From 7e1f3b854124e4fc37a64cc68020548431098239 Mon Sep 17 00:00:00 2001 From: Brian Love Date: Fri, 4 Sep 2026 20:44:20 -0700 Subject: [PATCH 01/14] docs(specs): executable approval tools for the demo graph MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The hero's approval beat replays an authored narration depicting behaviour the product does not have: measured live, the model produces either clarifying questions (0/14 plans) or a 5,800-character ops document (22/22 plans), against a 482-character shipped narration. The cause is structural — after approval the graph has no tools to call, so describing is its only move. Design: seed a backup inventory into the graph State so it rides the checkpoint, add list_backups and delete_backups, and put the interrupt inside the destructive tool so approval is enforced by code rather than by the system prompt. Render the inventory as a registered tool view. Blocked on the duplicate-submit HTTP 400, which lands first as its own change. Co-Authored-By: Claude Opus 5 --- ...4-hero-executable-approval-tools-design.md | 84 +++++++++++++++++++ 1 file changed, 84 insertions(+) create mode 100644 docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md diff --git a/docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md b/docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md new file mode 100644 index 000000000..be94935dd --- /dev/null +++ b/docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md @@ -0,0 +1,84 @@ +# Executable approval tools for the demo graph + +**Date:** 2026-09-04 +**Status:** Approved design. Blocked on a prerequisite bug fix; the recording step is additionally gated on a live measurement. +**Surface:** `examples/chat/python/src/graph.py`, `examples/chat/angular`, and the hero walkthrough. + +## 1. Why + +The homepage hero's approval beat currently replays an authored narration: after the human approves, the transcript shows a compact three-step cleanup plan. Measured against the real backend, the product does not do that. + +| Prompt | Pauses for approval | Post-approval turn | +|---|---|---| +| Bare request | 12/12 | 0/14 plans — clarifying questions, median 621 chars | +| Request that asks to be walked through it | 22/22 | 22/22 plans, median **5,802 chars / 75 lines**, ending in "What I need from you to proceed" | + +Shipped narration: **482 characters**. + +So the demo depicts behaviour the product does not have. That is invention, not curation, and re-labelling the frame would not fix it. + +**The root cause is structural.** After approval the graph has nothing to execute — `request_approval` is the only relevant tool, and there is no tool that inventories or deletes anything. The model's only available move is to describe at length, or to ask. Give it tools and it acts instead, which is what should make a true recording compact. + +A second problem the same change fixes: today the guardrail is a system-prompt instruction. It complies 22/22, but a prompt is not a guarantee, and "we told the model to ask first" is not an answer any team shipping irreversible actions would accept. + +## 2. Decisions + +| Decision | Choice | +|---|---| +| What "real" means | Genuinely executed against demo-owned state, and visible on screen | +| Where state lives | The graph's `State`, so it rides the checkpoint | +| How the inventory renders | A registered tool view, not generative UI and not markdown | +| How approval is enforced | The destructive tool interrupts itself; code, not prompt | +| Reach | Hero plus the demo's own surfaces, so a visitor can run it | + +## 3. Mechanism + +### State + +A `backups` channel on `State`, seeded from a fixed list on first use so every thread starts identically and a recording is reproducible. Each row carries an id, location, creation date, size, and an optional `retain` tag. + +Living in the checkpoint means it is per-thread isolated, and it survives the interrupt, the resume, and a page reload. One scenario then carries the interrupt claim, the durable-thread claim, and the "the pause is a checkpoint, not a modal" line the homepage already makes. + +### Tools + +`list_backups(older_than_days)` reads state through `InjectedState`, seeding it when empty, and returns the matching rows. This is the inventory the viewer sees. + +`delete_backups(ids)` calls `interrupt()` **before doing anything**, with an approval payload naming exactly what will go. On resume it removes those ids via `Command(update=...)` and returns an audit summary. Declined, it deletes nothing and says so. It hard-refuses any id tagged `retain`, so the exclusion is enforced rather than suggested. + +Everything before the `interrupt()` call must be idempotent, because LangGraph re-runs the node on resume and `interrupt()` returns the resume value on the second pass. `request_approval` already works this way and is the precedent. + +The interrupt keeps the existing `{ type: 'approval_request', reason }` shape so `chat-interrupt-panel` renders unchanged. + +**Verified available in this LangGraph:** `InjectedState` and `Command`. + +### Why this makes the guardrail real + +There is no path to deletion that skips the interrupt, because the interrupt is the first statement in the tool. A prompt cannot talk past it and neither can a jailbreak. That is the pattern teams actually need, and it is what the current demo only asserts. + +`request_approval` stays for the generic case and its existing users; the hero's pause now comes from the destructive tool itself. + +### Rendering + +A `BackupTableComponent` registered as `views({ list_backups: BackupTableComponent })`, merged with the A2UI catalog the hero already passes. The view reads the call's status as well as its result, so it shows a pending state while the tool runs and then the rows — the tool-progress beat comes for free rather than as a separate claim. + +### Reach + +Tool views and a welcome-suggestion chip go into the demo shell as well as the hero, so a visitor who takes control can run the scenario rather than only watching it. The generic `request_approval`, its aimock fixture, the marketing clip and the cockpit interrupt example are untouched. + +## 4. Testing + +Python tests for seeding, filtering, and the retain refusal. The test that carries the whole claim: calling `delete_backups` without an approval must interrupt and delete nothing — mutation-checked, because a guardrail test that cannot fail is worse than none. + +Angular specs for the tool view's three states. The hero e2e continues to run on the committed replay. + +## 5. Gates + +**Prerequisite, landing first as its own change.** The duplicate first-prompt submit races the interrupt into an HTTP 400 (`No tool output found for function call …`). It failed 7 of 7 live takes on the longer prompt and 5 of 9 on the shorter one, so nothing can be recorded from a real run until it is fixed. It is a production defect on the live takeover path regardless. aimock never validates function-call/output pairing, which is why replay-based CI cannot see it. + +**Measurement gate before re-recording.** This spec asserts that real tools make the model's turn compact, on the reasoning that it is verbose precisely because it can only describe. That is a hypothesis. It must be measured live before committing to a re-recording, the way the two prompt hypotheses were. If the turn is still thousands of characters with tools in hand, stop and rethink rather than trimming by hand. + +## 6. Out of scope + +Making this the canonical interrupt story in the docs guide and the cockpit capability example. "Gate the destructive tool in code" is better guidance than what the interrupts guide teaches today, but that is a follow-up once the pattern has proven itself here. + +Also deferred: the auto-generated thread title rendering as a stray assistant bubble with its own action row, found alongside the 400. Related smell — every assistant message across all three turns shares one id, the reused OpenAI Responses id. From a0d6b985fdd1a0050e8aabeba6674ac68376125e Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:16:14 -0700 Subject: [PATCH 02/14] docs(plans): executable approval tools for the demo graph Co-Authored-By: Claude Fable 5.1 --- ...26-09-05-hero-executable-approval-tools.md | 1548 +++++++++++++++++ 1 file changed, 1548 insertions(+) create mode 100644 docs/superpowers/plans/2026-09-05-hero-executable-approval-tools.md diff --git a/docs/superpowers/plans/2026-09-05-hero-executable-approval-tools.md b/docs/superpowers/plans/2026-09-05-hero-executable-approval-tools.md new file mode 100644 index 000000000..fc539ed2a --- /dev/null +++ b/docs/superpowers/plans/2026-09-05-hero-executable-approval-tools.md @@ -0,0 +1,1548 @@ +# Executable Approval Tools Implementation Plan + +> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking. + +**Goal:** Give the demo graph a real backup inventory and two real tools, `list_backups` and `delete_backups`, where the destructive tool interrupts itself for human approval, so the hero's post-approval turn is executed rather than narrated. + +**Architecture:** A `backups` channel on the graph `State` carries a seeded inventory through the checkpoint. `list_backups` reads it through `InjectedState` and returns rows as a JSON object; `delete_backups` calls `interrupt()` first, then removes rows via `Command(update=...)`. On the Angular side a `BackupTableComponent` is registered as a tool view under `list_backups` and merged into the A2UI catalog every demo surface already passes. One small lib fix lets a LangGraph tool's JSON-string result reach a tool view as props. + +**Tech Stack:** LangGraph 1.1 (Python, `langgraph.prebuilt.ToolNode`, `InjectedState`, `Command`, `interrupt`), pytest, Angular 20 signals, vitest, Playwright recorders, `uv`. + +**Spec:** `docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md` + +**Prerequisite status:** The spec's blocking bug (duplicate submit → HTTP 400) was root-caused and fixed in PR #1005 (`fix(langgraph): adopt a transport-created thread id instead of aborting the run`, merged 2026-09-05). Nothing in this plan waits on it. + +--- + +## File structure + +| File | Responsibility | +|---|---| +| `examples/chat/python/src/backups.py` (new) | Inventory data model, frozen demo clock, seed, helpers, and the two tools. Kept out of `graph.py` so the guardrail is one readable module. | +| `examples/chat/python/src/graph.py` (modify) | `backups` channel on `State`; `SERVER_TOOLS` list shared by `generate` and `ToolNode`; system-prompt paragraph routing cleanup requests to the tools. | +| `examples/chat/python/tests/test_backups.py` (new) | Seeding, filtering, retain refusal, and the interrupt guarantee. | +| `examples/chat/python/tests/test_graph_smoke.py` (modify) | Graph wiring assertions. | +| `examples/chat/python/scripts/measure_approval_turn.py` (new) | Live measurement of the post-approval turn (the spec's gate). | +| `libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.ts` (modify) | Parse a JSON-object string result into view props. | +| `libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.spec.ts` (modify) | Pin that behaviour. | +| `examples/chat/angular/src/app/backup-table.component.ts` (new) | The registered tool view; three states. | +| `examples/chat/angular/src/app/backup-table.component.spec.ts` (new) | Those three states. | +| `examples/chat/angular/src/app/demo-views.ts` (new) | One registry: A2UI catalog + `list_backups` view, shared by the hero and the three demo modes. | +| `examples/chat/angular/src/app/hero/hero-mode.component.ts`, `modes/{embed,popup,sidebar}-mode.component.ts` (modify) | Use `demoViews()`. | +| `examples/chat/angular/src/app/modes/welcome-suggestions.ts` (modify) | The approval chip sends the hero prompt. | +| `examples/chat/angular/e2e/fixtures/hero-approval.json` (delete), `record-hero.config.ts`, `record-hero-poster-mobile.record.ts`, `hero/hero-script.ts` (modify comments) | The hero fixture is recorded live only; aimock cannot script a two-tool sequence. | +| `examples/chat/angular/public/hero-replay.json` (re-record), `hero/hero-replay.fixture.spec.ts` (modify) | New recording, and the spec that pins its shape. | +| `apps/website/public/screenshots/hero-walkthrough-poster*.webp` (re-record) | Posters show the first streamed reply, which changes. | + +--- + +## Conventions used below + +- Python commands run from `examples/chat/python` with `uv run`. The Nx target `npx nx run examples-chat-python:test` runs the whole suite. +- Angular unit tests: `cd examples/chat/angular && npx vitest run `; lib tests: `cd libs/chat && npx vitest run `. Nx equivalents: `npx nx test examples-chat-angular`, `npx nx test chat`. +- Commit after every task. All commit messages end with `Co-Authored-By: Claude Fable 5.1 `. +- Branch: `blove/hero-executable-approval-design-23b7b3` (already carries the spec commit). + +--- + +### Task 1: Backup inventory module and `State` channel + +**Files:** +- Create: `examples/chat/python/src/backups.py` +- Modify: `examples/chat/python/src/graph.py` (the `State` class, currently ends with `itinerary: list[Stop]`) +- Test: `examples/chat/python/tests/test_backups.py` + +- [ ] **Step 1: Write the failing tests** + +```python +# examples/chat/python/tests/test_backups.py +"""Backup inventory + the executable approval tools. + +The inventory is demo-owned state: seeded from a fixed list against a FROZEN +clock so every thread starts identically and a recording is reproducible. +""" +import json +from typing import Annotated, Optional + +import pytest +from langchain_core.messages import AIMessage, ToolMessage +from langgraph.checkpoint.memory import MemorySaver +from langgraph.graph import END, StateGraph +from langgraph.graph.message import add_messages +from langgraph.prebuilt import ToolNode +from langgraph.types import Command +from typing_extensions import TypedDict + + +@pytest.mark.smoke +def test_state_declares_backups_channel(): + from src.graph import State + assert "backups" in State.__annotations__ + + +def test_seed_is_fixed_and_fresh_per_call(): + from src.backups import seed_backups + a = seed_backups() + b = seed_backups() + assert a == b + assert a is not b, "callers mutate their copy; the seed must not be shared" + assert len(a) == 8 + assert all({"id", "location", "created_at", "size_gb"} <= set(row) for row in a) + + +def test_inventory_of_falls_back_to_seed_when_state_is_empty(): + from src.backups import inventory_of, seed_backups + assert inventory_of({}) == seed_backups() + assert inventory_of({"backups": None}) == seed_backups() + rows = [{"id": "x", "location": "s3://x", "created_at": "2026-01-01", "size_gb": 1.0}] + assert inventory_of({"backups": rows}) == rows + + +def test_age_is_measured_against_the_frozen_clock(): + from src.backups import INVENTORY_TODAY, age_days + assert INVENTORY_TODAY == "2026-09-05" + assert age_days({"created_at": "2026-09-05"}) == 0 + assert age_days({"created_at": "2026-06-07"}) == 90 + + +def test_older_than_selects_rows_at_or_past_the_threshold(): + from src.backups import older_than, seed_backups + old = older_than(seed_backups(), 90) + ids = [b["id"] for b in old] + assert ids == [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-03-15-prod", + "bk-2026-02-01-staging", + "bk-2025-12-31-prod", + ] + assert older_than(seed_backups(), 0) == seed_backups() + assert older_than(seed_backups(), 10_000) == [] + + +def test_two_seed_rows_are_retained_and_both_are_old(): + from src.backups import older_than, seed_backups + retained = [b["id"] for b in seed_backups() if b.get("retain")] + assert retained == ["bk-2026-03-15-prod", "bk-2025-12-31-prod"] + old_ids = {b["id"] for b in older_than(seed_backups(), 90)} + assert set(retained) <= old_ids, "the retain rule must matter for the 90-day scenario" +``` + +- [ ] **Step 2: Run the tests to verify they fail** + +Run: `cd examples/chat/python && uv run pytest -q tests/test_backups.py` +Expected: FAIL — `ModuleNotFoundError: No module named 'src.backups'` and `AssertionError: 'backups' not in State.__annotations__`. + +- [ ] **Step 3: Create the module** + +```python +# examples/chat/python/src/backups.py +"""Demo-owned backup inventory and the tools that act on it. + +Why this exists: the hero's approval beat used to replay an authored answer, +because after approval the graph had nothing to execute — `request_approval` +was the only relevant tool. These two tools give the model something REAL to +do, against state the demo owns, and put the approval interrupt inside the +destructive tool so it is enforced by code rather than by the system prompt. + +The inventory lives in the graph State (see ``State.backups`` in graph.py) +so it rides the checkpoint: per-thread isolated, and it survives the +interrupt, the resume, and a page reload. + +The clock is FROZEN. Ages are measured against ``INVENTORY_TODAY`` rather than +``date.today()`` so that "older than 90 days" selects the same rows on every +run — a recording made today must replay the same inventory next year. +""" +import json +from datetime import date +from typing import Annotated, Optional + +from langchain_core.messages import ToolMessage +from langchain_core.tools import InjectedToolCallId, tool +from langgraph.prebuilt import InjectedState +from langgraph.types import Command, interrupt +from typing_extensions import NotRequired, TypedDict + + +class Backup(TypedDict): + id: str + location: str + created_at: str # ISO date, YYYY-MM-DD + size_gb: float + retain: NotRequired[bool] + + +INVENTORY_TODAY = "2026-09-05" + +_SEED: list[Backup] = [ + {"id": "bk-2026-08-30-prod", "location": "s3://acme-db-backups/prod/2026-08-30.dump.gz", "created_at": "2026-08-30", "size_gb": 41.2}, + {"id": "bk-2026-08-16-prod", "location": "s3://acme-db-backups/prod/2026-08-16.dump.gz", "created_at": "2026-08-16", "size_gb": 40.7}, + {"id": "bk-2026-07-05-prod", "location": "s3://acme-db-backups/prod/2026-07-05.dump.gz", "created_at": "2026-07-05", "size_gb": 39.1}, + {"id": "bk-2026-05-28-prod", "location": "s3://acme-db-backups/prod/2026-05-28.dump.gz", "created_at": "2026-05-28", "size_gb": 37.8}, + {"id": "bk-2026-04-30-prod", "location": "s3://acme-db-backups/prod/2026-04-30.dump.gz", "created_at": "2026-04-30", "size_gb": 36.4}, + {"id": "bk-2026-03-15-prod", "location": "s3://acme-db-backups/prod/2026-03-15.dump.gz", "created_at": "2026-03-15", "size_gb": 35.0, "retain": True}, + {"id": "bk-2026-02-01-staging", "location": "s3://acme-db-backups/staging/2026-02-01.dump.gz", "created_at": "2026-02-01", "size_gb": 12.3}, + {"id": "bk-2025-12-31-prod", "location": "s3://acme-db-backups/prod/2025-12-31.dump.gz", "created_at": "2025-12-31", "size_gb": 33.6, "retain": True}, +] + + +def seed_backups() -> list[Backup]: + """A fresh copy of the fixed inventory. Copied so a caller's edits never + leak into the next thread.""" + return [dict(row) for row in _SEED] # type: ignore[return-value] + + +def inventory_of(state: dict) -> list[Backup]: + """The thread's inventory, or the seed when the thread has none yet.""" + rows = state.get("backups") if isinstance(state, dict) else None + return list(rows) if rows else seed_backups() + + +def age_days(backup: Backup) -> int: + return (date.fromisoformat(INVENTORY_TODAY) - date.fromisoformat(backup["created_at"])).days + + +def older_than(inventory: list[Backup], days: int) -> list[Backup]: + return [b for b in inventory if age_days(b) >= days] +``` + +- [ ] **Step 4: Add the `State` channel** + +In `examples/chat/python/src/graph.py`, inside `class State(TypedDict)`, after the `itinerary: list[Stop]` line, add: + +```python + # Demo-owned backup inventory the list_backups / delete_backups tools act + # on. Seeded from src/backups.py on first use; per-thread checkpoint, + # last-write-wins (plain key). See the module docstring for why it lives + # in State rather than in a tool-local variable. + backups: Optional[list[Backup]] +``` + +and add the import near the other `src.` imports: + +```python +from src.backups import Backup, delete_backups, list_backups +``` + +(`delete_backups` and `list_backups` do not exist yet — Tasks 2 and 3 add them. Until then, import only `Backup` and add the other two names in Task 4. Keep the import line as `from src.backups import Backup` for this task.) + +- [ ] **Step 5: Run the tests to verify they pass** + +Run: `cd examples/chat/python && uv run pytest -q tests/test_backups.py tests/test_graph_smoke.py` +Expected: all PASS. + +- [ ] **Step 6: Commit** + +```bash +git add examples/chat/python/src/backups.py examples/chat/python/src/graph.py examples/chat/python/tests/test_backups.py +git commit -m "feat(examples/chat): seed a demo-owned backup inventory into the graph State + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 2: `list_backups` tool + +**Files:** +- Modify: `examples/chat/python/src/backups.py` +- Test: `examples/chat/python/tests/test_backups.py` + +- [ ] **Step 1: Add a tool-graph helper and the failing tests** + +Append to `tests/test_backups.py`: + +```python +class _ToolState(TypedDict): + messages: Annotated[list, add_messages] + backups: Optional[list] + + +def _tool_graph(*tools): + """A one-node graph around ToolNode with an in-memory checkpointer, so the + tools run exactly the way the real graph runs them (InjectedState, + Command updates, interrupts) without an LLM.""" + b = StateGraph(_ToolState) + b.add_node("tools", ToolNode(list(tools))) + b.set_entry_point("tools") + b.add_edge("tools", END) + return b.compile(checkpointer=MemorySaver()) + + +def _call(name: str, args: dict, call_id: str = "t1") -> dict: + return {"messages": [AIMessage(content="", tool_calls=[{"name": name, "args": args, "id": call_id}])]} + + +def _last_tool_json(result: dict) -> dict: + msg = result["messages"][-1] + assert isinstance(msg, ToolMessage) + return json.loads(msg.content) + + +def test_list_backups_returns_matching_rows_and_seeds_the_thread(): + from src.backups import list_backups, seed_backups + g = _tool_graph(list_backups) + cfg = {"configurable": {"thread_id": "list-1"}} + out = g.invoke(_call("list_backups", {"older_than_days": 90}), cfg) + payload = _last_tool_json(out) + assert payload["older_than_days"] == 90 + assert [b["id"] for b in payload["backups"]] == [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-03-15-prod", + "bk-2026-02-01-staging", + "bk-2025-12-31-prod", + ] + assert payload["total"] == 8 + assert g.get_state(cfg).values["backups"] == seed_backups() + + +def test_list_backups_reads_the_thread_inventory_not_the_seed(): + from src.backups import list_backups + g = _tool_graph(list_backups) + cfg = {"configurable": {"thread_id": "list-2"}} + only = [{"id": "bk-only", "location": "s3://x", "created_at": "2025-01-01", "size_gb": 1.0}] + out = g.invoke({**_call("list_backups", {"older_than_days": 1}), "backups": only}, cfg) + assert [b["id"] for b in _last_tool_json(out)["backups"]] == ["bk-only"] +``` + +- [ ] **Step 2: Run the tests to verify they fail** + +Run: `cd examples/chat/python && uv run pytest -q tests/test_backups.py -k list_backups` +Expected: FAIL — `ImportError: cannot import name 'list_backups'`. + +- [ ] **Step 3: Implement the tool** + +Append to `src/backups.py`: + +```python +@tool +def list_backups( + older_than_days: int, + state: Annotated[dict, InjectedState], + tool_call_id: Annotated[str, InjectedToolCallId], +) -> Command: + """List database backups whose age is at least `older_than_days` days. + + Read-only. Returns JSON with `older_than_days`, the matching `backups` + (each with id, location, created_at, size_gb, and `retain: true` when + the backup is under a retention hold and must never be deleted), and + `total`, the size of the whole inventory. Pass 0 to list everything. + """ + inventory = inventory_of(state) + rows = older_than(inventory, older_than_days) + content = json.dumps( + {"older_than_days": older_than_days, "backups": rows, "total": len(inventory)} + ) + # Writes the inventory back even on a read so the FIRST touch seeds the + # checkpoint: from here on the thread owns its rows explicitly. + return Command( + update={ + "backups": inventory, + "messages": [ToolMessage(content=content, tool_call_id=tool_call_id)], + } + ) +``` + +- [ ] **Step 4: Run the tests to verify they pass** + +Run: `cd examples/chat/python && uv run pytest -q tests/test_backups.py` +Expected: all PASS. + +- [ ] **Step 5: Commit** + +```bash +git add examples/chat/python/src/backups.py examples/chat/python/tests/test_backups.py +git commit -m "feat(examples/chat): list_backups reads the inventory through InjectedState + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 3: `delete_backups` tool — the interrupt is the first statement + +**Files:** +- Modify: `examples/chat/python/src/backups.py` +- Test: `examples/chat/python/tests/test_backups.py` + +- [ ] **Step 1: Write the failing tests** + +Append to `tests/test_backups.py`: + +```python +_OLD_DELETABLE = ["bk-2026-05-28-prod", "bk-2026-04-30-prod", "bk-2026-02-01-staging"] + + +def test_delete_without_approval_interrupts_and_deletes_nothing(): + """The test that carries the whole claim. Mutation-checked: with the + `interrupt(...)` call removed from delete_backups this MUST fail.""" + from src.backups import delete_backups, inventory_of, seed_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-1"}} + out = g.invoke(_call("delete_backups", {"ids": _OLD_DELETABLE}), cfg) + + assert "__interrupt__" in out, "delete_backups must pause before doing anything" + value = out["__interrupt__"][0].value + assert value["type"] == "approval_request" + assert isinstance(value["reason"], str) + for bid in _OLD_DELETABLE: + assert bid in value["reason"] + assert value["ids"] == _OLD_DELETABLE + + # Nothing was written: no ToolMessage, and the inventory is still whole. + assert not any(isinstance(m, ToolMessage) for m in g.get_state(cfg).values["messages"]) + assert inventory_of(g.get_state(cfg).values) == seed_backups() + + +def test_approval_deletes_exactly_the_named_rows_and_persists(): + from src.backups import delete_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-2"}} + g.invoke(_call("delete_backups", {"ids": _OLD_DELETABLE}), cfg) + out = g.invoke(Command(resume="approved"), cfg) + + payload = _last_tool_json(out) + assert payload["deleted"] == _OLD_DELETABLE + assert payload["remaining"] == 5 + assert payload["freed_gb"] == pytest.approx(37.8 + 36.4 + 12.3) + remaining_ids = {b["id"] for b in g.get_state(cfg).values["backups"]} + assert remaining_ids.isdisjoint(_OLD_DELETABLE) + assert len(remaining_ids) == 5 + + +@pytest.mark.parametrize("answer", ["denied", "no", "Stop, keep the staging one", ""]) +def test_anything_but_approval_deletes_nothing(answer): + from src.backups import delete_backups, inventory_of, seed_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": f"del-3-{answer!r}"}} + g.invoke(_call("delete_backups", {"ids": _OLD_DELETABLE}), cfg) + out = g.invoke(Command(resume=answer), cfg) + + payload = _last_tool_json(out) + assert payload["deleted"] == [] + assert payload["declined"] is True + assert payload["human_response"] == answer + assert inventory_of(g.get_state(cfg).values) == seed_backups() + + +@pytest.mark.parametrize("answer", ["approved", "Approve", "APPROVED — go ahead", "yes", "ok", "confirm"]) +def test_approval_wording_is_recognised(answer): + from src.backups import delete_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": f"del-4-{answer!r}"}} + g.invoke(_call("delete_backups", {"ids": ["bk-2026-02-01-staging"]}), cfg) + out = g.invoke(Command(resume=answer), cfg) + assert _last_tool_json(out)["deleted"] == ["bk-2026-02-01-staging"] + + +def test_retained_ids_are_refused_before_any_interrupt(): + from src.backups import delete_backups, inventory_of, seed_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-5"}} + out = g.invoke(_call("delete_backups", {"ids": ["bk-2026-05-28-prod", "bk-2026-03-15-prod"]}), cfg) + + assert "__interrupt__" not in out, "a refusal must not ask a human to approve it" + payload = _last_tool_json(out) + assert payload["deleted"] == [] + assert payload["refused"] == ["bk-2026-03-15-prod"] + assert "retain" in payload["error"] + assert inventory_of(g.get_state(cfg).values) == seed_backups() + + +def test_unknown_ids_are_refused_before_any_interrupt(): + from src.backups import delete_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-6"}} + out = g.invoke(_call("delete_backups", {"ids": ["bk-nope"]}), cfg) + assert "__interrupt__" not in out + payload = _last_tool_json(out) + assert payload["deleted"] == [] + assert payload["refused"] == ["bk-nope"] + + +def test_empty_id_list_is_refused(): + from src.backups import delete_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-7"}} + out = g.invoke(_call("delete_backups", {"ids": []}), cfg) + assert "__interrupt__" not in out + assert _last_tool_json(out)["deleted"] == [] + + +def test_approval_reason_is_compact_enough_for_the_hero_dwell(): + """INTERRUPT_DWELL_MS in hero-script.ts is calibrated to a ~40-word + proposal. The reason for five ids must stay well inside that budget.""" + from src.backups import approval_reason, older_than, seed_backups + reason = approval_reason(older_than(seed_backups(), 90)) + assert len(reason.split()) <= 60 + assert "bk-2026-05-28-prod" in reason +``` + +- [ ] **Step 2: Run the tests to verify they fail** + +Run: `cd examples/chat/python && uv run pytest -q tests/test_backups.py -k "delete or approval or refused"` +Expected: FAIL — `ImportError: cannot import name 'delete_backups'`. + +- [ ] **Step 3: Implement the tool** + +Append to `src/backups.py`: + +```python +_APPROVAL_WORDS = ("approve", "yes", "ok", "okay", "confirm", "proceed", "go ahead") + + +def is_approval(response: object) -> bool: + """True only for an unambiguous yes. Free text that merely mentions + approval ("approve the prod ones but keep staging") is NOT a yes — the + model gets the words back and re-plans instead.""" + text = str(response or "").strip().lower() + if not text: + return False + if text.startswith(("approve", "approved")): + return True + return text in _APPROVAL_WORDS + + +def approval_reason(targets: list[Backup]) -> str: + total_gb = round(sum(b["size_gb"] for b in targets), 1) + ids = ", ".join(b["id"] for b in targets) + return ( + f"Delete {len(targets)} backups ({total_gb} GB): {ids}. " + "This permanently removes them from storage and cannot be undone." + ) + + +def _refusal(ids: list[str], error: str, tool_call_id: str) -> Command: + content = json.dumps({"deleted": [], "refused": ids, "error": error}) + return Command(update={"messages": [ToolMessage(content=content, tool_call_id=tool_call_id)]}) + + +@tool +def delete_backups( + ids: list[str], + state: Annotated[dict, InjectedState], + tool_call_id: Annotated[str, InjectedToolCallId], +) -> Command: + """Permanently delete the backups with these ids. + + This tool PAUSES for the human's approval on its own before deleting + anything, so do not call `request_approval` first. Pass only ids + returned by `list_backups`, and never an id whose backup carries + `retain: true` — the call is refused outright, nothing is deleted, and + you must call again without it. Returns JSON: `deleted` (ids removed), + `freed_gb`, and `remaining` (rows left in the inventory). If the human + declines, `declined` is true, nothing is deleted, and `human_response` + carries their words so you can adjust the plan. + """ + # Everything above the interrupt() call is idempotent on purpose: + # LangGraph re-runs this function on resume, and interrupt() returns the + # human's answer on that second pass. request_approval in graph.py works + # the same way and is the precedent. + inventory = inventory_of(state) + by_id = {b["id"]: b for b in inventory} + if not ids: + return _refusal([], "No ids given; call list_backups first.", tool_call_id) + unknown = [i for i in ids if i not in by_id] + if unknown: + return _refusal(unknown, f"Unknown backup ids: {', '.join(unknown)}. Nothing was deleted.", tool_call_id) + retained = [i for i in ids if by_id[i].get("retain")] + if retained: + return _refusal( + retained, + f"Refused: {', '.join(retained)} tagged retain and cannot be deleted. Nothing was deleted.", + tool_call_id, + ) + + targets = [by_id[i] for i in ids] + # The guardrail. There is no path to the deletion below that skips this + # line, so a prompt cannot talk past it and neither can a jailbreak. + decision = interrupt({"type": "approval_request", "reason": approval_reason(targets), "ids": ids}) + + if not is_approval(decision): + content = json.dumps( + {"deleted": [], "declined": True, "human_response": str(decision or ""), "remaining": len(inventory)} + ) + return Command(update={"messages": [ToolMessage(content=content, tool_call_id=tool_call_id)]}) + + doomed = set(ids) + remaining = [b for b in inventory if b["id"] not in doomed] + content = json.dumps( + { + "deleted": ids, + "freed_gb": round(sum(b["size_gb"] for b in targets), 1), + "remaining": len(remaining), + } + ) + return Command( + update={ + "backups": remaining, + "messages": [ToolMessage(content=content, tool_call_id=tool_call_id)], + } + ) +``` + +- [ ] **Step 4: Run the tests to verify they pass** + +Run: `cd examples/chat/python && uv run pytest -q tests/test_backups.py` +Expected: all PASS. + +- [ ] **Step 5: Mutation-check the guardrail test** + +Temporarily replace the `decision = interrupt(...)` line with `decision = "approved"` and run: + +`cd examples/chat/python && uv run pytest -q tests/test_backups.py -k "without_approval"` +Expected: FAIL on `assert "__interrupt__" in out`. + +Then restore the line and re-run the file: all PASS. Do not commit the mutation. + +- [ ] **Step 6: Commit** + +```bash +git add examples/chat/python/src/backups.py examples/chat/python/tests/test_backups.py +git commit -m "feat(examples/chat): delete_backups interrupts for approval before it can delete + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 4: Wire the tools into the graph and the system prompt + +**Files:** +- Modify: `examples/chat/python/src/graph.py` +- Test: `examples/chat/python/tests/test_graph_smoke.py` + +- [ ] **Step 1: Write the failing tests** + +Append to `tests/test_graph_smoke.py`: + +```python +@pytest.mark.smoke +def test_backup_tools_are_server_tools(): + from src.graph import SERVER_TOOLS + names = {t.name for t in SERVER_TOOLS} + assert {"list_backups", "delete_backups", "request_approval", "search_documents", "research"} <= names + + +@pytest.mark.smoke +def test_system_prompt_routes_cleanup_to_the_executable_tools(): + from src.graph import SYSTEM_PROMPT + assert "list_backups" in SYSTEM_PROMPT + assert "delete_backups" in SYSTEM_PROMPT + # The destructive tool gates itself; the prompt must not send the model + # to the generic gate first, or the walkthrough gains a second pause. + assert "do not call `request_approval` first" in SYSTEM_PROMPT +``` + +- [ ] **Step 2: Run the tests to verify they fail** + +Run: `cd examples/chat/python && uv run pytest -q tests/test_graph_smoke.py` +Expected: FAIL — `ImportError: cannot import name 'SERVER_TOOLS'`. + +- [ ] **Step 3: Update the import, the tool lists, and the prompt** + +In `graph.py`, change the Task 1 import to: + +```python +from src.backups import Backup, delete_backups, list_backups +``` + +Right after the `research` tool definition (before the `A2UI_PREFIX` comment block), add: + +```python +# Server-side tools bound on every turn. generate() appends the ONE GenUI tool +# for the current mode; ToolNode below is bound to both GenUI tools so either +# side of that conditional resolves at execution time. +SERVER_TOOLS = [search_documents, request_approval, research, list_backups, delete_backups] +``` + +In `generate()`, replace + +```python + llm = bind_client_tools( + ChatOpenAI(**kwargs), + [search_documents, request_approval, research, gen_ui_tool], + state, + ) +``` + +with + +```python + llm = bind_client_tools( + ChatOpenAI(**kwargs), + [*SERVER_TOOLS, gen_ui_tool], + state, + ) +``` + +In the builder, replace + +```python +_builder.add_node("tools", ToolNode([ + search_documents, request_approval, research, + render_a2ui_surface, generate_json_render_spec, +])) +``` + +with + +```python +_builder.add_node("tools", ToolNode([ + *SERVER_TOOLS, + render_a2ui_surface, generate_json_render_spec, +])) +``` + +In `SYSTEM_PROMPT`, immediately after the sentence ending `"proceed, modify, or stop. "`, insert: + +```python + "Exception — backup cleanup. When the user asks to clean up, prune, or " + "delete database backups, first call `list_backups` with the age " + "threshold they gave (in days) to see exactly what qualifies, then call " + "`delete_backups` with the exact ids you intend to remove, excluding any " + "row marked `retain: true`. `delete_backups` pauses for the human's " + "approval by itself, so do not call `request_approval` first. Once the " + "tool returns, reply in two or three short sentences: what was deleted, " + "how much space it freed, and what was kept and why. Do not restate the " + "table and do not propose further steps unless the human declined. " +``` + +- [ ] **Step 4: Run the whole Python suite** + +Run: `cd examples/chat/python && uv run pytest -q` +Expected: all PASS. + +- [ ] **Step 5: Boot the dev server once to prove the graph compiles under `langgraph dev`** + +Run (from `examples/chat/python`, no API key needed to import): +`uv run python -c "from src.graph import graph; print(sorted(graph.get_graph().nodes))"` +Expected: prints a list containing `tools`, `generate`, `attach_citations`, `generate_title`, `emit_generated_surface`. + +- [ ] **Step 6: Commit** + +```bash +git add examples/chat/python/src/graph.py examples/chat/python/tests/test_graph_smoke.py +git commit -m "feat(examples/chat): bind list_backups and delete_backups and route cleanup requests to them + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 5: Lib — a JSON-object string result reaches a tool view as props + +**Why:** `libs/langgraph/src/lib/agent.fn.ts` `toToolCall()` sets `result` to the ToolMessage `content` verbatim, and LangGraph's `ToolNode` serialises a dict return to a JSON string. `toToolViewSpec` only spreads `result` when it is already an object, so on the LangGraph path a JSON-returning tool's view gets `status` and `args` but never its rows. + +**Files:** +- Modify: `libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.ts` +- Test: `libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.spec.ts` + +- [ ] **Step 1: Write the failing tests** + +Add inside the existing `describe('ChatToolViewsComponent', ...)` block, after `'merges result fields on completion'`: + +```ts + it('parses a JSON-object string result into props (LangGraph ToolMessage content)', () => { + agent.toolCalls.set([ + { + id: 'c1', name: 'weather_card', + args: { location: 'San Francisco' }, + status: 'complete', + result: '{"temperatureF": 68, "conditions": "Sunny"}', + }, + ] as ToolCall[]); + const fixture = mountHost(agent, msg); + const el = fixture.nativeElement as HTMLElement; + expect(el.querySelector('.temp')?.textContent).toContain('68'); + expect(el.querySelector('.loc')?.textContent).toContain('San Francisco'); + expect(el.querySelector('.tool-result')?.textContent).toContain('true'); + }); + + it('leaves a non-object string result alone', () => { + agent.toolCalls.set([ + { id: 'c1', name: 'weather_card', args: { location: 'SF' }, status: 'complete', result: 'Human response: approved' }, + { id: 'c2', name: 'weather_card', args: { location: 'LA' }, status: 'complete', result: '[1, 2]' }, + ] as ToolCall[]); + const twoCalls: Message = { id: 'm2', role: 'assistant', content: '', toolCallIds: ['c1', 'c2'] }; + const fixture = mountHost(agent, twoCalls); + const el = fixture.nativeElement as HTMLElement; + const temps = Array.from(el.querySelectorAll('.temp')).map((n) => n.textContent?.trim()); + expect(temps).toEqual(['', '']); + const locs = Array.from(el.querySelectorAll('.loc')).map((n) => n.textContent?.trim()); + expect(locs).toEqual(['SF', 'LA']); + }); +``` + +- [ ] **Step 2: Run the tests to verify they fail** + +Run: `cd libs/chat && npx vitest run src/lib/primitives/chat-tool-views` +Expected: the JSON-string test FAILS (`.temp` is empty); the other new test passes already. + +- [ ] **Step 3: Implement** + +In `chat-tool-views.component.ts`, replace + +```ts +function toToolViewSpec(tc: ToolCall): Spec { + const args = isRecord(tc.args) ? tc.args : {}; + const result = isRecord(tc.result) ? tc.result : {}; +``` + +with + +```ts +function toToolViewSpec(tc: ToolCall): Spec { + const args = isRecord(tc.args) ? tc.args : {}; + const result = resultRecord(tc.result); +``` + +and add below `toClientToolLifecycle`: + +```ts +/** + * The result as a props record. A LangGraph ToolMessage carries a tool's + * dict return as a JSON STRING (ToolNode serialises it), so a string that + * parses to a plain object is spread the same way an object result is. + * Anything else — prose, arrays, malformed JSON — contributes no props. + */ +function resultRecord(result: unknown): Record { + if (isRecord(result)) return result; + if (typeof result !== 'string') return {}; + const text = result.trim(); + if (!text.startsWith('{')) return {}; + try { + const parsed: unknown = JSON.parse(text); + return isRecord(parsed) ? parsed : {}; + } catch { + return {}; + } +} +``` + +Also update the class docstring sentence `Props merge the live `args` (present while the call streams) with the `result` (on completion)` to read `... with the `result` (on completion; a JSON-object string result is parsed first, since that is how a LangGraph ToolMessage carries a dict return)`. + +- [ ] **Step 4: Run the tests and lint** + +Run: `cd libs/chat && npx vitest run src/lib/primitives/chat-tool-views` +Expected: all PASS. + +Run: `npx nx lint chat 2>&1 | sed 's/\x1b\[[0-9;]*m//g' | grep -E "error|✖" ; echo "exit=$?"` +Expected: no `error` lines (warnings are tolerated; see memory: lint ERRORS vs warnings). + +No public export changed, so `generate-api-docs` is not needed. + +- [ ] **Step 5: Commit** + +```bash +git add libs/chat/src/lib/primitives/chat-tool-views/ +git commit -m "fix(chat): parse a JSON-object string tool result into tool-view props + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 6: `BackupTableComponent` — the registered tool view + +**Files:** +- Create: `examples/chat/angular/src/app/backup-table.component.ts` +- Test: `examples/chat/angular/src/app/backup-table.component.spec.ts` + +- [ ] **Step 1: Write the failing tests** + +```ts +// examples/chat/angular/src/app/backup-table.component.spec.ts +import { describe, expect, it } from 'vitest'; +import { TestBed } from '@angular/core/testing'; +import { BackupTableComponent, type BackupRow } from './backup-table.component'; + +const ROWS: BackupRow[] = [ + { id: 'bk-2026-05-28-prod', location: 's3://acme-db-backups/prod/2026-05-28.dump.gz', created_at: '2026-05-28', size_gb: 37.8 }, + { id: 'bk-2026-03-15-prod', location: 's3://acme-db-backups/prod/2026-03-15.dump.gz', created_at: '2026-03-15', size_gb: 35, retain: true }, +]; + +function mount(inputs: Record) { + const fixture = TestBed.createComponent(BackupTableComponent); + for (const [k, v] of Object.entries(inputs)) fixture.componentRef.setInput(k, v); + fixture.detectChanges(); + return fixture.nativeElement as HTMLElement; +} + +describe('BackupTableComponent', () => { + it('shows a pending state while the tool runs and no table', () => { + const el = mount({ older_than_days: 90, status: 'running' }); + expect(el.querySelector('[data-state]')?.getAttribute('data-state')).toBe('pending'); + expect(el.textContent).toMatch(/Listing backups older than 90 days/); + expect(el.querySelector('table')).toBeNull(); + }); + + it('renders the rows on completion and flags the retained one', () => { + const el = mount({ older_than_days: 90, status: 'complete', backups: ROWS, total: 8 }); + expect(el.querySelector('[data-state]')?.getAttribute('data-state')).toBe('rows'); + const rows = el.querySelectorAll('tbody tr'); + expect(rows).toHaveLength(2); + expect(rows[0].textContent).toContain('bk-2026-05-28-prod'); + expect(rows[0].textContent).toContain('37.8 GB'); + expect(rows[1].querySelector('.bt__retain')?.textContent).toMatch(/retain/i); + expect(rows[0].querySelector('.bt__retain')).toBeNull(); + expect(el.textContent).toMatch(/2 of 8 backups are older than 90 days/); + }); + + it('says so when nothing matches', () => { + const el = mount({ older_than_days: 400, status: 'complete', backups: [], total: 8 }); + expect(el.querySelector('[data-state]')?.getAttribute('data-state')).toBe('empty'); + expect(el.textContent).toMatch(/No backups are older than 400 days/); + expect(el.querySelector('table')).toBeNull(); + }); +}); +``` + +- [ ] **Step 2: Run the tests to verify they fail** + +Run: `cd examples/chat/angular && npx vitest run src/app/backup-table` +Expected: FAIL — cannot resolve `./backup-table.component`. + +- [ ] **Step 3: Implement the component** + +```ts +// examples/chat/angular/src/app/backup-table.component.ts +import { ChangeDetectionStrategy, Component, computed, input } from '@angular/core'; + +/** One row of the demo graph's backup inventory (examples/chat/python/src/backups.py). */ +export interface BackupRow { + id: string; + location: string; + created_at: string; + size_gb: number; + retain?: boolean; +} + +type ViewState = 'pending' | 'rows' | 'empty'; + +/** + * Tool view for the graph's `list_backups` call, registered through + * `demoViews()`. The chat composition feeds it the call's streaming args + * (`older_than_days`), the parsed result (`backups`, `total`) and the call + * `status`, so the SAME component shows "listing…" while the tool runs and + * the table once it returns — the tool-progress beat needs no extra wiring. + * + * Input names mirror the tool's JSON keys on purpose (`older_than_days`): + * `chat-tool-views` matches props to inputs by their public template name. + */ +@Component({ + selector: 'app-backup-table', + standalone: true, + changeDetection: ChangeDetectionStrategy.OnPush, + template: ` +
+
+ @switch (state()) { + @case ('pending') { + Listing backups older than {{ olderThanDays() ?? '…' }} days + Running… + } + @case ('empty') { + No backups are older than {{ olderThanDays() }} days. + } + @default { + + {{ backups().length }} of {{ total() ?? backups().length }} backups are older than {{ olderThanDays() }} days + + } + } +
+ @if (state() === 'rows') { + + + + + + @for (b of backups(); track b.id) { + + + + + + + } + +
BackupLocationCreatedSize
+ {{ b.id }} + @if (b.retain) { retain } + {{ b.location }}{{ b.created_at }}{{ b.size_gb }} GB
+ } +
+ `, + styles: [` + .bt { margin: 4px 0 8px; padding: 12px 14px; border: 1px solid var(--tplane-chat-separator); border-radius: var(--tplane-chat-radius-card); background: var(--tplane-chat-surface-alt); color: var(--tplane-chat-text); font-size: var(--tplane-chat-font-size-sm); } + .bt__head { display: flex; align-items: center; justify-content: space-between; gap: 12px; } + .bt__title { font-weight: 600; } + .bt__badge { flex: none; padding: 2px 8px; border: 1px solid var(--tplane-chat-separator); border-radius: var(--tplane-chat-radius-button); background: color-mix(in srgb, var(--tplane-chat-primary) 12%, var(--tplane-chat-surface-alt)); color: var(--tplane-chat-primary); font-size: var(--tplane-chat-font-size-xs); } + .bt__table { width: 100%; margin-top: 10px; border-collapse: collapse; } + .bt__table th { text-align: left; padding: 4px 8px 6px 0; color: var(--tplane-chat-text-muted); font-size: var(--tplane-chat-font-size-xs); font-weight: 600; text-transform: uppercase; letter-spacing: .04em; } + .bt__table td { padding: 5px 8px 5px 0; border-top: 1px solid var(--tplane-chat-separator); vertical-align: top; } + .bt__num { text-align: right; white-space: nowrap; } + .bt__id { font-family: ui-monospace, Menlo, Consolas, monospace; font-size: var(--tplane-chat-font-size-xs); } + .bt__loc { color: var(--tplane-chat-text-muted); font-family: ui-monospace, Menlo, Consolas, monospace; font-size: var(--tplane-chat-font-size-xs); word-break: break-all; } + .bt__retain { margin-left: 6px; padding: 1px 6px; border-radius: 999px; background: color-mix(in srgb, var(--tplane-chat-warning-text) 14%, var(--tplane-chat-surface-alt)); color: var(--tplane-chat-warning-text); font-size: var(--tplane-chat-font-size-xs); font-weight: 600; } + .bt__row--retain td { color: var(--tplane-chat-text-muted); } + `], +}) +export class BackupTableComponent { + readonly olderThanDays = input(undefined, { alias: 'older_than_days' }); + readonly backups = input([]); + readonly total = input(undefined); + readonly status = input<'pending' | 'running' | 'complete' | 'error' | undefined>(undefined); + + readonly state = computed(() => { + const s = this.status(); + if (s !== 'complete' && s !== 'error') return 'pending'; + return this.backups().length === 0 ? 'empty' : 'rows'; + }); +} +``` + +- [ ] **Step 4: Run the tests to verify they pass** + +Run: `cd examples/chat/angular && npx vitest run src/app/backup-table` +Expected: 3 PASS. + +- [ ] **Step 5: Commit** + +```bash +git add examples/chat/angular/src/app/backup-table.component.ts examples/chat/angular/src/app/backup-table.component.spec.ts +git commit -m "feat(examples/chat): BackupTableComponent tool view with pending, rows and empty states + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 7: One `demoViews()` registry for the hero and the three demo modes + +**Files:** +- Create: `examples/chat/angular/src/app/demo-views.ts` +- Modify: `examples/chat/angular/src/app/hero/hero-mode.component.ts`, `examples/chat/angular/src/app/modes/embed-mode.component.ts`, `examples/chat/angular/src/app/modes/popup-mode.component.ts`, `examples/chat/angular/src/app/modes/sidebar-mode.component.ts` +- Test: `examples/chat/angular/src/app/demo-views.spec.ts` + +- [ ] **Step 1: Write the failing test** + +```ts +// examples/chat/angular/src/app/demo-views.spec.ts +import { describe, expect, it } from 'vitest'; +import { a2uiBasicCatalog } from '@threadplane/chat'; +import { BackupTableComponent } from './backup-table.component'; +import { demoViews } from './demo-views'; + +describe('demoViews', () => { + it('keeps every A2UI catalog entry and adds the list_backups tool view', () => { + const reg = demoViews(); + for (const key of Object.keys(a2uiBasicCatalog())) expect(reg[key]).toBeDefined(); + expect(reg['list_backups']).toBe(BackupTableComponent); + }); + + it('returns a frozen registry', () => { + expect(Object.isFrozen(demoViews())).toBe(true); + }); +}); +``` + +- [ ] **Step 2: Run the test to verify it fails** + +Run: `cd examples/chat/angular && npx vitest run src/app/demo-views` +Expected: FAIL — cannot resolve `./demo-views`. + +- [ ] **Step 3: Create the registry and use it everywhere** + +```ts +// examples/chat/angular/src/app/demo-views.ts +import { a2uiBasicCatalog, withViews, type ViewRegistry } from '@threadplane/chat'; +import { BackupTableComponent } from './backup-table.component'; + +/** + * The view registry every demo surface passes to ``: the A2UI + * basic catalog (so `---a2ui_JSON---` messages mount a surface) plus the + * frontend components registered for specific SERVER tool calls by name. + * Registering `list_backups` here is what turns that tool's JSON result into + * a table in the transcript, in the hero and in the demo a visitor takes over. + */ +export function demoViews(): ViewRegistry { + return withViews(a2uiBasicCatalog(), { list_backups: BackupTableComponent }); +} +``` + +In `hero/hero-mode.component.ts`: +- remove `a2uiBasicCatalog,` from the `@threadplane/chat` import; +- add `import { demoViews } from '../demo-views';`; +- replace `protected readonly catalog = a2uiBasicCatalog();` with `protected readonly catalog = demoViews();`. + +In `modes/embed-mode.component.ts`, `modes/popup-mode.component.ts`, `modes/sidebar-mode.component.ts`: +- change the `@threadplane/chat` import to drop `a2uiBasicCatalog` (keep the composition component import); +- add `import { demoViews } from '../demo-views';`; +- replace `protected readonly catalog = a2uiBasicCatalog();` with `protected readonly catalog = demoViews();` and update the comment above it to: `// A2UI catalog + registered tool views — see demo-views.ts.` + +- [ ] **Step 4: Run the example's unit suite and a build** + +Run: `cd examples/chat/angular && npx vitest run` +Expected: all PASS (the hero-mode spec and mode specs still boot). + +Run: `npx nx build examples-chat-angular --configuration=production 2>&1 | tail -15` +Expected: build succeeds; note the bundle size stays inside the production budget (see memory: prod-only bundle budget). + +- [ ] **Step 5: Commit** + +```bash +git add examples/chat/angular/src/app/demo-views.ts examples/chat/angular/src/app/demo-views.spec.ts examples/chat/angular/src/app/hero/hero-mode.component.ts examples/chat/angular/src/app/modes/ +git commit -m "feat(examples/chat): register the list_backups view on the hero and every demo mode + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 8: The approval chip sends the hero prompt; retire the aimock hero fixture + +**Files:** +- Modify: `examples/chat/angular/src/app/modes/welcome-suggestions.ts` +- Modify: `examples/chat/angular/src/app/hero/hero-script.ts` (the `HERO_PROMPTS` doc comment) +- Delete: `examples/chat/angular/e2e/fixtures/hero-approval.json` +- Modify: `examples/chat/angular/e2e/record-hero.config.ts`, `examples/chat/angular/e2e/record-hero-poster-mobile.record.ts` (comments) +- Test: `examples/chat/angular/src/app/modes/welcome-suggestions.spec.ts` + +- [ ] **Step 1: Write the failing test** + +Append inside the `describe` in `welcome-suggestions.spec.ts`: + +```ts + it('the approval chip sends the hero prompt verbatim so the demo runs the same scenario', async () => { + const { HERO_PROMPTS } = await import('../hero/hero-script'); + const chip = MORE_SUGGESTIONS.find((s) => s.id === 'approve-before-a-destructive'); + expect(chip?.value).toBe(HERO_PROMPTS[0]); + expect(chip?.value).not.toMatch(/request_approval/); + }); +``` + +- [ ] **Step 2: Run the test to verify it fails** + +Run: `cd examples/chat/angular && npx vitest run src/app/modes/welcome-suggestions.spec` +Expected: FAIL — the chip still names `request_approval`. + +- [ ] **Step 3: Update the chip** + +In `welcome-suggestions.ts`, replace the `approve-before-a-destructive` entry with: + +```ts + { + // The id is linked from the website (`section-media.ts`); keep it stable. + id: 'approve-before-a-destructive', + label: 'Approve before a destructive action', + // Byte-identical to HERO_PROMPTS[0]: the demo runs the hero's scenario. + value: 'Clean up our old database backups, anything older than 90 days.', + description: 'Lists the backups, then pauses for your approval before deleting any.', + }, +``` + +- [ ] **Step 4: Retire the aimock hero fixture and fix the comments that point at it** + +Delete `examples/chat/angular/e2e/fixtures/hero-approval.json`. aimock matches on `userMessage` + `hasToolResult` only, which cannot script list → delete → resume, so the hero recording is live-only from now on (`record-hero-live.config.ts`). + +In `hero/hero-script.ts`, replace the first paragraph of the `HERO_PROMPTS` comment (`The two prompts must stay VERBATIM: aimock fixtures match on the exact user message (see e2e/fixtures/hero-approval.json and contact-form.json), so rewording either one breaks recording.`) with: + +``` + * The two prompts must stay VERBATIM. The first is also the demo's + * "Approve before a destructive action" chip (welcome-suggestions.ts, pinned + * by its spec) and the recording in public/hero-replay.json was made from it; + * the second matches the aimock fixture e2e/fixtures/contact-form.json. +``` + +and replace its last paragraph (`hero-approval.json is a fixture of its OWN ... must not be unified.`) with: + +``` + * `interrupt-approval.json` and `record-demo.record.ts` still exercise the + * older, explicit phrasing of this request on purpose, so the two texts are + * not byte-identical and must not be unified. The hero itself is recorded + * LIVE (record-hero-live.config.ts): with real tools behind the pause, the + * post-approval turn is executed, not scripted, and aimock cannot stage a + * list → delete → resume sequence. +``` + +Also update the paragraph that begins `An earlier version of this prompt spelled out` so its final sentence reads: `Verified live against gpt-5-mini before this fixture was written: 12 of 12 runs of the bare prompt paused for approval first, and (after the executable tools landed) every measured run listed the inventory before asking — see scripts/measure_approval_turn.py in the Python package.` + +In `e2e/record-hero.config.ts`, replace the header comment with: + +```ts +/** + * Playwright config for the hero POSTER recorders. Mirrors + * `record-demo.config.ts` — same aimock-backed global setup, so the demo + * boots without an API key — but captures stills, not a clip. + * + * `record-hero-fixture.record.ts` also matches `testMatch`, but must NOT be + * run through this config: the fixture is recorded against the real model via + * `record-hero-live.config.ts`, because the post-approval turn now executes + * real tools and aimock cannot stage that sequence. + * + * npx playwright test --config examples/chat/angular/e2e/record-hero.config.ts record-hero-poster + */ +``` + +In `e2e/record-hero-poster-mobile.record.ts`, replace the paragraph beginning `The height budget is just as coupled, and to the FIXTURE rather than the replay:` with: + +``` + * The height budget is just as coupled, and to the REPLAY: the opening line + * of the recorded post-approval answer in `public/hero-replay.json` has to fit + * on ONE line at 390px (about 44 characters) or the whole block shifts up and + * the first line is sliced off the top edge. Re-check it on every re-record. +``` + +- [ ] **Step 5: Run the tests** + +Run: `cd examples/chat/angular && npx vitest run src/app/modes src/app/hero` +Expected: all PASS. + +Run: `grep -rn "hero-approval" examples/ docs/superpowers/plans/2026-09-02-hero-demo-route.md | grep -v "^docs" ; echo "exit=$?"` +Expected: no matches outside `docs/`. + +- [ ] **Step 6: Commit** + +```bash +git add -A examples/chat/angular/src/app/modes/welcome-suggestions.ts examples/chat/angular/src/app/modes/welcome-suggestions.spec.ts examples/chat/angular/src/app/hero/hero-script.ts examples/chat/angular/e2e/ +git commit -m "feat(examples/chat): approval chip runs the hero scenario; hero fixture is recorded live only + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 9: Measurement gate — is the post-approval turn compact with tools in hand? + +The spec asserts that real tools make the turn compact. That is a hypothesis; measure it before recording anything. + +**Files:** +- Create: `examples/chat/python/scripts/measure_approval_turn.py` + +- [ ] **Step 1: Write the script** + +```python +# examples/chat/python/scripts/measure_approval_turn.py +"""Measure the hero's post-approval turn against a LIVE backend. + +For each run: new thread, send the hero prompt, wait for the interrupt, +resume with "approved", and record which tools were called and how long the +final assistant message is. Prints per-run rows and the median. + + cd examples/chat/python + export OPENAI_API_KEY=... # the dev server needs it, not this script + uv run langgraph dev --port 2024 --no-browser & + uv run python scripts/measure_approval_turn.py --runs 10 + +Compare against the figures in +docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md: +the shipped narration was 482 characters; before the tools, the walked-through +prompt produced a median 5,802-character plan. The spec's gate: if this is +still thousands of characters, STOP and rethink rather than trimming by hand. +""" +import argparse +import asyncio +import json +import statistics + +from langgraph_sdk import get_client + +PROMPT = "Clean up our old database backups, anything older than 90 days." + + +def _text(content) -> str: + if isinstance(content, str): + return content + if isinstance(content, list): + return "".join(b.get("text", "") for b in content if isinstance(b, dict) and b.get("type") == "text") + return "" + + +async def one_run(client, assistant_id: str) -> dict: + thread = await client.threads.create() + tid = thread["thread_id"] + await client.runs.wait(tid, assistant_id, input={"messages": [{"role": "human", "content": PROMPT}]}) + state = await client.threads.get_state(tid) + interrupted = bool(state.get("tasks") and any(t.get("interrupts") for t in state["tasks"])) + if interrupted: + await client.runs.wait(tid, assistant_id, command={"resume": "approved"}) + state = await client.threads.get_state(tid) + msgs = state["values"]["messages"] + tools = [tc["name"] for m in msgs if m.get("type") == "ai" for tc in (m.get("tool_calls") or [])] + final = next((m for m in reversed(msgs) if m.get("type") == "ai" and not m.get("tool_calls")), None) + text = _text(final.get("content")) if final else "" + backups = state["values"].get("backups") + return { + "thread_id": tid, + "interrupted": interrupted, + "tools": tools, + "chars": len(text), + "lines": text.count("\n") + 1 if text else 0, + "remaining": len(backups) if isinstance(backups, list) else None, + "text": text, + } + + +async def main() -> None: + ap = argparse.ArgumentParser() + ap.add_argument("--runs", type=int, default=10) + ap.add_argument("--url", default="http://localhost:2024") + ap.add_argument("--assistant", default="chat") + ap.add_argument("--show", action="store_true", help="print each final answer") + args = ap.parse_args() + client = get_client(url=args.url) + rows = [] + for i in range(args.runs): + r = await one_run(client, args.assistant) + rows.append(r) + print(f"{i+1:>2} interrupt={r['interrupted']!s:5} chars={r['chars']:>5} lines={r['lines']:>3} remaining={r['remaining']} tools={r['tools']}") + if args.show: + print(" " + r["text"].replace("\n", "\n ")) + chars = [r["chars"] for r in rows] + listed_first = sum(1 for r in rows if r["tools"][:1] == ["list_backups"]) + deleted = sum(1 for r in rows if "delete_backups" in r["tools"]) + print(json.dumps({ + "runs": len(rows), + "interrupted": sum(1 for r in rows if r["interrupted"]), + "list_backups_first": listed_first, + "delete_backups_called": deleted, + "used_request_approval": sum(1 for r in rows if "request_approval" in r["tools"]), + "median_chars": statistics.median(chars) if chars else 0, + "max_chars": max(chars) if chars else 0, + "remaining_rows_after_approval": sorted({r["remaining"] for r in rows if r["remaining"] is not None}), + }, indent=2)) + + +if __name__ == "__main__": + asyncio.run(main()) +``` + +- [ ] **Step 2: Start the backend with the real key and run the measurement** + +```bash +cd examples/chat/python && export OPENAI_API_KEY=$(grep -E '^OPENAI_API_KEY=' ../../../.env | cut -d= -f2-) && (uv run langgraph dev --port 2024 --no-browser > /tmp/lg-measure.log 2>&1 &) && sleep 8 && uv run python scripts/measure_approval_turn.py --runs 10 --show +``` + +Expected: 10 rows. Success criteria for the gate, all three required: +- `interrupted` = 10 and `used_request_approval` = 0 (the pause comes from `delete_backups`); +- `list_backups_first` = 10 and `delete_backups_called` = 10; +- `median_chars` under ~900 with `max_chars` under ~1,400 (the shipped narration is 482; three short sentences with three or five ids lands around 300–700). + +If the median is still in the thousands: STOP. Record the numbers in the spec's Gates section, do not re-record, and report back — the spec says to rethink rather than trim by hand. Do not start Task 10. + +If `remaining_rows_after_approval` is anything other than `[5]`, read the `--show` output: the model is either including a retained id (refused → extra round trip) or not deleting all five. Tighten the docstring of `delete_backups` or the prompt paragraph in Task 4, re-run the Python tests, restart the server, and measure again. + +- [ ] **Step 3: Record the measurement in the spec** + +Append to the `## 5. Gates` section of `docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md`: + +```markdown +**Measured 2026-09-05 (10 live runs, gpt-5-mini, `scripts/measure_approval_turn.py`):** interrupt from `delete_backups` in N/10; `list_backups` first in N/10; median post-approval turn X chars / Y lines (max Z). +``` + +Fill in the real numbers from Step 2's JSON summary. + +- [ ] **Step 4: Stop the backend and commit** + +```bash +pkill -f "langgraph dev --port 2024" ; git add examples/chat/python/scripts/measure_approval_turn.py docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md +git commit -m "chore(examples/chat): measure the post-approval turn live and record the result + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 10: Re-record the hero walkthrough and the posters (only if Task 9's gate passed) + +**Files:** +- Re-record: `examples/chat/angular/public/hero-replay.json` +- Modify: `examples/chat/angular/src/app/hero/hero-replay.fixture.spec.ts` +- Re-record: `apps/website/public/screenshots/hero-walkthrough-poster.webp`, `apps/website/public/screenshots/hero-walkthrough-poster-mobile.webp` + +- [ ] **Step 1: Extend the fixture spec first (it will fail against the old recording)** + +In `hero-replay.fixture.spec.ts`, add after `'the prompt run pauses on an interrupt'`: + +```ts + it('the prompt run lists the inventory and pauses inside delete_backups, not request_approval', () => { + const prompt = JSON.stringify(rec.runs[0].events); + expect(prompt).toMatch(/"name":\s*"list_backups"/); + expect(prompt).toMatch(/"name":\s*"delete_backups"/); + expect(prompt).not.toMatch(/"name":\s*"request_approval"/); + }); + it('the resume run executes the deletion and answers compactly', () => { + const resume = JSON.stringify(rec.runs[1].events); + expect(resume).toMatch(/"deleted":\s*\[/); + // The whole point of the change: the answer is executed, then summarised. + // 1,400 chars is the ceiling the measurement gate accepted; see the spec. + const finalValues = rec.runs[1].events.filter((e) => (e.event as { type?: string }).type === 'values').at(-1); + const messages = ((finalValues?.event as { messages?: { type?: string; content?: unknown; tool_calls?: unknown[] }[] })?.messages ?? []); + const last = [...messages].reverse().find((m) => m.type === 'ai' && !(m.tool_calls && m.tool_calls.length)); + const text = typeof last?.content === 'string' + ? last.content + : (last?.content as { type?: string; text?: string }[] | undefined)?.filter((b) => b.type === 'text').map((b) => b.text ?? '').join('') ?? ''; + expect(text.length).toBeGreaterThan(0); + expect(text.length).toBeLessThan(1400); + }); +``` + +Run: `cd examples/chat/angular && npx vitest run src/app/hero/hero-replay.fixture` +Expected: the two new tests FAIL against the current recording (it calls `request_approval`). + +- [ ] **Step 2: Record live** + +Three terminals (or background processes), per the header of `record-hero-live.config.ts`: + +```bash +cd examples/chat/python && export OPENAI_API_KEY=$(grep -E '^OPENAI_API_KEY=' ../../../.env | cut -d= -f2-) && uv run langgraph dev --port 2024 --no-browser +``` + +```bash +npx nx serve examples-chat-angular --port 4200 +``` + +```bash +npx playwright test -c examples/chat/angular/e2e/record-hero-live.config.ts record-hero-fixture +``` + +Expected: `wrote .../public/hero-replay.json`. Take several takes; keep the one whose resume answer is complete and whose opening line is under 44 characters (the mobile poster constraint). Never edit the text inside the recording. + +Then: `cd examples/chat/angular && npx vitest run src/app/hero/hero-replay.fixture` +Expected: all PASS. + +- [ ] **Step 3: Recalibrate the interrupt dwell comment** + +Count the words of the `reason` in the new `hero-replay.json` (`grep -o '"reason": "[^"]*"' public/hero-replay.json | head -1 | wc -w`). Update the `CALIBRATED TO THE PROPOSAL COPY, which is currently ~40 words` sentence in `hero-script.ts` with the real count, and if it exceeds ~55 words raise `INTERRUPT_DWELL_MS` to 5000 and say why in the comment. `test_approval_reason_is_compact_enough_for_the_hero_dwell` in Task 3 keeps the Python side inside the same budget. + +- [ ] **Step 4: Run the hero e2e on the committed replay** + +Stop the live servers first (memory: never run e2e while a live serve holds the ports): + +```bash +pkill -f "langgraph dev --port 2024"; pkill -f "nx serve examples-chat-angular"; lsof -ti :4200 -ti :2024 | xargs -r kill +``` + +```bash +npx playwright test -c examples/chat/angular/e2e/playwright.config.ts hero.spec.ts interrupt-approval.spec.ts initial-render.spec.ts +``` + +Expected: all PASS. The hero spec waits for `chat-interrupt-panel` and then an `a2ui-surface`; both still come from runs 0 and 2. The approval panel still renders because the interrupt keeps `{ type: 'approval_request', reason }`. + +Also confirm visually that the table renders in the replay: open `http://localhost:4200/hero` from the aimock-backed serve (`npx nx serve examples-chat-angular --port 4200` with no backend is enough for replay mode) and check that an `app-backup-table` element appears before the interrupt panel. A one-liner: + +```bash +npx playwright test -c examples/chat/angular/e2e/playwright.config.ts hero.spec.ts -g "reaches the generated UI" --trace on +``` + +and inspect the trace, or add this assertion to the second hero test right after the interrupt-panel wait and keep it: + +```ts + await expect(page.locator('app-backup-table [data-state="rows"]')).toBeAttached(); +``` + +- [ ] **Step 5: Re-record both posters** + +```bash +npx playwright test --config examples/chat/angular/e2e/record-hero.config.ts record-hero-poster +``` + +Expected: both `record-hero-poster.record.ts` and `record-hero-poster-mobile.record.ts` write their `.webp` files. Check the mobile poster's first answer line is not sliced (open the file), and re-measure the 2800ms wait per the comments in those recorders if the cursor lands on prose. + +Run the website checks that guard posters: + +```bash +cd apps/website && npx vitest run src/lib/section-media.spec.ts src/lib/positioning +``` + +Expected: PASS (poster budgets are absolute; see memory `guard-coupled-to-moving-artifact`). + +- [ ] **Step 6: Commit** + +```bash +git add examples/chat/angular/public/hero-replay.json examples/chat/angular/src/app/hero/ examples/chat/angular/e2e/hero.spec.ts apps/website/public/screenshots/hero-walkthrough-poster.webp apps/website/public/screenshots/hero-walkthrough-poster-mobile.webp +git commit -m "feat(hero): re-record the walkthrough with the executable approval tools + +Co-Authored-By: Claude Fable 5.1 " +``` + +--- + +### Task 11: Full verification and PR + +- [ ] **Step 1: Run every affected check** + +```bash +cd examples/chat/python && uv run pytest -q +``` +Expected: all PASS. + +```bash +npx nx run-many -t lint test --projects=chat,examples-chat-angular 2>&1 | sed 's/\x1b\[[0-9;]*m//g' | tail -30 +``` +Expected: tests PASS; lint reports no `error` lines. + +```bash +npx nx build examples-chat-angular --configuration=production 2>&1 | tail -8 +``` +Expected: success, budget respected. + +```bash +cd apps/website && npx vitest run +``` +Expected: PASS (public-copy contract, section-media id cross-check, poster budgets). + +- [ ] **Step 2: Push and open the PR** + +```bash +git push -u origin blove/hero-executable-approval-design-23b7b3 +gh pr create --title "feat(examples/chat): executable approval tools behind the hero's pause" --body-file - <<'EOF' +## Why + +The hero's approval beat replayed an authored narration describing behaviour the product did not have: after approval the graph had nothing to execute, so the model either asked clarifying questions or wrote a 5,800-character ops document. Spec: `docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md`. + +## What + +- `examples/chat/python/src/backups.py`: a demo-owned inventory seeded into the graph `State` (rides the checkpoint), `list_backups`, and `delete_backups` whose FIRST statement is `interrupt()` — approval is enforced by code, not by the system prompt. Retained ids are refused before any interrupt. +- `libs/chat` `chat-tool-views`: a JSON-object string result (how a LangGraph ToolMessage carries a dict return) is parsed into view props. +- `BackupTableComponent` registered as the `list_backups` tool view on the hero and all three demo modes via one `demoViews()` registry; the "Approve before a destructive action" chip now runs the same scenario. +- The hero fixture is recorded live only (aimock cannot stage list → delete → resume); `hero-replay.json` and both posters re-recorded. + +## Measurement gate + + + +## Tests + +- Python: seeding, filtering, retain refusal, and `test_delete_without_approval_interrupts_and_deletes_nothing` — mutation-checked by replacing the `interrupt()` call, which turns it red. +- Angular: tool view's three states; registry composition; chip pinned to the hero prompt; replay-fixture spec now requires `list_backups` + `delete_backups` in the prompt run and a compact resume answer. +- Hero, interrupt-approval and initial-render e2e green on the committed replay. + +🤖 Generated with [Claude Code](https://claude.com/claude-code) +EOF +``` + +--- + +## Self-review against the spec + +| Spec section | Task | +|---|---| +| §3 State: `backups` channel, seeded, per-thread, survives interrupt/resume/reload | Task 1 (channel + seed), Task 2 (first touch writes it), Task 3 (`test_approval_deletes_exactly_the_named_rows_and_persists`) | +| §3 Tools: `list_backups(older_than_days)` via `InjectedState` | Task 2 | +| §3 Tools: `delete_backups(ids)` interrupts BEFORE anything; resume removes via `Command`; declined deletes nothing; hard-refuses `retain` | Task 3 | +| §3 Idempotent pre-interrupt work | Task 3 (pure lookups only before `interrupt()`, documented inline) | +| §3 Keeps `{ type: 'approval_request', reason }` so the panel renders unchanged | Task 3 payload; Task 10 Step 4 e2e | +| §3 Why the guardrail is real | Task 3 Step 5 mutation check | +| §3 `request_approval` stays for the generic case | Task 4 keeps it in `SERVER_TOOLS`; prompt exception paragraph | +| §3 Rendering: registered tool view merged with the A2UI catalog; shows pending then rows | Tasks 5, 6, 7 | +| §3 Reach: demo shell views + welcome chip | Tasks 7, 8 | +| §4 Python tests incl. mutation-checked guardrail; Angular three-state specs; hero e2e on replay | Tasks 1–3, 6, 10 | +| §5 Prerequisite (400) | landed in PR #1005; noted in header | +| §5 Measurement gate before re-recording | Task 9, with an explicit STOP | +| §6 Out of scope (docs guide, cockpit example, title bubble, shared message id) | untouched | + +Type consistency: `BackupRow` field names (`id`, `location`, `created_at`, `size_gb`, `retain`) match the Python `Backup` TypedDict and the `list_backups` JSON (`older_than_days`, `backups`, `total`); the view's public input names are `older_than_days` (alias), `backups`, `total`, `status`, which are exactly the props `chat-tool-views` produces after Task 5. `demoViews()` is the single name used in Task 7's four call sites. `SERVER_TOOLS` is the single name used in Task 4's code and test. From c9c4abf53559f075752d7680df76cf2ebb21ebdb Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:17:13 -0700 Subject: [PATCH 03/14] feat(examples/chat): seed a demo-owned backup inventory into the graph State Co-Authored-By: Claude Fable 5.1 --- examples/chat/python/src/backups.py | 67 +++++++++++++++++++++ examples/chat/python/src/graph.py | 6 ++ examples/chat/python/tests/test_backups.py | 70 ++++++++++++++++++++++ 3 files changed, 143 insertions(+) create mode 100644 examples/chat/python/src/backups.py create mode 100644 examples/chat/python/tests/test_backups.py diff --git a/examples/chat/python/src/backups.py b/examples/chat/python/src/backups.py new file mode 100644 index 000000000..58c725978 --- /dev/null +++ b/examples/chat/python/src/backups.py @@ -0,0 +1,67 @@ +"""Demo-owned backup inventory and the tools that act on it. + +Why this exists: the hero's approval beat used to replay an authored answer, +because after approval the graph had nothing to execute — `request_approval` +was the only relevant tool. These two tools give the model something REAL to +do, against state the demo owns, and put the approval interrupt inside the +destructive tool so it is enforced by code rather than by the system prompt. + +The inventory lives in the graph State (see ``State.backups`` in graph.py) +so it rides the checkpoint: per-thread isolated, and it survives the +interrupt, the resume, and a page reload. + +The clock is FROZEN. Ages are measured against ``INVENTORY_TODAY`` rather than +``date.today()`` so that "older than 90 days" selects the same rows on every +run — a recording made today must replay the same inventory next year. +""" +import json +from datetime import date +from typing import Annotated + +from langchain_core.messages import ToolMessage +from langchain_core.tools import InjectedToolCallId, tool +from langgraph.prebuilt import InjectedState +from langgraph.types import Command, interrupt +from typing_extensions import NotRequired, TypedDict + + +class Backup(TypedDict): + id: str + location: str + created_at: str # ISO date, YYYY-MM-DD + size_gb: float + retain: NotRequired[bool] + + +INVENTORY_TODAY = "2026-09-05" + +_SEED: list[Backup] = [ + {"id": "bk-2026-08-30-prod", "location": "s3://acme-db-backups/prod/2026-08-30.dump.gz", "created_at": "2026-08-30", "size_gb": 41.2}, + {"id": "bk-2026-08-16-prod", "location": "s3://acme-db-backups/prod/2026-08-16.dump.gz", "created_at": "2026-08-16", "size_gb": 40.7}, + {"id": "bk-2026-07-05-prod", "location": "s3://acme-db-backups/prod/2026-07-05.dump.gz", "created_at": "2026-07-05", "size_gb": 39.1}, + {"id": "bk-2026-05-28-prod", "location": "s3://acme-db-backups/prod/2026-05-28.dump.gz", "created_at": "2026-05-28", "size_gb": 37.8}, + {"id": "bk-2026-04-30-prod", "location": "s3://acme-db-backups/prod/2026-04-30.dump.gz", "created_at": "2026-04-30", "size_gb": 36.4}, + {"id": "bk-2026-03-15-prod", "location": "s3://acme-db-backups/prod/2026-03-15.dump.gz", "created_at": "2026-03-15", "size_gb": 35.0, "retain": True}, + {"id": "bk-2026-02-01-staging", "location": "s3://acme-db-backups/staging/2026-02-01.dump.gz", "created_at": "2026-02-01", "size_gb": 12.3}, + {"id": "bk-2025-12-31-prod", "location": "s3://acme-db-backups/prod/2025-12-31.dump.gz", "created_at": "2025-12-31", "size_gb": 33.6, "retain": True}, +] + + +def seed_backups() -> list[Backup]: + """A fresh copy of the fixed inventory. Copied so a caller's edits never + leak into the next thread.""" + return [dict(row) for row in _SEED] # type: ignore[return-value] + + +def inventory_of(state: dict) -> list[Backup]: + """The thread's inventory, or the seed when the thread has none yet.""" + rows = state.get("backups") if isinstance(state, dict) else None + return list(rows) if rows else seed_backups() + + +def age_days(backup: Backup) -> int: + return (date.fromisoformat(INVENTORY_TODAY) - date.fromisoformat(backup["created_at"])).days + + +def older_than(inventory: list[Backup], days: int) -> list[Backup]: + return [b for b in inventory if age_days(b) >= days] diff --git a/examples/chat/python/src/graph.py b/examples/chat/python/src/graph.py index cfea76386..7d6883d4c 100644 --- a/examples/chat/python/src/graph.py +++ b/examples/chat/python/src/graph.py @@ -45,6 +45,7 @@ from threadplane.middleware.langgraph import announce_subagent, bind_client_tools, client_tool_names +from src.backups import Backup from src.streaming.a2ui_partial_handler import A2uiPartialHandler from src.streaming.envelope_tool import render_a2ui_surface from src.streaming.envelope_normalizer import normalize_envelope_args @@ -420,6 +421,11 @@ class State(TypedDict): # Trip itinerary the frontend client tools (add_stop/move_stop/...) # mutate. per-thread checkpoint; last-write-wins (plain key) itinerary: list[Stop] + # Demo-owned backup inventory the list_backups / delete_backups tools act + # on. Seeded from src/backups.py on first use; per-thread checkpoint, + # last-write-wins (plain key). See the module docstring for why it lives + # in State rather than in a tool-local variable. + backups: Optional[list[Backup]] def build_system_prompt(gen_ui_mode: str, client_tools: list, itinerary: list) -> str: diff --git a/examples/chat/python/tests/test_backups.py b/examples/chat/python/tests/test_backups.py new file mode 100644 index 000000000..5c610bc5c --- /dev/null +++ b/examples/chat/python/tests/test_backups.py @@ -0,0 +1,70 @@ +"""Backup inventory + the executable approval tools. + +The inventory is demo-owned state: seeded from a fixed list against a FROZEN +clock so every thread starts identically and a recording is reproducible. +""" +import json +from typing import Annotated, Optional + +import pytest +from langchain_core.messages import AIMessage, ToolMessage +from langgraph.checkpoint.memory import MemorySaver +from langgraph.graph import END, StateGraph +from langgraph.graph.message import add_messages +from langgraph.prebuilt import ToolNode +from langgraph.types import Command +from typing_extensions import TypedDict + + +@pytest.mark.smoke +def test_state_declares_backups_channel(): + from src.graph import State + assert "backups" in State.__annotations__ + + +def test_seed_is_fixed_and_fresh_per_call(): + from src.backups import seed_backups + a = seed_backups() + b = seed_backups() + assert a == b + assert a is not b, "callers mutate their copy; the seed must not be shared" + assert len(a) == 8 + assert all({"id", "location", "created_at", "size_gb"} <= set(row) for row in a) + + +def test_inventory_of_falls_back_to_seed_when_state_is_empty(): + from src.backups import inventory_of, seed_backups + assert inventory_of({}) == seed_backups() + assert inventory_of({"backups": None}) == seed_backups() + rows = [{"id": "x", "location": "s3://x", "created_at": "2026-01-01", "size_gb": 1.0}] + assert inventory_of({"backups": rows}) == rows + + +def test_age_is_measured_against_the_frozen_clock(): + from src.backups import INVENTORY_TODAY, age_days + assert INVENTORY_TODAY == "2026-09-05" + assert age_days({"created_at": "2026-09-05"}) == 0 + assert age_days({"created_at": "2026-06-07"}) == 90 + + +def test_older_than_selects_rows_at_or_past_the_threshold(): + from src.backups import older_than, seed_backups + old = older_than(seed_backups(), 90) + ids = [b["id"] for b in old] + assert ids == [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-03-15-prod", + "bk-2026-02-01-staging", + "bk-2025-12-31-prod", + ] + assert older_than(seed_backups(), 0) == seed_backups() + assert older_than(seed_backups(), 10_000) == [] + + +def test_two_seed_rows_are_retained_and_both_are_old(): + from src.backups import older_than, seed_backups + retained = [b["id"] for b in seed_backups() if b.get("retain")] + assert retained == ["bk-2026-03-15-prod", "bk-2025-12-31-prod"] + old_ids = {b["id"] for b in older_than(seed_backups(), 90)} + assert set(retained) <= old_ids, "the retain rule must matter for the 90-day scenario" From 3f9e6cd6409dea2d715bb6372d3812988861bc2f Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:17:36 -0700 Subject: [PATCH 04/14] feat(examples/chat): list_backups reads the inventory through InjectedState Co-Authored-By: Claude Fable 5.1 --- examples/chat/python/src/backups.py | 28 ++++++++++++ examples/chat/python/tests/test_backups.py | 53 ++++++++++++++++++++++ 2 files changed, 81 insertions(+) diff --git a/examples/chat/python/src/backups.py b/examples/chat/python/src/backups.py index 58c725978..4cfb37695 100644 --- a/examples/chat/python/src/backups.py +++ b/examples/chat/python/src/backups.py @@ -65,3 +65,31 @@ def age_days(backup: Backup) -> int: def older_than(inventory: list[Backup], days: int) -> list[Backup]: return [b for b in inventory if age_days(b) >= days] + + +@tool +def list_backups( + older_than_days: int, + state: Annotated[dict, InjectedState], + tool_call_id: Annotated[str, InjectedToolCallId], +) -> Command: + """List database backups whose age is at least `older_than_days` days. + + Read-only. Returns JSON with `older_than_days`, the matching `backups` + (each with id, location, created_at, size_gb, and `retain: true` when + the backup is under a retention hold and must never be deleted), and + `total`, the size of the whole inventory. Pass 0 to list everything. + """ + inventory = inventory_of(state) + rows = older_than(inventory, older_than_days) + content = json.dumps( + {"older_than_days": older_than_days, "backups": rows, "total": len(inventory)} + ) + # Writes the inventory back even on a read so the FIRST touch seeds the + # checkpoint: from here on the thread owns its rows explicitly. + return Command( + update={ + "backups": inventory, + "messages": [ToolMessage(content=content, tool_call_id=tool_call_id)], + } + ) diff --git a/examples/chat/python/tests/test_backups.py b/examples/chat/python/tests/test_backups.py index 5c610bc5c..f9c8a20e5 100644 --- a/examples/chat/python/tests/test_backups.py +++ b/examples/chat/python/tests/test_backups.py @@ -68,3 +68,56 @@ def test_two_seed_rows_are_retained_and_both_are_old(): assert retained == ["bk-2026-03-15-prod", "bk-2025-12-31-prod"] old_ids = {b["id"] for b in older_than(seed_backups(), 90)} assert set(retained) <= old_ids, "the retain rule must matter for the 90-day scenario" + + +class _ToolState(TypedDict): + messages: Annotated[list, add_messages] + backups: Optional[list] + + +def _tool_graph(*tools): + """A one-node graph around ToolNode with an in-memory checkpointer, so the + tools run exactly the way the real graph runs them (InjectedState, + Command updates, interrupts) without an LLM.""" + b = StateGraph(_ToolState) + b.add_node("tools", ToolNode(list(tools))) + b.set_entry_point("tools") + b.add_edge("tools", END) + return b.compile(checkpointer=MemorySaver()) + + +def _call(name: str, args: dict, call_id: str = "t1") -> dict: + return {"messages": [AIMessage(content="", tool_calls=[{"name": name, "args": args, "id": call_id}])]} + + +def _last_tool_json(result: dict) -> dict: + msg = result["messages"][-1] + assert isinstance(msg, ToolMessage) + return json.loads(msg.content) + + +def test_list_backups_returns_matching_rows_and_seeds_the_thread(): + from src.backups import list_backups, seed_backups + g = _tool_graph(list_backups) + cfg = {"configurable": {"thread_id": "list-1"}} + out = g.invoke(_call("list_backups", {"older_than_days": 90}), cfg) + payload = _last_tool_json(out) + assert payload["older_than_days"] == 90 + assert [b["id"] for b in payload["backups"]] == [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-03-15-prod", + "bk-2026-02-01-staging", + "bk-2025-12-31-prod", + ] + assert payload["total"] == 8 + assert g.get_state(cfg).values["backups"] == seed_backups() + + +def test_list_backups_reads_the_thread_inventory_not_the_seed(): + from src.backups import list_backups + g = _tool_graph(list_backups) + cfg = {"configurable": {"thread_id": "list-2"}} + only = [{"id": "bk-only", "location": "s3://x", "created_at": "2025-01-01", "size_gb": 1.0}] + out = g.invoke({**_call("list_backups", {"older_than_days": 1}), "backups": only}, cfg) + assert [b["id"] for b in _last_tool_json(out)["backups"]] == ["bk-only"] From 1e8a9ac47709a5af2bad9c11ad712df606c58fa6 Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:18:22 -0700 Subject: [PATCH 05/14] feat(examples/chat): delete_backups interrupts for approval before it can delete Co-Authored-By: Claude Fable 5.1 --- examples/chat/python/src/backups.py | 93 ++++++++++++++++++ examples/chat/python/tests/test_backups.py | 108 +++++++++++++++++++++ 2 files changed, 201 insertions(+) diff --git a/examples/chat/python/src/backups.py b/examples/chat/python/src/backups.py index 4cfb37695..ea40d9eaf 100644 --- a/examples/chat/python/src/backups.py +++ b/examples/chat/python/src/backups.py @@ -93,3 +93,96 @@ def list_backups( "messages": [ToolMessage(content=content, tool_call_id=tool_call_id)], } ) + + +_APPROVAL_WORDS = ("approve", "yes", "ok", "okay", "confirm", "proceed", "go ahead") + + +def is_approval(response: object) -> bool: + """True only for an unambiguous yes. Free text that merely mentions + approval ("approve the prod ones but keep staging") is NOT a yes — the + model gets the words back and re-plans instead.""" + text = str(response or "").strip().lower() + if not text: + return False + if text.startswith(("approve", "approved")): + return True + return text in _APPROVAL_WORDS + + +def approval_reason(targets: list[Backup]) -> str: + total_gb = round(sum(b["size_gb"] for b in targets), 1) + ids = ", ".join(b["id"] for b in targets) + return ( + f"Delete {len(targets)} backups ({total_gb} GB): {ids}. " + "This permanently removes them from storage and cannot be undone." + ) + + +def _refusal(ids: list[str], error: str, tool_call_id: str) -> Command: + content = json.dumps({"deleted": [], "refused": ids, "error": error}) + return Command(update={"messages": [ToolMessage(content=content, tool_call_id=tool_call_id)]}) + + +@tool +def delete_backups( + ids: list[str], + state: Annotated[dict, InjectedState], + tool_call_id: Annotated[str, InjectedToolCallId], +) -> Command: + """Permanently delete the backups with these ids. + + This tool PAUSES for the human's approval on its own before deleting + anything, so do not call `request_approval` first. Pass only ids + returned by `list_backups`, and never an id whose backup carries + `retain: true` — the call is refused outright, nothing is deleted, and + you must call again without it. Returns JSON: `deleted` (ids removed), + `freed_gb`, and `remaining` (rows left in the inventory). If the human + declines, `declined` is true, nothing is deleted, and `human_response` + carries their words so you can adjust the plan. + """ + # Everything above the interrupt() call is idempotent on purpose: + # LangGraph re-runs this function on resume, and interrupt() returns the + # human's answer on that second pass. request_approval in graph.py works + # the same way and is the precedent. + inventory = inventory_of(state) + by_id = {b["id"]: b for b in inventory} + if not ids: + return _refusal([], "No ids given; call list_backups first.", tool_call_id) + unknown = [i for i in ids if i not in by_id] + if unknown: + return _refusal(unknown, f"Unknown backup ids: {', '.join(unknown)}. Nothing was deleted.", tool_call_id) + retained = [i for i in ids if by_id[i].get("retain")] + if retained: + return _refusal( + retained, + f"Refused: {', '.join(retained)} tagged retain and cannot be deleted. Nothing was deleted.", + tool_call_id, + ) + + targets = [by_id[i] for i in ids] + # The guardrail. There is no path to the deletion below that skips this + # line, so a prompt cannot talk past it and neither can a jailbreak. + decision = interrupt({"type": "approval_request", "reason": approval_reason(targets), "ids": ids}) + + if not is_approval(decision): + content = json.dumps( + {"deleted": [], "declined": True, "human_response": str(decision or ""), "remaining": len(inventory)} + ) + return Command(update={"messages": [ToolMessage(content=content, tool_call_id=tool_call_id)]}) + + doomed = set(ids) + remaining = [b for b in inventory if b["id"] not in doomed] + content = json.dumps( + { + "deleted": ids, + "freed_gb": round(sum(b["size_gb"] for b in targets), 1), + "remaining": len(remaining), + } + ) + return Command( + update={ + "backups": remaining, + "messages": [ToolMessage(content=content, tool_call_id=tool_call_id)], + } + ) diff --git a/examples/chat/python/tests/test_backups.py b/examples/chat/python/tests/test_backups.py index f9c8a20e5..ae65523f2 100644 --- a/examples/chat/python/tests/test_backups.py +++ b/examples/chat/python/tests/test_backups.py @@ -121,3 +121,111 @@ def test_list_backups_reads_the_thread_inventory_not_the_seed(): only = [{"id": "bk-only", "location": "s3://x", "created_at": "2025-01-01", "size_gb": 1.0}] out = g.invoke({**_call("list_backups", {"older_than_days": 1}), "backups": only}, cfg) assert [b["id"] for b in _last_tool_json(out)["backups"]] == ["bk-only"] + + +_OLD_DELETABLE = ["bk-2026-05-28-prod", "bk-2026-04-30-prod", "bk-2026-02-01-staging"] + + +def test_delete_without_approval_interrupts_and_deletes_nothing(): + """The test that carries the whole claim. Mutation-checked: with the + `interrupt(...)` call removed from delete_backups this MUST fail.""" + from src.backups import delete_backups, inventory_of, seed_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-1"}} + out = g.invoke(_call("delete_backups", {"ids": _OLD_DELETABLE}), cfg) + + assert "__interrupt__" in out, "delete_backups must pause before doing anything" + value = out["__interrupt__"][0].value + assert value["type"] == "approval_request" + assert isinstance(value["reason"], str) + for bid in _OLD_DELETABLE: + assert bid in value["reason"] + assert value["ids"] == _OLD_DELETABLE + + # Nothing was written: no ToolMessage, and the inventory is still whole. + assert not any(isinstance(m, ToolMessage) for m in g.get_state(cfg).values["messages"]) + assert inventory_of(g.get_state(cfg).values) == seed_backups() + + +def test_approval_deletes_exactly_the_named_rows_and_persists(): + from src.backups import delete_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-2"}} + g.invoke(_call("delete_backups", {"ids": _OLD_DELETABLE}), cfg) + out = g.invoke(Command(resume="approved"), cfg) + + payload = _last_tool_json(out) + assert payload["deleted"] == _OLD_DELETABLE + assert payload["remaining"] == 5 + assert payload["freed_gb"] == pytest.approx(37.8 + 36.4 + 12.3) + remaining_ids = {b["id"] for b in g.get_state(cfg).values["backups"]} + assert remaining_ids.isdisjoint(_OLD_DELETABLE) + assert len(remaining_ids) == 5 + + +@pytest.mark.parametrize("answer", ["denied", "no", "Stop, keep the staging one", ""]) +def test_anything_but_approval_deletes_nothing(answer): + from src.backups import delete_backups, inventory_of, seed_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": f"del-3-{answer!r}"}} + g.invoke(_call("delete_backups", {"ids": _OLD_DELETABLE}), cfg) + out = g.invoke(Command(resume=answer), cfg) + + payload = _last_tool_json(out) + assert payload["deleted"] == [] + assert payload["declined"] is True + assert payload["human_response"] == answer + assert inventory_of(g.get_state(cfg).values) == seed_backups() + + +@pytest.mark.parametrize("answer", ["approved", "Approve", "APPROVED — go ahead", "yes", "ok", "confirm"]) +def test_approval_wording_is_recognised(answer): + from src.backups import delete_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": f"del-4-{answer!r}"}} + g.invoke(_call("delete_backups", {"ids": ["bk-2026-02-01-staging"]}), cfg) + out = g.invoke(Command(resume=answer), cfg) + assert _last_tool_json(out)["deleted"] == ["bk-2026-02-01-staging"] + + +def test_retained_ids_are_refused_before_any_interrupt(): + from src.backups import delete_backups, inventory_of, seed_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-5"}} + out = g.invoke(_call("delete_backups", {"ids": ["bk-2026-05-28-prod", "bk-2026-03-15-prod"]}), cfg) + + assert "__interrupt__" not in out, "a refusal must not ask a human to approve it" + payload = _last_tool_json(out) + assert payload["deleted"] == [] + assert payload["refused"] == ["bk-2026-03-15-prod"] + assert "retain" in payload["error"] + assert inventory_of(g.get_state(cfg).values) == seed_backups() + + +def test_unknown_ids_are_refused_before_any_interrupt(): + from src.backups import delete_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-6"}} + out = g.invoke(_call("delete_backups", {"ids": ["bk-nope"]}), cfg) + assert "__interrupt__" not in out + payload = _last_tool_json(out) + assert payload["deleted"] == [] + assert payload["refused"] == ["bk-nope"] + + +def test_empty_id_list_is_refused(): + from src.backups import delete_backups + g = _tool_graph(delete_backups) + cfg = {"configurable": {"thread_id": "del-7"}} + out = g.invoke(_call("delete_backups", {"ids": []}), cfg) + assert "__interrupt__" not in out + assert _last_tool_json(out)["deleted"] == [] + + +def test_approval_reason_is_compact_enough_for_the_hero_dwell(): + """INTERRUPT_DWELL_MS in hero-script.ts is calibrated to a ~40-word + proposal. The reason for five ids must stay well inside that budget.""" + from src.backups import approval_reason, older_than, seed_backups + reason = approval_reason(older_than(seed_backups(), 90)) + assert len(reason.split()) <= 60 + assert "bk-2026-05-28-prod" in reason From ab0a4d1ac3d24406bf37e28cbf461d31f3b7bf56 Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:18:53 -0700 Subject: [PATCH 06/14] feat(examples/chat): bind list_backups and delete_backups and route cleanup requests to them Co-Authored-By: Claude Fable 5.1 --- examples/chat/python/src/graph.py | 20 ++++++++++++++++--- .../chat/python/tests/test_graph_smoke.py | 17 ++++++++++++++++ 2 files changed, 34 insertions(+), 3 deletions(-) diff --git a/examples/chat/python/src/graph.py b/examples/chat/python/src/graph.py index 7d6883d4c..dfa9d9579 100644 --- a/examples/chat/python/src/graph.py +++ b/examples/chat/python/src/graph.py @@ -45,7 +45,7 @@ from threadplane.middleware.langgraph import announce_subagent, bind_client_tools, client_tool_names -from src.backups import Backup +from src.backups import Backup, delete_backups, list_backups from src.streaming.a2ui_partial_handler import A2uiPartialHandler from src.streaming.envelope_tool import render_a2ui_surface from src.streaming.envelope_normalizer import normalize_envelope_args @@ -151,6 +151,15 @@ async def generate_title(state: "State", config: RunnableConfig) -> dict: "call `request_approval` with a clear `reason` BEFORE doing the action. " "Do not assume permission. The human's response will tell you whether to " "proceed, modify, or stop. " + "Exception — backup cleanup. When the user asks to clean up, prune, or " + "delete database backups, first call `list_backups` with the age " + "threshold they gave (in days) to see exactly what qualifies, then call " + "`delete_backups` with the exact ids you intend to remove, excluding any " + "row marked `retain: true`. `delete_backups` pauses for the human's " + "approval by itself, so do not call `request_approval` first. Once the " + "tool returns, reply in two or three short sentences: what was deleted, " + "how much space it freed, and what was kept and why. Do not restate the " + "table and do not propose further steps unless the human declined. " "When the user asks for in-depth research on a focused topic (history, " "motivation, comparison, deep-dive on something they want explained), " "call the `research` tool to dispatch a subagent that focuses on that " @@ -354,6 +363,11 @@ async def research( return "(no research returned)" +# Server-side tools bound on every turn. generate() appends the ONE GenUI tool +# for the current mode; ToolNode below is bound to both GenUI tools so either +# side of that conditional resolves at execution time. +SERVER_TOOLS = [search_documents, request_approval, research, list_backups, delete_backups] + # Used by emit_generated_surface to prepend the chat composition's # content-classifier sentinel for A2UI mode. The classifier triggers # rendering when an AI message content begins with this prefix. @@ -487,7 +501,7 @@ async def generate(state: State, config: RunnableConfig) -> dict: # browser-declared tool by name (add_stop/move_stop/clear_day/day_card). llm = bind_client_tools( ChatOpenAI(**kwargs), - [search_documents, request_approval, research, gen_ui_tool], + [*SERVER_TOOLS, gen_ui_tool], state, ) # Append A2UI v0.9 schema to system prompt when in a2ui mode, so the parent @@ -769,7 +783,7 @@ async def attach_citations(state: State) -> dict: _builder = StateGraph(State) _builder.add_node("generate", generate) _builder.add_node("tools", ToolNode([ - search_documents, request_approval, research, + *SERVER_TOOLS, render_a2ui_surface, generate_json_render_spec, ])) _builder.add_node("emit_generated_surface", emit_generated_surface) diff --git a/examples/chat/python/tests/test_graph_smoke.py b/examples/chat/python/tests/test_graph_smoke.py index 9f4a70086..e5a69510a 100644 --- a/examples/chat/python/tests/test_graph_smoke.py +++ b/examples/chat/python/tests/test_graph_smoke.py @@ -460,3 +460,20 @@ def test_envelopes_reordered_to_create_surface_first(self): assert keys == ["createSurface", "updateDataModel", "updateDataModel", "updateComponents"], ( f"expected createSurface first, rest in emission order, got {keys}" ) + + +@pytest.mark.smoke +def test_backup_tools_are_server_tools(): + from src.graph import SERVER_TOOLS + names = {t.name for t in SERVER_TOOLS} + assert {"list_backups", "delete_backups", "request_approval", "search_documents", "research"} <= names + + +@pytest.mark.smoke +def test_system_prompt_routes_cleanup_to_the_executable_tools(): + from src.graph import SYSTEM_PROMPT + assert "list_backups" in SYSTEM_PROMPT + assert "delete_backups" in SYSTEM_PROMPT + # The destructive tool gates itself; the prompt must not send the model + # to the generic gate first, or the walkthrough gains a second pause. + assert "do not call `request_approval` first" in SYSTEM_PROMPT From 3306d03b17d80ce1e1479e3f095672144e26a53f Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:19:43 -0700 Subject: [PATCH 07/14] fix(chat): parse a JSON-object string tool result into tool-view props Co-Authored-By: Claude Fable 5.1 --- .../chat-tool-views.component.spec.ts | 30 +++++++++++++++++++ .../chat-tool-views.component.ts | 25 ++++++++++++++-- 2 files changed, 53 insertions(+), 2 deletions(-) diff --git a/libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.spec.ts b/libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.spec.ts index 0647c4235..f24755383 100644 --- a/libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.spec.ts +++ b/libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.spec.ts @@ -86,6 +86,36 @@ describe('ChatToolViewsComponent', () => { expect(el.querySelector('.tool-result')?.textContent).toContain('true'); }); + it('parses a JSON-object string result into props (LangGraph ToolMessage content)', () => { + agent.toolCalls.set([ + { + id: 'c1', name: 'weather_card', + args: { location: 'San Francisco' }, + status: 'complete', + result: '{"temperatureF": 68, "conditions": "Sunny"}', + }, + ] as ToolCall[]); + const fixture = mountHost(agent, msg); + const el = fixture.nativeElement as HTMLElement; + expect(el.querySelector('.temp')?.textContent).toContain('68'); + expect(el.querySelector('.loc')?.textContent).toContain('San Francisco'); + expect(el.querySelector('.tool-result')?.textContent).toContain('true'); + }); + + it('leaves a non-object string result alone', () => { + agent.toolCalls.set([ + { id: 'c1', name: 'weather_card', args: { location: 'SF' }, status: 'complete', result: 'Human response: approved' }, + { id: 'c2', name: 'weather_card', args: { location: 'LA' }, status: 'complete', result: '[1, 2]' }, + ] as ToolCall[]); + const twoCalls: Message = { id: 'm2', role: 'assistant', content: '', toolCallIds: ['c1', 'c2'] }; + const fixture = mountHost(agent, twoCalls); + const el = fixture.nativeElement as HTMLElement; + const temps = Array.from(el.querySelectorAll('.temp')).map((n) => n.textContent?.trim()); + expect(temps).toEqual(['', '']); + const locs = Array.from(el.querySelectorAll('.loc')).map((n) => n.textContent?.trim()); + expect(locs).toEqual(['SF', 'LA']); + }); + it('passes error lifecycle state to the registered view', () => { agent.toolCalls.set([ { diff --git a/libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.ts b/libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.ts index d7e55eff3..111ce7790 100644 --- a/libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.ts +++ b/libs/chat/src/lib/primitives/chat-tool-views/chat-tool-views.component.ts @@ -16,7 +16,9 @@ import { ChatGenerativeUiComponent } from '../chat-generative-ui/chat-generative * rendered through the existing render-spec pipeline. * * Props merge the live `args` (present while the call streams) with the - * `result` (on completion) and always include `status`, so a view + * `result` (on completion; a JSON-object string result is parsed first, + * since that is how a LangGraph ToolMessage carries a dict return) and + * always include `status`, so a view * component can show its own loading/empty/error states. `RenderElement` * filters props down to the component's declared inputs, so extra keys * (and a `status` a component chooses not to declare) are harmless. @@ -65,7 +67,7 @@ export class ChatToolViewsComponent { /** Wraps a tool call into a synthetic single-element render spec. */ function toToolViewSpec(tc: ToolCall): Spec { const args = isRecord(tc.args) ? tc.args : {}; - const result = isRecord(tc.result) ? tc.result : {}; + const result = resultRecord(tc.result); return { root: tc.name, elements: { @@ -90,6 +92,25 @@ function toClientToolLifecycle(tc: ToolCall): ClientToolLifecycle { }; } +/** + * The result as a props record. A LangGraph ToolMessage carries a tool's + * dict return as a JSON STRING (ToolNode serialises it), so a string that + * parses to a plain object is spread the same way an object result is. + * Anything else — prose, arrays, malformed JSON — contributes no props. + */ +function resultRecord(result: unknown): Record { + if (isRecord(result)) return result; + if (typeof result !== 'string') return {}; + const text = result.trim(); + if (!text.startsWith('{')) return {}; + try { + const parsed: unknown = JSON.parse(text); + return isRecord(parsed) ? parsed : {}; + } catch { + return {}; + } +} + function isRecord(v: unknown): v is Record { return typeof v === 'object' && v !== null && !Array.isArray(v); } From 17a18f0ecc8d60c7b39e90f6a82393d65dd56736 Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:20:23 -0700 Subject: [PATCH 08/14] feat(examples/chat): BackupTableComponent tool view with pending, rows and empty states Co-Authored-By: Claude Fable 5.1 --- .../src/app/backup-table.component.spec.ts | 43 +++++++++ .../angular/src/app/backup-table.component.ts | 94 +++++++++++++++++++ 2 files changed, 137 insertions(+) create mode 100644 examples/chat/angular/src/app/backup-table.component.spec.ts create mode 100644 examples/chat/angular/src/app/backup-table.component.ts diff --git a/examples/chat/angular/src/app/backup-table.component.spec.ts b/examples/chat/angular/src/app/backup-table.component.spec.ts new file mode 100644 index 000000000..f09a246b3 --- /dev/null +++ b/examples/chat/angular/src/app/backup-table.component.spec.ts @@ -0,0 +1,43 @@ +import { describe, expect, it } from 'vitest'; +import { TestBed } from '@angular/core/testing'; +import { BackupTableComponent, type BackupRow } from './backup-table.component'; + +const ROWS: BackupRow[] = [ + { id: 'bk-2026-05-28-prod', location: 's3://acme-db-backups/prod/2026-05-28.dump.gz', created_at: '2026-05-28', size_gb: 37.8 }, + { id: 'bk-2026-03-15-prod', location: 's3://acme-db-backups/prod/2026-03-15.dump.gz', created_at: '2026-03-15', size_gb: 35, retain: true }, +]; + +function mount(inputs: Record) { + const fixture = TestBed.createComponent(BackupTableComponent); + for (const [k, v] of Object.entries(inputs)) fixture.componentRef.setInput(k, v); + fixture.detectChanges(); + return fixture.nativeElement as HTMLElement; +} + +describe('BackupTableComponent', () => { + it('shows a pending state while the tool runs and no table', () => { + const el = mount({ older_than_days: 90, status: 'running' }); + expect(el.querySelector('[data-state]')?.getAttribute('data-state')).toBe('pending'); + expect(el.textContent).toMatch(/Listing backups older than 90 days/); + expect(el.querySelector('table')).toBeNull(); + }); + + it('renders the rows on completion and flags the retained one', () => { + const el = mount({ older_than_days: 90, status: 'complete', backups: ROWS, total: 8 }); + expect(el.querySelector('[data-state]')?.getAttribute('data-state')).toBe('rows'); + const rows = el.querySelectorAll('tbody tr'); + expect(rows).toHaveLength(2); + expect(rows[0].textContent).toContain('bk-2026-05-28-prod'); + expect(rows[0].textContent).toContain('37.8 GB'); + expect(rows[1].querySelector('.bt__retain')?.textContent).toMatch(/retain/i); + expect(rows[0].querySelector('.bt__retain')).toBeNull(); + expect(el.textContent).toMatch(/2 of 8 backups are older than 90 days/); + }); + + it('says so when nothing matches', () => { + const el = mount({ older_than_days: 400, status: 'complete', backups: [], total: 8 }); + expect(el.querySelector('[data-state]')?.getAttribute('data-state')).toBe('empty'); + expect(el.textContent).toMatch(/No backups are older than 400 days/); + expect(el.querySelector('table')).toBeNull(); + }); +}); diff --git a/examples/chat/angular/src/app/backup-table.component.ts b/examples/chat/angular/src/app/backup-table.component.ts new file mode 100644 index 000000000..f634ee7c5 --- /dev/null +++ b/examples/chat/angular/src/app/backup-table.component.ts @@ -0,0 +1,94 @@ +import { ChangeDetectionStrategy, Component, computed, input } from '@angular/core'; + +/** One row of the demo graph's backup inventory (examples/chat/python/src/backups.py). */ +export interface BackupRow { + id: string; + location: string; + created_at: string; + size_gb: number; + retain?: boolean; +} + +type ViewState = 'pending' | 'rows' | 'empty'; + +/** + * Tool view for the graph's `list_backups` call, registered through + * `demoViews()`. The chat composition feeds it the call's streaming args + * (`older_than_days`), the parsed result (`backups`, `total`) and the call + * `status`, so the SAME component shows "listing…" while the tool runs and + * the table once it returns — the tool-progress beat needs no extra wiring. + * + * Input names mirror the tool's JSON keys on purpose (`older_than_days`): + * `chat-tool-views` matches props to inputs by their public template name. + */ +@Component({ + selector: 'app-backup-table', + standalone: true, + changeDetection: ChangeDetectionStrategy.OnPush, + template: ` +
+
+ @switch (state()) { + @case ('pending') { + Listing backups older than {{ olderThanDays() ?? '…' }} days + Running… + } + @case ('empty') { + No backups are older than {{ olderThanDays() }} days. + } + @default { + + {{ backups().length }} of {{ total() ?? backups().length }} backups are older than {{ olderThanDays() }} days + + } + } +
+ @if (state() === 'rows') { + + + + + + @for (b of backups(); track b.id) { + + + + + + + } + +
BackupLocationCreatedSize
+ {{ b.id }} + @if (b.retain) { retain } + {{ b.location }}{{ b.created_at }}{{ b.size_gb }} GB
+ } +
+ `, + styles: [` + .bt { margin: 4px 0 8px; padding: 12px 14px; border: 1px solid var(--tplane-chat-separator); border-radius: var(--tplane-chat-radius-card); background: var(--tplane-chat-surface-alt); color: var(--tplane-chat-text); font-size: var(--tplane-chat-font-size-sm); } + .bt__head { display: flex; align-items: center; justify-content: space-between; gap: 12px; } + .bt__title { font-weight: 600; } + .bt__badge { flex: none; padding: 2px 8px; border: 1px solid var(--tplane-chat-separator); border-radius: var(--tplane-chat-radius-button); background: color-mix(in srgb, var(--tplane-chat-primary) 12%, var(--tplane-chat-surface-alt)); color: var(--tplane-chat-primary); font-size: var(--tplane-chat-font-size-xs); } + .bt__table { width: 100%; margin-top: 10px; border-collapse: collapse; } + .bt__table th { text-align: left; padding: 4px 8px 6px 0; color: var(--tplane-chat-text-muted); font-size: var(--tplane-chat-font-size-xs); font-weight: 600; text-transform: uppercase; letter-spacing: .04em; } + .bt__table td { padding: 5px 8px 5px 0; border-top: 1px solid var(--tplane-chat-separator); vertical-align: top; } + .bt__num { text-align: right; white-space: nowrap; } + .bt__id { font-family: ui-monospace, Menlo, Consolas, monospace; font-size: var(--tplane-chat-font-size-xs); } + .bt__loc { color: var(--tplane-chat-text-muted); font-family: ui-monospace, Menlo, Consolas, monospace; font-size: var(--tplane-chat-font-size-xs); word-break: break-all; } + .bt__retain { margin-left: 6px; padding: 1px 6px; border-radius: 999px; background: color-mix(in srgb, var(--tplane-chat-warning-text) 14%, var(--tplane-chat-surface-alt)); color: var(--tplane-chat-warning-text); font-size: var(--tplane-chat-font-size-xs); font-weight: 600; } + .bt__row--retain td { color: var(--tplane-chat-text-muted); } + `], +}) +export class BackupTableComponent { + readonly olderThanDays = input(undefined, { alias: 'older_than_days' }); + readonly backups = input([]); + readonly total = input(undefined); + readonly status = input<'pending' | 'running' | 'complete' | 'error' | undefined>(undefined); + + readonly state = computed(() => { + const s = this.status(); + if (s !== 'complete' && s !== 'error') return 'pending'; + return this.backups().length === 0 ? 'empty' : 'rows'; + }); +} From a15430d9a541f7253ddb4911148fa1539ea5966e Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:21:41 -0700 Subject: [PATCH 09/14] feat(examples/chat): register the list_backups view on the hero and every demo mode Co-Authored-By: Claude Fable 5.1 --- examples/chat/angular/src/app/demo-views.spec.ts | 16 ++++++++++++++++ examples/chat/angular/src/app/demo-views.ts | 13 +++++++++++++ .../angular/src/app/hero/hero-mode.component.ts | 4 ++-- .../src/app/modes/embed-mode.component.ts | 10 ++++------ .../src/app/modes/popup-mode.component.ts | 7 ++++--- .../src/app/modes/sidebar-mode.component.ts | 7 ++++--- 6 files changed, 43 insertions(+), 14 deletions(-) create mode 100644 examples/chat/angular/src/app/demo-views.spec.ts create mode 100644 examples/chat/angular/src/app/demo-views.ts diff --git a/examples/chat/angular/src/app/demo-views.spec.ts b/examples/chat/angular/src/app/demo-views.spec.ts new file mode 100644 index 000000000..1df327a6c --- /dev/null +++ b/examples/chat/angular/src/app/demo-views.spec.ts @@ -0,0 +1,16 @@ +import { describe, expect, it } from 'vitest'; +import { a2uiBasicCatalog } from '@threadplane/chat'; +import { BackupTableComponent } from './backup-table.component'; +import { demoViews } from './demo-views'; + +describe('demoViews', () => { + it('keeps every A2UI catalog entry and adds the list_backups tool view', () => { + const reg = demoViews(); + for (const key of Object.keys(a2uiBasicCatalog())) expect(reg[key]).toBeDefined(); + expect(reg['list_backups']).toBe(BackupTableComponent); + }); + + it('returns a frozen registry', () => { + expect(Object.isFrozen(demoViews())).toBe(true); + }); +}); diff --git a/examples/chat/angular/src/app/demo-views.ts b/examples/chat/angular/src/app/demo-views.ts new file mode 100644 index 000000000..1670270b9 --- /dev/null +++ b/examples/chat/angular/src/app/demo-views.ts @@ -0,0 +1,13 @@ +import { a2uiBasicCatalog, withViews, type ViewRegistry } from '@threadplane/chat'; +import { BackupTableComponent } from './backup-table.component'; + +/** + * The view registry every demo surface passes to ``: the A2UI + * basic catalog (so `---a2ui_JSON---` messages mount a surface) plus the + * frontend components registered for specific SERVER tool calls by name. + * Registering `list_backups` here is what turns that tool's JSON result into + * a table in the transcript, in the hero and in the demo a visitor takes over. + */ +export function demoViews(): ViewRegistry { + return withViews(a2uiBasicCatalog(), { list_backups: BackupTableComponent }); +} diff --git a/examples/chat/angular/src/app/hero/hero-mode.component.ts b/examples/chat/angular/src/app/hero/hero-mode.component.ts index 66ae8aa12..d7749c4cb 100644 --- a/examples/chat/angular/src/app/hero/hero-mode.component.ts +++ b/examples/chat/angular/src/app/hero/hero-mode.component.ts @@ -16,7 +16,6 @@ import { import { ChatComponent, ChatInterruptPanelComponent, - a2uiBasicCatalog, type AgentRef, type InterruptAction, } from '@threadplane/chat'; @@ -28,6 +27,7 @@ import { type LangGraphAgent, } from '@threadplane/langgraph'; import { environment } from '../../environments/environment'; +import { demoViews } from '../demo-views'; import { WelcomeSuggestionsComponent } from '../modes/welcome-suggestions.component'; import { HERO_LIVE_REF, HERO_REPLAY_REF } from './hero-agent-refs'; import { browserHeroBridge, type HeroBridge } from './hero-bridge'; @@ -228,7 +228,7 @@ export class HeroMode implements HeroScriptHost { readonly activeAgent = computed(() => this.mode() === 'live' ? this.liveAgent : this.replayAgent, ); - protected readonly catalog = a2uiBasicCatalog(); + protected readonly catalog = demoViews(); readonly cursorX = signal(0); readonly cursorY = signal(0); readonly cursorVisible = signal(false); diff --git a/examples/chat/angular/src/app/modes/embed-mode.component.ts b/examples/chat/angular/src/app/modes/embed-mode.component.ts index b760b0d5d..1c284c4a5 100644 --- a/examples/chat/angular/src/app/modes/embed-mode.component.ts +++ b/examples/chat/angular/src/app/modes/embed-mode.component.ts @@ -1,7 +1,8 @@ import { Component, ChangeDetectionStrategy, inject } from '@angular/core'; -import { ChatComponent, a2uiBasicCatalog } from '@threadplane/chat'; +import { ChatComponent } from '@threadplane/chat'; import { DemoShell } from '../shell/demo-shell.component'; import { DEMO_AGENT } from '../shell/shell-tokens'; +import { demoViews } from '../demo-views'; import { WelcomeSuggestionsComponent } from './welcome-suggestions.component'; @Component({ @@ -29,11 +30,8 @@ import { WelcomeSuggestionsComponent } from './welcome-suggestions.component'; export class EmbedMode { protected readonly agent = inject(DEMO_AGENT); protected readonly shell = inject(DemoShell); - // Phase 4: catalog of A2UI components the chat composition uses to - // render when an AI message content begins with the - // ---a2ui_JSON--- wire-format prefix. Without this, the surface is - // parsed correctly but never mounted (the @if gate requires views()). - protected readonly catalog = a2uiBasicCatalog(); + // A2UI catalog + registered tool views — see demo-views.ts. + protected readonly catalog = demoViews(); protected send(text: string): void { void this.agent.submit({ message: text }); diff --git a/examples/chat/angular/src/app/modes/popup-mode.component.ts b/examples/chat/angular/src/app/modes/popup-mode.component.ts index 09bc0971d..5379d9ca2 100644 --- a/examples/chat/angular/src/app/modes/popup-mode.component.ts +++ b/examples/chat/angular/src/app/modes/popup-mode.component.ts @@ -1,7 +1,8 @@ import { Component, ChangeDetectionStrategy, inject } from '@angular/core'; -import { ChatPopupComponent, a2uiBasicCatalog } from '@threadplane/chat'; +import { ChatPopupComponent } from '@threadplane/chat'; import { DemoShell } from '../shell/demo-shell.component'; import { DEMO_AGENT } from '../shell/shell-tokens'; +import { demoViews } from '../demo-views'; import { WelcomeSuggestionsComponent } from './welcome-suggestions.component'; import { AppModePromoComponent } from './app-mode-promo.component'; @@ -48,8 +49,8 @@ import { AppModePromoComponent } from './app-mode-promo.component'; export class PopupMode { protected readonly agent = inject(DEMO_AGENT); protected readonly shell = inject(DemoShell); - // Phase 4: A2UI component catalog forwarded to . - protected readonly catalog = a2uiBasicCatalog(); + // A2UI catalog + registered tool views — see demo-views.ts. + protected readonly catalog = demoViews(); protected send(text: string): void { void this.agent.submit({ message: text }); diff --git a/examples/chat/angular/src/app/modes/sidebar-mode.component.ts b/examples/chat/angular/src/app/modes/sidebar-mode.component.ts index de5da2e3a..8184a1004 100644 --- a/examples/chat/angular/src/app/modes/sidebar-mode.component.ts +++ b/examples/chat/angular/src/app/modes/sidebar-mode.component.ts @@ -1,9 +1,10 @@ import { Component, ChangeDetectionStrategy, inject } from '@angular/core'; -import { ChatSidebarComponent, a2uiBasicCatalog } from '@threadplane/chat'; +import { ChatSidebarComponent } from '@threadplane/chat'; import { DemoShell } from '../shell/demo-shell.component'; import { DEMO_AGENT } from '../shell/shell-tokens'; import { MapCanvasComponent } from '../map-canvas.component'; import { AppModePromoComponent } from './app-mode-promo.component'; +import { demoViews } from '../demo-views'; import { WelcomeSuggestionsComponent } from './welcome-suggestions.component'; @Component({ @@ -60,8 +61,8 @@ import { WelcomeSuggestionsComponent } from './welcome-suggestions.component'; export class SidebarMode { protected readonly agent = inject(DEMO_AGENT); protected readonly shell = inject(DemoShell); - // Phase 4: A2UI component catalog forwarded to . - protected readonly catalog = a2uiBasicCatalog(); + // A2UI catalog + registered tool views — see demo-views.ts. + protected readonly catalog = demoViews(); protected send(text: string): void { void this.agent.submit({ message: text }); From bf1155642f9cc624010d52598db5ccdfb44779eb Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:22:58 -0700 Subject: [PATCH 10/14] feat(examples/chat): approval chip runs the hero scenario; hero fixture is recorded live only Co-Authored-By: Claude Fable 5.1 --- .../angular/e2e/fixtures/hero-approval.json | 28 ------------------- .../e2e/record-hero-poster-mobile.record.ts | 10 +++---- .../chat/angular/e2e/record-hero.config.ts | 14 ++++++---- .../chat/angular/src/app/hero/hero-script.ts | 23 +++++++++------ .../src/app/modes/welcome-suggestions.spec.ts | 7 +++++ .../src/app/modes/welcome-suggestions.ts | 7 +++-- 6 files changed, 37 insertions(+), 52 deletions(-) delete mode 100644 examples/chat/angular/e2e/fixtures/hero-approval.json diff --git a/examples/chat/angular/e2e/fixtures/hero-approval.json b/examples/chat/angular/e2e/fixtures/hero-approval.json deleted file mode 100644 index 4a0312c99..000000000 --- a/examples/chat/angular/e2e/fixtures/hero-approval.json +++ /dev/null @@ -1,28 +0,0 @@ -{ - "fixtures": [ - { - "match": { - "userMessage": "Clean up our old database backups, anything older than 90 days.", - "hasToolResult": true - }, - "response": { - "content": "Approved. Here is the cleanup I would run:\n\n1. **Inventory** the backup stores you name (S3, GCS, Azure, RDS and EBS snapshots, and the local backup table).\n2. **Dry run** a listing of everything older than 90 days so you can scan it before anything is touched.\n3. **Delete** the matched objects and snapshots, moving anything tagged `retain` to the archive bucket instead, and write an audit record for each deletion.\n\nNothing has been deleted yet. The dry-run listing comes first." - } - }, - { - "match": { - "userMessage": "Clean up our old database backups, anything older than 90 days." - }, - "response": { - "toolCalls": [ - { - "name": "request_approval", - "arguments": { - "reason": "User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." - } - } - ] - } - } - ] -} diff --git a/examples/chat/angular/e2e/record-hero-poster-mobile.record.ts b/examples/chat/angular/e2e/record-hero-poster-mobile.record.ts index 9d4eca515..3942af26c 100644 --- a/examples/chat/angular/e2e/record-hero-poster-mobile.record.ts +++ b/examples/chat/angular/e2e/record-hero-poster-mobile.record.ts @@ -24,12 +24,10 @@ * `public/hero-replay.json` and dropped the arrowhead onto "Nothing has been * deleted yet" once that recording changed, so re-measure whenever it does. * - * The height budget is just as coupled, and to the FIXTURE rather than the - * replay: `e2e/fixtures/hero-approval.json` supplies the answer text, and its - * opening line has to fit on ONE line at 390px (about 44 characters) or the - * whole block shifts up and the first line is sliced off the top edge. A draft - * that opened "Approved. Here is the cleanup I would run once you confirm the - * backup locations:" wrapped to two lines and did exactly that. + * The height budget is just as coupled, and to the REPLAY: the opening line + * of the recorded post-approval answer in `public/hero-replay.json` has to fit + * on ONE line at 390px (about 44 characters) or the whole block shifts up and + * the first line is sliced off the top edge. Re-check it on every re-record. * * Geometry: 390x650 is the phone design width the reviews already use, and it * is exactly 3:5 — the ratio `.hero-demo-stage` holds below 768px — so diff --git a/examples/chat/angular/e2e/record-hero.config.ts b/examples/chat/angular/e2e/record-hero.config.ts index bc070a0a4..b0fcc8366 100644 --- a/examples/chat/angular/e2e/record-hero.config.ts +++ b/examples/chat/angular/e2e/record-hero.config.ts @@ -1,12 +1,14 @@ /** - * Playwright config for recording the hero walkthrough fixture. Mirrors - * `record-demo.config.ts` — same aimock-backed global setup — but captures no - * video: the artifact is `public/hero-replay.json`, not a clip. + * Playwright config for the hero POSTER recorders. Mirrors + * `record-demo.config.ts` — same aimock-backed global setup, so the demo + * boots without an API key — but captures stills, not a clip. * - * `testMatch` picks up only the hero record script, so recording never runs in - * CI and the e2e suite never records. + * `record-hero-fixture.record.ts` also matches `testMatch`, but must NOT be + * run through this config: the fixture is recorded against the real model via + * `record-hero-live.config.ts`, because the post-approval turn now executes + * real tools and aimock cannot stage that sequence. * - * npx playwright test --config examples/chat/angular/e2e/record-hero.config.ts record-hero-fixture + * npx playwright test --config examples/chat/angular/e2e/record-hero.config.ts record-hero-poster */ import { defineConfig } from '@playwright/test'; diff --git a/examples/chat/angular/src/app/hero/hero-script.ts b/examples/chat/angular/src/app/hero/hero-script.ts index d68f7d86a..eb6916023 100644 --- a/examples/chat/angular/src/app/hero/hero-script.ts +++ b/examples/chat/angular/src/app/hero/hero-script.ts @@ -1,9 +1,10 @@ import { signal } from '@angular/core'; /** - * The two prompts must stay VERBATIM: aimock fixtures match on the exact user - * message (see e2e/fixtures/hero-approval.json and contact-form.json), so - * rewording either one breaks recording. + * The two prompts must stay VERBATIM. The first is also the demo's + * "Approve before a destructive action" chip (welcome-suggestions.ts, pinned + * by its spec) and the recording in public/hero-replay.json was made from it; + * the second matches the aimock fixture e2e/fixtures/contact-form.json. * * The first prompt asks for a destructive cleanup and NOTHING ELSE. It names * no tool and does not ask to be consulted, because the whole point of the @@ -15,13 +16,17 @@ import { signal } from '@angular/core'; * anything destructive so I can review your plan", which named an internal * tool no visitor could know AND inverted the claim — it made the guardrail * look like a feature you have to request. Verified live against gpt-5-mini - * before this fixture was written: 12 of 12 runs of the bare prompt called - * `request_approval` first, with no other tool call and no prompting. + * before this fixture was written: 12 of 12 runs of the bare prompt paused + * for approval first, and (after the executable tools landed) every measured + * run listed the inventory before asking — see scripts/measure_approval_turn.py + * in the Python package. * - * `hero-approval.json` is a fixture of its OWN rather than an edit to - * `interrupt-approval.json`: that scenario (and `record-demo.record.ts`) still - * exercises the older, explicit phrasing on purpose, so the two texts are no - * longer byte-identical and must not be unified. + * `interrupt-approval.json` and `record-demo.record.ts` still exercise the + * older, explicit phrasing of this request on purpose, so the two texts are + * not byte-identical and must not be unified. The hero itself is recorded + * LIVE (record-hero-live.config.ts): with real tools behind the pause, the + * post-approval turn is executed, not scripted, and aimock cannot stage a + * list → delete → resume sequence. */ export const HERO_PROMPTS = [ 'Clean up our old database backups, anything older than 90 days.', diff --git a/examples/chat/angular/src/app/modes/welcome-suggestions.spec.ts b/examples/chat/angular/src/app/modes/welcome-suggestions.spec.ts index 1e2a6499e..a2f1dd5bf 100644 --- a/examples/chat/angular/src/app/modes/welcome-suggestions.spec.ts +++ b/examples/chat/angular/src/app/modes/welcome-suggestions.spec.ts @@ -71,4 +71,11 @@ describe('suggestionsForAppMode with a featured id', () => { expect(featured.id).toBe(ITINERARY_SUGGESTIONS[0].id); }); + + it('the approval chip sends the hero prompt verbatim so the demo runs the same scenario', async () => { + const { HERO_PROMPTS } = await import('../hero/hero-script'); + const chip = MORE_SUGGESTIONS.find((s) => s.id === 'approve-before-a-destructive'); + expect(chip?.value).toBe(HERO_PROMPTS[0]); + expect(chip?.value).not.toMatch(/request_approval/); + }); }); diff --git a/examples/chat/angular/src/app/modes/welcome-suggestions.ts b/examples/chat/angular/src/app/modes/welcome-suggestions.ts index 1bbe41362..a66a912b1 100644 --- a/examples/chat/angular/src/app/modes/welcome-suggestions.ts +++ b/examples/chat/angular/src/app/modes/welcome-suggestions.ts @@ -89,11 +89,12 @@ export const MORE_SUGGESTIONS: readonly WelcomeSuggestion[] = [ description: 'Try Effort = high — shows step-by-step chain-of-thought output.', }, { + // The id is linked from the website (`section-media.ts`); keep it stable. id: 'approve-before-a-destructive', label: 'Approve before a destructive action', - value: - 'I want to clean up old database backups older than 90 days. Walk me through what you would delete, and call request_approval before doing anything destructive so I can review your plan.', - description: 'Pauses mid-run for your approval before proceeding.', + // Byte-identical to HERO_PROMPTS[0]: the demo runs the hero's scenario. + value: 'Clean up our old database backups, anything older than 90 days.', + description: 'Lists the backups, then pauses for your approval before deleting any.', }, { id: 'dispatch-a-research-subagent', From 40d85cd935c69bcb3cd08032e11a438d99c77971 Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:27:02 -0700 Subject: [PATCH 11/14] chore(examples/chat): measure the post-approval turn live and record the result Co-Authored-By: Claude Fable 5.1 --- ...4-hero-executable-approval-tools-design.md | 2 + .../python/scripts/measure_approval_turn.py | 92 +++++++++++++++++++ 2 files changed, 94 insertions(+) create mode 100644 examples/chat/python/scripts/measure_approval_turn.py diff --git a/docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md b/docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md index be94935dd..da2a93dbb 100644 --- a/docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md +++ b/docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md @@ -77,6 +77,8 @@ Angular specs for the tool view's three states. The hero e2e continues to run on **Measurement gate before re-recording.** This spec asserts that real tools make the model's turn compact, on the reasoning that it is verbose precisely because it can only describe. That is a hypothesis. It must be measured live before committing to a re-recording, the way the two prompt hypotheses were. If the turn is still thousands of characters with tools in hand, stop and rethink rather than trimming by hand. +**Measured 2026-09-05 (10 live runs, gpt-5-mini, `examples/chat/python/scripts/measure_approval_turn.py`):** interrupt from `delete_backups` in 10/10, `request_approval` in 0/10; `list_backups` first in 10/10; the three deletable rows removed and the two retained rows kept in 10/10; post-approval turn median **196 chars / 1 line**, max 228. Gate passed; recording proceeds. One wrinkle: in 4/10 runs the model's first `delete_backups` call included a retained id and was refused before any interrupt, and it re-called with the correct set — the guardrail doing its job, at the cost of one extra tool chip before the pause. The committed take is one with a single call. + ## 6. Out of scope Making this the canonical interrupt story in the docs guide and the cockpit capability example. "Gate the destructive tool in code" is better guidance than what the interrupts guide teaches today, but that is a follow-up once the pattern has proven itself here. diff --git a/examples/chat/python/scripts/measure_approval_turn.py b/examples/chat/python/scripts/measure_approval_turn.py new file mode 100644 index 000000000..0f9f6efac --- /dev/null +++ b/examples/chat/python/scripts/measure_approval_turn.py @@ -0,0 +1,92 @@ +"""Measure the hero's post-approval turn against a LIVE backend. + +For each run: new thread, send the hero prompt, wait for the interrupt, +resume with "approved", and record which tools were called and how long the +final assistant message is. Prints per-run rows and the median. + + cd examples/chat/python + export OPENAI_API_KEY=... # the dev server needs it, not this script + uv run langgraph dev --port 2024 --no-browser & + uv run python scripts/measure_approval_turn.py --runs 10 + +Compare against the figures in +docs/superpowers/specs/2026-09-04-hero-executable-approval-tools-design.md: +the shipped narration was 482 characters; before the tools, the walked-through +prompt produced a median 5,802-character plan. The spec's gate: if this is +still thousands of characters, STOP and rethink rather than trimming by hand. +""" +import argparse +import asyncio +import json +import statistics + +from langgraph_sdk import get_client + +PROMPT = "Clean up our old database backups, anything older than 90 days." + + +def _text(content) -> str: + if isinstance(content, str): + return content + if isinstance(content, list): + return "".join(b.get("text", "") for b in content if isinstance(b, dict) and b.get("type") == "text") + return "" + + +async def one_run(client, assistant_id: str) -> dict: + thread = await client.threads.create() + tid = thread["thread_id"] + await client.runs.wait(tid, assistant_id, input={"messages": [{"role": "human", "content": PROMPT}]}) + state = await client.threads.get_state(tid) + interrupted = bool(state.get("tasks") and any(t.get("interrupts") for t in state["tasks"])) + if interrupted: + await client.runs.wait(tid, assistant_id, command={"resume": "approved"}) + state = await client.threads.get_state(tid) + msgs = state["values"]["messages"] + tools = [tc["name"] for m in msgs if m.get("type") == "ai" for tc in (m.get("tool_calls") or [])] + final = next((m for m in reversed(msgs) if m.get("type") == "ai" and not m.get("tool_calls")), None) + text = _text(final.get("content")) if final else "" + backups = state["values"].get("backups") + return { + "thread_id": tid, + "interrupted": interrupted, + "tools": tools, + "chars": len(text), + "lines": text.count("\n") + 1 if text else 0, + "remaining": len(backups) if isinstance(backups, list) else None, + "text": text, + } + + +async def main() -> None: + ap = argparse.ArgumentParser() + ap.add_argument("--runs", type=int, default=10) + ap.add_argument("--url", default="http://localhost:2024") + ap.add_argument("--assistant", default="chat") + ap.add_argument("--show", action="store_true", help="print each final answer") + args = ap.parse_args() + client = get_client(url=args.url) + rows = [] + for i in range(args.runs): + r = await one_run(client, args.assistant) + rows.append(r) + print(f"{i+1:>2} interrupt={r['interrupted']!s:5} chars={r['chars']:>5} lines={r['lines']:>3} remaining={r['remaining']} tools={r['tools']}") + if args.show: + print(" " + r["text"].replace("\n", "\n ")) + chars = [r["chars"] for r in rows] + listed_first = sum(1 for r in rows if r["tools"][:1] == ["list_backups"]) + deleted = sum(1 for r in rows if "delete_backups" in r["tools"]) + print(json.dumps({ + "runs": len(rows), + "interrupted": sum(1 for r in rows if r["interrupted"]), + "list_backups_first": listed_first, + "delete_backups_called": deleted, + "used_request_approval": sum(1 for r in rows if "request_approval" in r["tools"]), + "median_chars": statistics.median(chars) if chars else 0, + "max_chars": max(chars) if chars else 0, + "remaining_rows_after_approval": sorted({r["remaining"] for r in rows if r["remaining"] is not None}), + }, indent=2)) + + +if __name__ == "__main__": + asyncio.run(main()) From 5a4531cccdee8ccd6a092809d8dd8bc42e260324 Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:39:07 -0700 Subject: [PATCH 12/14] feat(hero): re-record the walkthrough with the executable approval tools MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The recording is a real live stream now, so the replay drops its 30ms per-event floor (a 5s GenUI stream would have taken 23s) and the hero's two agents filter transcript tokens to the generate node the way the demo shell already does — the thread title, which only generates once the interrupted run completes, was landing on the finished answer and tripping the streaming-markdown contract. Co-Authored-By: Claude Fable 5.1 --- examples/chat/angular/e2e/hero.spec.ts | 6 + examples/chat/angular/public/hero-replay.json | 80546 +++++++++++++++- .../src/app/hero/hero-mode.component.ts | 12 + .../src/app/hero/hero-replay.fixture.spec.ts | 22 + .../app/hero/hero-replay.transport.spec.ts | 10 +- .../src/app/hero/hero-replay.transport.ts | 10 +- .../chat/angular/src/app/hero/hero-script.ts | 18 +- 7 files changed, 76727 insertions(+), 3897 deletions(-) diff --git a/examples/chat/angular/e2e/hero.spec.ts b/examples/chat/angular/e2e/hero.spec.ts index 605d1007a..2b68ffc6c 100644 --- a/examples/chat/angular/e2e/hero.spec.ts +++ b/examples/chat/angular/e2e/hero.spec.ts @@ -2,6 +2,9 @@ import { test, expect } from '@playwright/test'; import { attachBrowserHygiene } from './test-helpers'; test.describe('hero walkthrough', () => { + // The replay is a real live stream now (hundreds of token events per run), + // so one full pass runs well past Playwright's 30s default. + test.describe.configure({ timeout: 120_000 }); test('replays to the interrupt, takes over to live, and can replay again', async ({ page }) => { const hygiene = attachBrowserHygiene(page); await page.goto('/hero'); @@ -30,6 +33,9 @@ test.describe('hero walkthrough', () => { await page.goto('/hero'); const pill = page.locator('[data-hero-pill]'); await expect(page.locator('chat-interrupt-panel')).toBeAttached({ timeout: 60_000 }); + // The pause comes from delete_backups, after list_backups has rendered its + // registered tool view — the inventory the visitor is being asked about. + await expect(page.locator('app-backup-table [data-state="rows"]')).toBeAttached(); // Accept is pressed by the script; the A2UI surface from run 3 renders. await expect(page.locator('a2ui-surface').first()).toBeAttached({ timeout: 90_000 }); await expect(pill).toContainText(/recorded LangGraph run/i); diff --git a/examples/chat/angular/public/hero-replay.json b/examples/chat/angular/public/hero-replay.json index 64b382add..b5bc2698b 100644 --- a/examples/chat/angular/public/hero-replay.json +++ b/examples/chat/angular/public/hero-replay.json @@ -1,24 +1,24 @@ { "version": 1, - "recordedAt": "2026-09-04T22:26:56.487Z", + "recordedAt": "2026-09-05T16:27:07.602Z", "runs": [ { "label": "prompt", "events": [ { - "tMs": 809, + "tMs": 856, "event": { "type": "metadata", - "run_id": "01a06e88-de81-79c1-a05a-19cbbefbbf7c", + "run_id": "01a07265-36d5-7273-ab11-0a3e9003ce63", "attempt": 1, "data": { - "run_id": "01a06e88-de81-79c1-a05a-19cbbefbbf7c", + "run_id": "01a07265-36d5-7273-ab11-0a3e9003ce63", "attempt": 1 } } }, { - "tMs": 809, + "tMs": 857, "event": { "type": "values", "messages": [ @@ -30,60 +30,7 @@ "response_metadata": {}, "type": "human", "name": null, - "id": "e6deb07d-9cf8-4a3c-a1b8-d2ac63531ce7" - }, - { - "content": [ - { - "type": "function_call", - "name": "request_approval", - "arguments": "{\"reason\":\"User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions.\"}", - "call_id": "call_n-KMXGp0o7Ibt3Ub", - "id": "fc-5rA15kEiA6P0OOB9", - "index": 0 - } - ], - "additional_kwargs": {}, - "response_metadata": { - "model_provider": "openai", - "id": "resp-cvELd0JNmTA88zUp", - "created_at": 1788560821, - "model": "gpt-5-mini", - "object": "response", - "status": "completed", - "model_name": "gpt-5-mini" - }, - "type": "ai", - "name": null, - "id": "resp-cvELd0JNmTA88zUp", - "tool_calls": [ - { - "name": "request_approval", - "args": { - "reason": "User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." - }, - "id": "call_n-KMXGp0o7Ibt3Ub", - "type": "tool_call" - } - ], - "invalid_tool_calls": [], - "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} - } - }, - { - "content": "Clean up our old database backups, anything older than 90 days.", - "additional_kwargs": { - "type": "human" - }, - "response_metadata": {}, - "type": "human", - "name": null, - "id": "a8a9b488-b295-432a-92b6-7a091355ab91" + "id": "d19b3d08-b8e3-4db2-a378-84d48975b736" } ], "data": { @@ -96,67 +43,14 @@ "response_metadata": {}, "type": "human", "name": null, - "id": "e6deb07d-9cf8-4a3c-a1b8-d2ac63531ce7" - }, - { - "content": [ - { - "type": "function_call", - "name": "request_approval", - "arguments": "{\"reason\":\"User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions.\"}", - "call_id": "call_n-KMXGp0o7Ibt3Ub", - "id": "fc-5rA15kEiA6P0OOB9", - "index": 0 - } - ], - "additional_kwargs": {}, - "response_metadata": { - "model_provider": "openai", - "id": "resp-cvELd0JNmTA88zUp", - "created_at": 1788560821, - "model": "gpt-5-mini", - "object": "response", - "status": "completed", - "model_name": "gpt-5-mini" - }, - "type": "ai", - "name": null, - "id": "resp-cvELd0JNmTA88zUp", - "tool_calls": [ - { - "name": "request_approval", - "args": { - "reason": "User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." - }, - "id": "call_n-KMXGp0o7Ibt3Ub", - "type": "tool_call" - } - ], - "invalid_tool_calls": [], - "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} - } - }, - { - "content": "Clean up our old database backups, anything older than 90 days.", - "additional_kwargs": { - "type": "human" - }, - "response_metadata": {}, - "type": "human", - "name": null, - "id": "a8a9b488-b295-432a-92b6-7a091355ab91" + "id": "d19b3d08-b8e3-4db2-a378-84d48975b736" } ] } } }, { - "tMs": 833, + "tMs": 1470, "event": { "type": "messages", "messages": [ @@ -165,11 +59,11 @@ "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-eWI8-i1I0Myen0t6" + "id": "resp_0d4d7ad9cefa9014006a9c42e02c5087d087abec0efa3ba877" }, "type": "AIMessageChunk", "name": null, - "id": 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+ "index": 0 + } + ], + "additional_kwargs": {}, + "response_metadata": { + "model_provider": "openai" + }, + "type": "AIMessageChunk", + "name": null, + "id": "lc_run--01a07265-3a22-76b3-95d9-7313a72283a4", + "tool_calls": [], + "invalid_tool_calls": [], + "usage_metadata": null, + "tool_call_chunks": [], + "chunk_position": null + }, + { + "created_by": "system", + "graph_id": "chat", + "assistant_id": "eb6db400-e3c8-5d06-a834-015cb89efe69", + "run_attempt": 1, + "langgraph_version": "1.1.10", + "langgraph_api_version": "0.8.7", + "langgraph_plan": "enterprise", + "langgraph_host": "self-hosted", + "langgraph_api_url": "http://127.0.0.1:2024", + "run_id": "01a07265-36d5-7273-ab11-0a3e9003ce63", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", + "ls_integration": "langchain_chat_model", + "langgraph_step": 1, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -245,8 +255,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", - "checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", + "langgraph_checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", + "checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -256,7 +266,7 @@ } }, { - "tMs": 835, + "tMs": 1892, "event": { "type": "messages", "messages": [ @@ -264,11 +274,11 @@ "content": [ { "type": "function_call", - "name": "request_approval", + "name": "list_backups", "arguments": "", - "call_id": "call_w4Ye7ud0QQgTmpPz", - "id": "fc-ftHs9JjeDXYYR8H7", - "index": 0 + "call_id": "call_3VJx885Y4b4mdoRHra5B2hye", + "id": "fc_0d4d7ad9cefa9014006a9c42e0d0cc87d087ff3b0f85bf8b41", + "index": 1 } ], "additional_kwargs": {}, @@ -277,12 +287,12 @@ }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-e1ae-7cb0-a3b4-efa775c6fd53", + "id": "lc_run--01a07265-3a22-76b3-95d9-7313a72283a4", "tool_calls": [ { - "name": "request_approval", + "name": "list_backups", "args": {}, - "id": "call_w4Ye7ud0QQgTmpPz", + "id": "call_3VJx885Y4b4mdoRHra5B2hye", "type": "tool_call" } ], @@ -290,10 +300,10 @@ "usage_metadata": null, "tool_call_chunks": [ { - "name": "request_approval", + "name": "list_backups", "args": "", - "id": "call_w4Ye7ud0QQgTmpPz", - "index": 0, + "id": "call_3VJx885Y4b4mdoRHra5B2hye", + "index": 1, "type": "tool_call_chunk" } ], @@ -310,10 +320,10 @@ "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e88-de81-79c1-a05a-19cbbefbbf7c", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-36d5-7273-ab11-0a3e9003ce63", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 4, + "langgraph_step": 1, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -322,8 +332,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", - "checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", + "langgraph_checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", + "checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -334,11 +344,11 @@ "content": [ { "type": "function_call", - "name": "request_approval", + "name": "list_backups", "arguments": "", - "call_id": "call_w4Ye7ud0QQgTmpPz", - "id": "fc-ftHs9JjeDXYYR8H7", - "index": 0 + "call_id": "call_3VJx885Y4b4mdoRHra5B2hye", + "id": "fc_0d4d7ad9cefa9014006a9c42e0d0cc87d087ff3b0f85bf8b41", + "index": 1 } ], "additional_kwargs": {}, @@ -347,12 +357,12 @@ }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-e1ae-7cb0-a3b4-efa775c6fd53", + "id": "lc_run--01a07265-3a22-76b3-95d9-7313a72283a4", "tool_calls": [ { - "name": "request_approval", + "name": "list_backups", "args": {}, - "id": "call_w4Ye7ud0QQgTmpPz", + "id": "call_3VJx885Y4b4mdoRHra5B2hye", "type": "tool_call" } ], @@ -360,10 +370,10 @@ "usage_metadata": null, "tool_call_chunks": [ { - "name": "request_approval", + "name": "list_backups", "args": "", - "id": "call_w4Ye7ud0QQgTmpPz", - "index": 0, + "id": "call_3VJx885Y4b4mdoRHra5B2hye", + "index": 1, "type": "tool_call_chunk" } ], @@ -379,10 +389,10 @@ "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e88-de81-79c1-a05a-19cbbefbbf7c", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-36d5-7273-ab11-0a3e9003ce63", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 4, + "langgraph_step": 1, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -391,8 +401,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", - "checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", + "langgraph_checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", + "checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -402,7 +412,7 @@ } }, { - "tMs": 839, + "tMs": 1893, "event": { "type": "messages", "messages": [ @@ -410,8 +420,8 @@ "content": [ { "type": "function_call", - "arguments": "{\"reason\":\"User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions.\"}", - "index": 0 + "arguments": "{\"", + "index": 1 } ], "additional_kwargs": {}, @@ -420,13 +430,11 @@ }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-e1ae-7cb0-a3b4-efa775c6fd53", + "id": "lc_run--01a07265-3a22-76b3-95d9-7313a72283a4", "tool_calls": [ { "name": "", - "args": { - "reason": "User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." - }, + "args": {}, "id": null, "type": "tool_call" } @@ -436,9 +444,9 @@ "tool_call_chunks": [ { "name": null, - "args": "{\"reason\":\"User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions.\"}", + "args": "{\"", "id": null, - "index": 0, + "index": 1, "type": "tool_call_chunk" } ], @@ -455,10 +463,10 @@ "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e88-de81-79c1-a05a-19cbbefbbf7c", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-36d5-7273-ab11-0a3e9003ce63", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 4, + "langgraph_step": 1, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -467,8 +475,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", - "checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", + "langgraph_checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", + "checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -479,8 +487,8 @@ "content": [ { "type": "function_call", - "arguments": "{\"reason\":\"User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions.\"}", - "index": 0 + "arguments": "{\"", + "index": 1 } ], "additional_kwargs": {}, @@ -489,13 +497,11 @@ }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-e1ae-7cb0-a3b4-efa775c6fd53", + "id": "lc_run--01a07265-3a22-76b3-95d9-7313a72283a4", "tool_calls": [ { "name": "", - "args": { - "reason": "User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." - }, + "args": {}, "id": null, "type": "tool_call" } @@ -505,9 +511,9 @@ "tool_call_chunks": [ { "name": null, - "args": "{\"reason\":\"User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions.\"}", + "args": "{\"", "id": null, - "index": 0, + "index": 1, "type": "tool_call_chunk" } ], @@ -523,10 +529,10 @@ "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e88-de81-79c1-a05a-19cbbefbbf7c", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-36d5-7273-ab11-0a3e9003ce63", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 4, + "langgraph_step": 1, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -535,8 +541,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", - "checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", + "langgraph_checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", + "checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -546,35 +552,46 @@ } }, { - "tMs": 840, + "tMs": 1894, "event": { "type": "messages", "messages": [ { - "content": [], + "content": [ + { + "type": "function_call", + "arguments": "older", + "index": 1 + } + ], "additional_kwargs": {}, "response_metadata": { - "created_at": 1788560859, - "model": "gpt-5-mini", - "object": "response", - "status": "completed", - "model_provider": "openai", - "model_name": "gpt-5-mini" + "model_provider": "openai" }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-e1ae-7cb0-a3b4-efa775c6fd53", + "id": "lc_run--01a07265-3a22-76b3-95d9-7313a72283a4", "tool_calls": [], - "invalid_tool_calls": [], - "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} - }, - "tool_call_chunks": [], - "chunk_position": "last" + "invalid_tool_calls": [ + { + "name": null, + "args": "older", + "id": null, + "error": null, + "type": "invalid_tool_call" + } + ], + "usage_metadata": null, + "tool_call_chunks": [ + { + "name": null, + "args": "older", + "id": null, + "index": 1, + "type": "tool_call_chunk" + } + ], + "chunk_position": null } ], "messageMetadata": { @@ -587,10 +604,10 @@ "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e88-de81-79c1-a05a-19cbbefbbf7c", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-36d5-7273-ab11-0a3e9003ce63", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 4, + "langgraph_step": 1, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -599,8 +616,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", - "checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", + "langgraph_checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", + "checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -608,30 +625,41 @@ }, "data": [ { - "content": [], + "content": [ + { + "type": "function_call", + "arguments": "older", + "index": 1 + } + ], "additional_kwargs": {}, "response_metadata": { - "created_at": 1788560859, - "model": "gpt-5-mini", - "object": "response", - "status": "completed", - "model_provider": "openai", - "model_name": "gpt-5-mini" + "model_provider": "openai" }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-e1ae-7cb0-a3b4-efa775c6fd53", + "id": "lc_run--01a07265-3a22-76b3-95d9-7313a72283a4", "tool_calls": [], - "invalid_tool_calls": [], - "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} - }, - "tool_call_chunks": [], - "chunk_position": "last" + "invalid_tool_calls": [ + { + "name": null, + "args": "older", + "id": null, + "error": null, + "type": "invalid_tool_call" + } + ], + "usage_metadata": null, + "tool_call_chunks": [ + { + "name": null, + "args": "older", + "id": null, + "index": 1, + "type": "tool_call_chunk" + } + ], + "chunk_position": null }, { "created_by": "system", @@ -643,10 +671,10 @@ "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e88-de81-79c1-a05a-19cbbefbbf7c", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-36d5-7273-ab11-0a3e9003ce63", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 4, + "langgraph_step": 1, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -655,8 +683,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", - "checkpoint_ns": "generate:b5086c40-9ffd-81d3-422a-826705ab94a4", + "langgraph_checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", + "checkpoint_ns": "generate:de1ff271-bb08-d098-f921-18b98899424c", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -666,1223 +694,73731 @@ } }, { - "tMs": 841, + "tMs": 1917, "event": { - "type": "updates", - "generate": { - "messages": [ - { - "content": [ - { - "type": "function_call", - "name": "request_approval", - 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"langgraph_step": 6, + "langgraph_step": 10, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -2052,8 +74671,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", - "checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", + "langgraph_checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", + "checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -2063,16 +74682,30 @@ } }, { - "tMs": 742, + "tMs": 5013, + "event": { + "type": "custom", + "name": "a2ui-partial", + "data": { + "name": "a2ui-partial", + "data": { + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", + "args_so_far": "{\"envelopes\":[{\"version\":\"v0.9\",\"createSurface\":{\"surfaceId\":\"contact-form-1\",\"catalogId\":\"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\",\"sendDataModel\":true}},{\"version\":\"v0.9\",\"updateComponents\":{\"surfaceId\":\"contact-form-1\",\"components\":[{\"id\":\"root\",\"component\":\"Column\",\"children\":[\"name\",\"email\",\"subject\",\"message\",\"sendBtn\"],\"justify\":\"start\",\"align\":\"stretch\"},{\"id\":\"name\",\"component\":\"TextField\",\"label\":\"Name\",\"value\":{\"path\":\"/name\"},\"variant\":\"shortText\"},{\"id\":\"email\",\"component\":\"TextField\",\"label\":\"Email address\",\"value\":{\"path\":\"/email\"},\"variant\":\"shortText\",\"validationRegexp\":\"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"},{\"id\":\"subject\",\"component\":\"TextField\",\"label\":\"Subject\",\"value\":{\"path\":\"/subject\"},\"variant\":\"shortText\"},{\"id\":\"message\",\"component\":\"TextField\",\"label\":\"Message\",\"value\":{\"path\":\"/message\"},\"variant\":\"longText\"},{\"id\":\"sendBtn-text\",\"component\":\"Text\",\"text\":\"Send\"},{\"id\":\"sendBtn\",\"component\":\"Button\",\"child\":\"sendBtn-text\",\"variant\":\"primary\",\"action\":{\"event\":{\"name\":\"send_contact_form\",\"context\":{\"name\":{\"path\":\"/name\"},\"email\":{\"path\":\"/email\"},\"subject\":{\"path\":\"/subject\"},\"message\":{\"path\":\"/message\"}}}}}]}},{\"version\":\"v0.9\",\"updateDataModel\":{\"surfaceId\":\"contact-form-1\",\"path\":\"/\",\"value" + } + } + } + }, + { + "tMs": 5026, "event": { "type": "messages", "messages": [ { "content": [ { - "type": "text", - "text": "Approved. Here is the cleanup I would run:\n\n1. **Inventory** the backup stores you name (S3, GCS, Azure, RDS and EBS snapshots, and the local backup table).\n2. **Dry run** a listing of everything older than 90 days so you can scan it before anything is touched.\n3. **Delete** the matched objects and snapshots, moving anything tagged `retain` to the archive bucket instead, and write an audit record for each deletion.\n\nNothing has been deleted yet. The dry-run listing comes first.", - "index": 0 + "type": "function_call", + "arguments": "\":{\"", + "index": 1 } ], "additional_kwargs": {}, @@ -2081,11 +74714,27 @@ }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-f768-79a0-b6d1-d11212810cb5", + "id": "lc_run--01a07265-9d58-7fc1-aa6f-a62d1a5f71d1", "tool_calls": [], - "invalid_tool_calls": [], + "invalid_tool_calls": [ + { + "name": null, + "args": "\":{\"", + "id": null, + "error": null, + "type": "invalid_tool_call" + } + ], "usage_metadata": null, - "tool_call_chunks": [], + "tool_call_chunks": [ + { + "name": null, + "args": "\":{\"", + "id": null, + "index": 1, + "type": "tool_call_chunk" + } + ], "chunk_position": null } ], @@ -2093,16 +74742,17 @@ "created_by": "system", "graph_id": "chat", "assistant_id": "eb6db400-e3c8-5d06-a834-015cb89efe69", + "title": "Delete 90-day-old database backups", "run_attempt": 1, "langgraph_version": "1.1.10", "langgraph_api_version": "0.8.7", "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e88-f495-7db2-8977-1306b1843383", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-9a85-70c2-a5c8-710e5a9142f2", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 6, + "langgraph_step": 10, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -2111,8 +74761,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", - "checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", + "langgraph_checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", + "checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -2122,9 +74772,9 @@ { "content": [ { - "type": "text", - "text": "Approved. Here is the cleanup I would run:\n\n1. **Inventory** the backup stores you name (S3, GCS, Azure, RDS and EBS snapshots, and the local backup table).\n2. **Dry run** a listing of everything older than 90 days so you can scan it before anything is touched.\n3. **Delete** the matched objects and snapshots, moving anything tagged `retain` to the archive bucket instead, and write an audit record for each deletion.\n\nNothing has been deleted yet. The dry-run listing comes first.", - "index": 0 + "type": "function_call", + "arguments": "\":{\"", + "index": 1 } ], "additional_kwargs": {}, @@ -2133,27 +74783,44 @@ }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-f768-79a0-b6d1-d11212810cb5", + "id": "lc_run--01a07265-9d58-7fc1-aa6f-a62d1a5f71d1", "tool_calls": [], - "invalid_tool_calls": [], + "invalid_tool_calls": [ + { + "name": null, + "args": "\":{\"", + "id": null, + "error": null, + "type": "invalid_tool_call" + } + ], "usage_metadata": null, - "tool_call_chunks": [], + "tool_call_chunks": [ + { + "name": null, + "args": "\":{\"", + "id": null, + "index": 1, + "type": "tool_call_chunk" + } + ], "chunk_position": null }, { "created_by": "system", "graph_id": "chat", "assistant_id": "eb6db400-e3c8-5d06-a834-015cb89efe69", + "title": "Delete 90-day-old database backups", "run_attempt": 1, "langgraph_version": "1.1.10", "langgraph_api_version": "0.8.7", "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - 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"type": "text", - "text": "", - "id": "msg-AYYVVft0E286rNtm", - "index": 0 + "type": "function_call", + "arguments": "name", + "index": 1 } ], "additional_kwargs": {}, @@ -2192,11 +74872,27 @@ }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-f768-79a0-b6d1-d11212810cb5", + "id": "lc_run--01a07265-9d58-7fc1-aa6f-a62d1a5f71d1", "tool_calls": [], - "invalid_tool_calls": [], + "invalid_tool_calls": [ + { + "name": null, + "args": "name", + "id": null, + "error": null, + "type": "invalid_tool_call" + } + ], "usage_metadata": null, - "tool_call_chunks": [], + "tool_call_chunks": [ + { + "name": null, + "args": "name", + "id": null, + "index": 1, + "type": "tool_call_chunk" + } + ], "chunk_position": null } ], @@ -2204,16 +74900,17 @@ "created_by": "system", "graph_id": "chat", "assistant_id": "eb6db400-e3c8-5d06-a834-015cb89efe69", + "title": "Delete 90-day-old database backups", "run_attempt": 1, "langgraph_version": "1.1.10", "langgraph_api_version": "0.8.7", "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e88-f495-7db2-8977-1306b1843383", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-9a85-70c2-a5c8-710e5a9142f2", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 6, + "langgraph_step": 10, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -2222,8 +74919,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", - "checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", + "langgraph_checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", + "checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -2233,10 +74930,9 @@ { "content": [ { - "type": "text", - "text": "", - "id": "msg-AYYVVft0E286rNtm", - "index": 0 + "type": "function_call", + "arguments": "name", + "index": 1 } ], "additional_kwargs": {}, @@ -2245,27 +74941,44 @@ }, "type": "AIMessageChunk", "name": null, - "id": "lc_run--01a06e88-f768-79a0-b6d1-d11212810cb5", + "id": "lc_run--01a07265-9d58-7fc1-aa6f-a62d1a5f71d1", "tool_calls": [], - "invalid_tool_calls": [], + "invalid_tool_calls": [ + { + "name": null, + "args": "name", + "id": null, + "error": null, + "type": "invalid_tool_call" + } + ], "usage_metadata": null, - "tool_call_chunks": [], + "tool_call_chunks": [ + { + "name": null, + "args": "name", + "id": null, + "index": 1, + "type": "tool_call_chunk" + } + ], "chunk_position": null }, { "created_by": "system", "graph_id": "chat", "assistant_id": "eb6db400-e3c8-5d06-a834-015cb89efe69", + "title": "Delete 90-day-old database backups", "run_attempt": 1, "langgraph_version": "1.1.10", "langgraph_api_version": "0.8.7", "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e88-f495-7db2-8977-1306b1843383", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-9a85-70c2-a5c8-710e5a9142f2", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 6, + "langgraph_step": 10, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -2274,8 +74987,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", - "checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", + "langgraph_checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", + "checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -2285,51 +74998,77 @@ } }, { - "tMs": 755, + "tMs": 5033, + "event": { + "type": "custom", + "name": "a2ui-partial", + "data": { + "name": "a2ui-partial", + "data": { + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", + "args_so_far": "{\"envelopes\":[{\"version\":\"v0.9\",\"createSurface\":{\"surfaceId\":\"contact-form-1\",\"catalogId\":\"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\",\"sendDataModel\":true}},{\"version\":\"v0.9\",\"updateComponents\":{\"surfaceId\":\"contact-form-1\",\"components\":[{\"id\":\"root\",\"component\":\"Column\",\"children\":[\"name\",\"email\",\"subject\",\"message\",\"sendBtn\"],\"justify\":\"start\",\"align\":\"stretch\"},{\"id\":\"name\",\"component\":\"TextField\",\"label\":\"Name\",\"value\":{\"path\":\"/name\"},\"variant\":\"shortText\"},{\"id\":\"email\",\"component\":\"TextField\",\"label\":\"Email address\",\"value\":{\"path\":\"/email\"},\"variant\":\"shortText\",\"validationRegexp\":\"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"},{\"id\":\"subject\",\"component\":\"TextField\",\"label\":\"Subject\",\"value\":{\"path\":\"/subject\"},\"variant\":\"shortText\"},{\"id\":\"message\",\"component\":\"TextField\",\"label\":\"Message\",\"value\":{\"path\":\"/message\"},\"variant\":\"longText\"},{\"id\":\"sendBtn-text\",\"component\":\"Text\",\"text\":\"Send\"},{\"id\":\"sendBtn\",\"component\":\"Button\",\"child\":\"sendBtn-text\",\"variant\":\"primary\",\"action\":{\"event\":{\"name\":\"send_contact_form\",\"context\":{\"name\":{\"path\":\"/name\"},\"email\":{\"path\":\"/email\"},\"subject\":{\"path\":\"/subject\"},\"message\":{\"path\":\"/message\"}}}}}]}},{\"version\":\"v0.9\",\"updateDataModel\":{\"surfaceId\":\"contact-form-1\",\"path\":\"/\",\"value\":{\"name" + } + } + } + }, + { + "tMs": 5046, "event": { "type": "messages", "messages": [ { - 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"run_id": "01a06e88-f495-7db2-8977-1306b1843383", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-9a85-70c2-a5c8-710e5a9142f2", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 6, + "langgraph_step": 10, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -2338,8 +75077,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", - "checkpoint_ns": "generate:17d84747-b63a-2564-d5cf-ec46a28e47c9", + "langgraph_checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", + "checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -2347,45 +75086,57 @@ }, "data": [ { - "content": [], + "content": [ + { + "type": "function_call", + "arguments": "\":\"\",\"", + "index": 1 + } + ], "additional_kwargs": {}, "response_metadata": { - 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"tMs": 724, + "tMs": 5114, "event": { "type": "messages", "messages": [ { - "content": [], + "content": [ + { + "type": "function_call", + "arguments": "}}", + "index": 1 + } + ], "additional_kwargs": {}, "response_metadata": { - "model_provider": "openai", - "id": "resp-jN3vuP9WaDjoR62t" + "model_provider": "openai" }, "type": "AIMessageChunk", "name": null, - "id": "resp-jN3vuP9WaDjoR62t", + "id": "lc_run--01a07265-9d58-7fc1-aa6f-a62d1a5f71d1", "tool_calls": [], - "invalid_tool_calls": [], + "invalid_tool_calls": [ + { + "name": null, + "args": "}}", + "id": null, + "error": null, + "type": "invalid_tool_call" + } + ], "usage_metadata": null, - "tool_call_chunks": [], + "tool_call_chunks": [ + { + "name": null, + "args": "}}", + "id": null, + "index": 1, + "type": "tool_call_chunk" + } + ], "chunk_position": null } ], @@ -3741,16 +76322,17 @@ "created_by": "system", "graph_id": "chat", "assistant_id": "eb6db400-e3c8-5d06-a834-015cb89efe69", + "title": "Delete 90-day-old database backups", "run_attempt": 1, "langgraph_version": "1.1.10", "langgraph_api_version": "0.8.7", "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e89-0e5a-7002-bac9-a11201bd16c6", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-9a85-70c2-a5c8-710e5a9142f2", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 11, + "langgraph_step": 10, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -3759,8 +76341,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:19486206-ce15-98d6-49f2-bec04f8c20f7", - "checkpoint_ns": "generate:19486206-ce15-98d6-49f2-bec04f8c20f7", + "langgraph_checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", + "checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -3768,35 +76350,57 @@ }, "data": [ { - "content": [], + "content": [ + { + "type": "function_call", + "arguments": "}}", + "index": 1 + } + ], "additional_kwargs": {}, "response_metadata": { - "model_provider": "openai", - "id": "resp-jN3vuP9WaDjoR62t" + "model_provider": "openai" }, "type": "AIMessageChunk", "name": null, - "id": "resp-jN3vuP9WaDjoR62t", + "id": "lc_run--01a07265-9d58-7fc1-aa6f-a62d1a5f71d1", "tool_calls": [], - "invalid_tool_calls": [], + "invalid_tool_calls": [ + { + "name": null, + "args": "}}", + "id": null, + "error": null, + "type": "invalid_tool_call" + } + ], "usage_metadata": null, - "tool_call_chunks": [], + "tool_call_chunks": [ + { + "name": null, + "args": "}}", + "id": null, + "index": 1, + "type": "tool_call_chunk" + } + ], "chunk_position": null }, { "created_by": "system", "graph_id": "chat", "assistant_id": "eb6db400-e3c8-5d06-a834-015cb89efe69", + "title": "Delete 90-day-old database backups", "run_attempt": 1, "langgraph_version": "1.1.10", "langgraph_api_version": "0.8.7", "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e89-0e5a-7002-bac9-a11201bd16c6", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-9a85-70c2-a5c8-710e5a9142f2", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langchain_chat_model", - "langgraph_step": 11, + "langgraph_step": 10, "langgraph_node": "generate", "langgraph_triggers": [ "branch:to:generate" @@ -3805,8 +76409,8 @@ "__pregel_pull", "generate" ], - "langgraph_checkpoint_ns": "generate:19486206-ce15-98d6-49f2-bec04f8c20f7", - "checkpoint_ns": "generate:19486206-ce15-98d6-49f2-bec04f8c20f7", + "langgraph_checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", + "checkpoint_ns": "generate:d43eef0f-cf9f-4ede-2565-698b68a5aa64", "ls_provider": "openai", "ls_model_name": "gpt-5-mini", "ls_model_type": "chat", @@ -3816,7 +76420,21 @@ } }, { - "tMs": 726, + "tMs": 5114, + "event": { + "type": "custom", + "name": "a2ui-partial", + "data": { + "name": "a2ui-partial", + "data": { + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", + "args_so_far": "{\"envelopes\":[{\"version\":\"v0.9\",\"createSurface\":{\"surfaceId\":\"contact-form-1\",\"catalogId\":\"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\",\"sendDataModel\":true}},{\"version\":\"v0.9\",\"updateComponents\":{\"surfaceId\":\"contact-form-1\",\"components\":[{\"id\":\"root\",\"component\":\"Column\",\"children\":[\"name\",\"email\",\"subject\",\"message\",\"sendBtn\"],\"justify\":\"start\",\"align\":\"stretch\"},{\"id\":\"name\",\"component\":\"TextField\",\"label\":\"Name\",\"value\":{\"path\":\"/name\"},\"variant\":\"shortText\"},{\"id\":\"email\",\"component\":\"TextField\",\"label\":\"Email address\",\"value\":{\"path\":\"/email\"},\"variant\":\"shortText\",\"validationRegexp\":\"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"},{\"id\":\"subject\",\"component\":\"TextField\",\"label\":\"Subject\",\"value\":{\"path\":\"/subject\"},\"variant\":\"shortText\"},{\"id\":\"message\",\"component\":\"TextField\",\"label\":\"Message\",\"value\":{\"path\":\"/message\"},\"variant\":\"longText\"},{\"id\":\"sendBtn-text\",\"component\":\"Text\",\"text\":\"Send\"},{\"id\":\"sendBtn\",\"component\":\"Button\",\"child\":\"sendBtn-text\",\"variant\":\"primary\",\"action\":{\"event\":{\"name\":\"send_contact_form\",\"context\":{\"name\":{\"path\":\"/name\"},\"email\":{\"path\":\"/email\"},\"subject\":{\"path\":\"/subject\"},\"message\":{\"path\":\"/message\"}}}}}]}},{\"version\":\"v0.9\",\"updateDataModel\":{\"surfaceId\":\"contact-form-1\",\"path\":\"/\",\"value\":{\"name\":\"\",\"email\":\"\",\"subject\":\"\",\"message\":\"\"}}" + } + } + } + }, + { + "tMs": 5121, "event": { "type": "messages", "messages": [ @@ -3824,11 +76442,8 @@ "content": [ { "type": "function_call", - 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Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." + "ids": [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-02-01-staging" + ] }, - "id": "call_w4Ye7ud0QQgTmpPz", + "id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9659, + "output_tokens": 63, + "total_tokens": 9722, + "input_token_details": { + "cache_read": 9600 + }, + "output_token_details": { + "reasoning": 0 + } } }, { - "content": "Human response: approved", + "content": "{\"deleted\": [\"bk-2026-05-28-prod\", \"bk-2026-04-30-prod\", \"bk-2026-02-01-staging\"], \"freed_gb\": 86.5, \"remaining\": 5}", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", - "name": "request_approval", - "id": "caa5f682-4991-424a-baec-0e8298776bfc", - "tool_call_id": "call_w4Ye7ud0QQgTmpPz", + "name": "delete_backups", + "id": "cade9c86-6df1-49ae-bcf2-dcb610dc0d11", + "tool_call_id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "artifact": null, "status": "success" }, @@ -4779,32 +77392,38 @@ "content": [ { "type": "text", - "text": "Approved. Here is the cleanup I would run:\n\n1. **Inventory** the backup stores you name (S3, GCS, Azure, RDS and EBS snapshots, and the local backup table).\n2. **Dry run** a listing of everything older than 90 days so you can scan it before anything is touched.\n3. **Delete** the matched objects and snapshots, moving anything tagged `retain` to the archive bucket instead, and write an audit record for each deletion.\n\nNothing has been deleted yet. The dry-run listing comes first.", + "text": "Deleted 3 backups (bk-2026-05-28-prod, bk-2026-04-30-prod, bk-2026-02-01-staging), freeing 86.5 GB. Kept backups that are under retention (bk-2026-03-15-prod and bk-2025-12-31-prod) and any others not older than 90 days.", "index": 0, - "id": "msg-AYYVVft0E286rNtm" + "id": "msg_0d4d7ad9cefa9014006a9c42e8c22087d08476bbf42a07c0c3" } ], "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-bFkp8JA-CZ9ESPqt", - "created_at": 1788560865, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", + "created_at": 1788625640, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-bFkp8JA-CZ9ESPqt", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", "tool_calls": [], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9788, + "output_tokens": 85, + "total_tokens": 9873, + "input_token_details": { + "cache_read": 9728 + }, + "output_token_details": { + "reasoning": 0 + } } }, { @@ -4815,32 +77434,42 @@ "response_metadata": {}, "type": "human", "name": null, - 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"form-title", - "name-field", - "email-field", - "subject-field", - "message-field", - "send-button" + "name", + "email", + "subject", + "message", + "sendBtn" ], - "align": "start" - }, - { - "id": "form-title", - "component": "Text", - "text": "Contact Us", - "variant": "h1" + "justify": "start", + "align": "stretch" }, { - "id": "name-field", + "id": "name", "component": "TextField", "label": "Name", - "value": "", + "value": { + "path": "/name" + }, "variant": "shortText" }, { - "id": "email-field", + "id": "email", "component": "TextField", "label": "Email address", - "value": "", - "variant": "shortText" + "value": { + "path": "/email" + }, + "variant": "shortText", + "validationRegexp": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$" }, { - "id": "subject-field", + "id": "subject", "component": "TextField", "label": "Subject", - "value": "", + "value": { + "path": "/subject" + }, "variant": "shortText" }, { - "id": "message-field", + "id": "message", "component": "TextField", "label": "Message", - "value": "", + "value": { + "path": "/message" + }, "variant": "longText" }, { - "id": "send-button", + "id": "sendBtn-text", + "component": "Text", + "text": "Send" + }, + { + "id": "sendBtn", "component": "Button", - "child": "send-text", + "child": "sendBtn-text", + "variant": "primary", "action": { "event": { - "name": "submit_contact" + "name": "send_contact_form", + "context": { + "name": { + "path": "/name" + }, + "email": { + "path": "/email" + }, + "subject": { + "path": "/subject" + }, + "message": { + "path": "/message" + } + } } } - }, - { - "id": "send-text", - "component": "Text", - "text": "Send" } ] } + }, + { + "version": "v0.9", + "updateDataModel": { + "surfaceId": "contact-form-1", + "path": "/", + "value": { + "name": "", + "email": "", + "subject": "", + "message": "" + } + } } ] }, - "id": "call_ftl_1MQGCIfE5VpP", + "id": "call_lvgogCQyALCUFEcS8JrcaJUN", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9877, + "output_tokens": 379, + "total_tokens": 10256, + "input_token_details": { + "cache_read": 9216 + }, + "output_token_details": { + "reasoning": 0 + } } } ], + "backups": [ + { + "id": "bk-2026-08-30-prod", + "location": "s3://acme-db-backups/prod/2026-08-30.dump.gz", + "created_at": "2026-08-30", + "size_gb": 41.2 + }, + { + "id": "bk-2026-08-16-prod", + "location": "s3://acme-db-backups/prod/2026-08-16.dump.gz", + "created_at": "2026-08-16", + "size_gb": 40.7 + }, + { + "id": "bk-2026-07-05-prod", + "location": "s3://acme-db-backups/prod/2026-07-05.dump.gz", + "created_at": "2026-07-05", + "size_gb": 39.1 + }, + { + "id": "bk-2026-03-15-prod", + "location": "s3://acme-db-backups/prod/2026-03-15.dump.gz", + "created_at": "2026-03-15", + "size_gb": 35, + "retain": true + }, + { + "id": "bk-2025-12-31-prod", + "location": "s3://acme-db-backups/prod/2025-12-31.dump.gz", + "created_at": "2025-12-31", + "size_gb": 33.6, + "retain": true + } + ], "data": { "messages": [ { @@ -4949,112 +77648,145 @@ "response_metadata": {}, "type": "human", "name": null, - 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Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." + "ids": [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-02-01-staging" + ] }, - "id": "call_w4Ye7ud0QQgTmpPz", + "id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9659, + "output_tokens": 63, + "total_tokens": 9722, + "input_token_details": { + "cache_read": 9600 + }, + "output_token_details": { + "reasoning": 0 + } } }, { - "content": "Human response: approved", + "content": "{\"deleted\": [\"bk-2026-05-28-prod\", \"bk-2026-04-30-prod\", \"bk-2026-02-01-staging\"], \"freed_gb\": 86.5, \"remaining\": 5}", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", - "name": "request_approval", - "id": "caa5f682-4991-424a-baec-0e8298776bfc", - "tool_call_id": "call_w4Ye7ud0QQgTmpPz", + "name": "delete_backups", + "id": "cade9c86-6df1-49ae-bcf2-dcb610dc0d11", + "tool_call_id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "artifact": null, "status": "success" }, @@ -5062,32 +77794,38 @@ "content": [ { "type": "text", - "text": "Approved. Here is the cleanup I would run:\n\n1. **Inventory** the backup stores you name (S3, GCS, Azure, RDS and EBS snapshots, and the local backup table).\n2. **Dry run** a listing of everything older than 90 days so you can scan it before anything is touched.\n3. **Delete** the matched objects and snapshots, moving anything tagged `retain` to the archive bucket instead, and write an audit record for each deletion.\n\nNothing has been deleted yet. The dry-run listing comes first.", + "text": "Deleted 3 backups (bk-2026-05-28-prod, bk-2026-04-30-prod, bk-2026-02-01-staging), freeing 86.5 GB. Kept backups that are under retention (bk-2026-03-15-prod and bk-2025-12-31-prod) and any others not older than 90 days.", "index": 0, - "id": "msg-AYYVVft0E286rNtm" + "id": "msg_0d4d7ad9cefa9014006a9c42e8c22087d08476bbf42a07c0c3" } ], "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-bFkp8JA-CZ9ESPqt", - "created_at": 1788560865, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", + "created_at": 1788625640, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-bFkp8JA-CZ9ESPqt", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", "tool_calls": [], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9788, + "output_tokens": 85, + "total_tokens": 9873, + "input_token_details": { + "cache_read": 9728 + }, + "output_token_details": { + "reasoning": 0 + } } }, { @@ -5098,32 +77836,42 @@ "response_metadata": {}, "type": "human", "name": null, - 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"id": "resp-jN3vuP9WaDjoR62t", - "created_at": 1788560871, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", + "created_at": 1788625657, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-jN3vuP9WaDjoR62t", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", "tool_calls": [ { "name": "render_a2ui_surface", @@ -5132,112 +77880,182 @@ { "version": "v0.9", "createSurface": { - "surfaceId": "contact-form", - "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json" + "surfaceId": "contact-form-1", + "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json", + "sendDataModel": true } }, { "version": "v0.9", "updateComponents": { - "surfaceId": "contact-form", + "surfaceId": "contact-form-1", "components": [ { "id": "root", "component": "Column", "children": [ - "form-title", - "name-field", - "email-field", - "subject-field", - "message-field", - "send-button" + "name", + "email", + "subject", + "message", + "sendBtn" ], - "align": "start" + "justify": "start", + "align": "stretch" }, { - "id": "form-title", - "component": "Text", - "text": "Contact Us", - "variant": "h1" - }, - { - "id": "name-field", + "id": "name", "component": "TextField", "label": "Name", - "value": "", + "value": { + "path": "/name" + }, "variant": "shortText" }, { - "id": "email-field", + "id": "email", "component": "TextField", "label": "Email address", - "value": "", - "variant": "shortText" + "value": { + "path": "/email" + }, + "variant": "shortText", + "validationRegexp": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$" }, { - "id": "subject-field", + "id": "subject", "component": "TextField", "label": "Subject", - "value": "", + "value": { + "path": "/subject" + }, "variant": "shortText" }, { - "id": "message-field", + "id": "message", "component": "TextField", "label": "Message", - "value": "", + "value": { + "path": "/message" + }, "variant": "longText" }, { - "id": "send-button", + "id": "sendBtn-text", + "component": "Text", + "text": "Send" + }, + { + "id": "sendBtn", "component": "Button", - "child": "send-text", + "child": "sendBtn-text", + "variant": "primary", "action": { "event": { - "name": "submit_contact" + "name": "send_contact_form", + "context": { + "name": { + "path": "/name" + }, + "email": { + "path": "/email" + }, + "subject": { + "path": "/subject" + }, + "message": { + "path": "/message" + } + } } } - }, - { - "id": "send-text", - "component": "Text", - "text": "Send" } ] } + }, + { + "version": "v0.9", + "updateDataModel": { + "surfaceId": "contact-form-1", + "path": "/", + "value": { + "name": "", + "email": "", + "subject": "", + "message": "" + } + } } ] }, - "id": "call_ftl_1MQGCIfE5VpP", + "id": "call_lvgogCQyALCUFEcS8JrcaJUN", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9877, + "output_tokens": 379, + "total_tokens": 10256, + "input_token_details": { + "cache_read": 9216 + }, + "output_token_details": { + "reasoning": 0 + } } } + ], + "backups": [ + { + "id": "bk-2026-08-30-prod", + "location": "s3://acme-db-backups/prod/2026-08-30.dump.gz", + "created_at": "2026-08-30", + "size_gb": 41.2 + }, + { + "id": "bk-2026-08-16-prod", + "location": "s3://acme-db-backups/prod/2026-08-16.dump.gz", + "created_at": "2026-08-16", + "size_gb": 40.7 + }, + { + "id": "bk-2026-07-05-prod", + "location": "s3://acme-db-backups/prod/2026-07-05.dump.gz", + "created_at": "2026-07-05", + "size_gb": 39.1 + }, + { + "id": "bk-2026-03-15-prod", + "location": "s3://acme-db-backups/prod/2026-03-15.dump.gz", + "created_at": "2026-03-15", + "size_gb": 35, + "retain": true + }, + { + "id": "bk-2025-12-31-prod", + "location": "s3://acme-db-backups/prod/2025-12-31.dump.gz", + "created_at": "2025-12-31", + "size_gb": 33.6, + "retain": true + } ] } } }, { - "tMs": 739, + "tMs": 5482, "event": { "type": "messages", "messages": [ { - "content": "[{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\"}}, {\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"form-title\", \"name-field\", \"email-field\", \"subject-field\", \"message-field\", \"send-button\"], \"align\": \"start\"}, {\"id\": \"form-title\", \"component\": \"Text\", \"text\": \"Contact Us\", \"variant\": \"h1\"}, {\"id\": \"name-field\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"email-field\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"subject-field\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"message-field\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": \"\", \"variant\": \"longText\"}, {\"id\": \"send-button\", \"component\": \"Button\", \"child\": \"send-text\", \"action\": {\"event\": {\"name\": \"submit_contact\"}}}, {\"id\": \"send-text\", \"component\": \"Text\", \"text\": \"Send\"}]}}]", + "content": "[{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form-1\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\", \"sendDataModel\": true}}, {\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form-1\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"name\", \"email\", \"subject\", \"message\", \"sendBtn\"], \"justify\": \"start\", \"align\": \"stretch\"}, {\"id\": \"name\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": {\"path\": \"/name\"}, \"variant\": \"shortText\"}, {\"id\": \"email\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": {\"path\": \"/email\"}, \"variant\": \"shortText\", \"validationRegexp\": \"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"}, {\"id\": \"subject\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": {\"path\": \"/subject\"}, \"variant\": \"shortText\"}, {\"id\": \"message\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": {\"path\": \"/message\"}, \"variant\": \"longText\"}, {\"id\": \"sendBtn-text\", \"component\": \"Text\", \"text\": \"Send\"}, {\"id\": \"sendBtn\", \"component\": \"Button\", \"child\": \"sendBtn-text\", \"variant\": \"primary\", \"action\": {\"event\": {\"name\": \"send_contact_form\", \"context\": {\"name\": {\"path\": \"/name\"}, \"email\": {\"path\": \"/email\"}, \"subject\": {\"path\": \"/subject\"}, \"message\": {\"path\": \"/message\"}}}}}]}}, {\"version\": \"v0.9\", \"updateDataModel\": {\"surfaceId\": \"contact-form-1\", \"path\": \"/\", \"value\": {\"name\": \"\", \"email\": \"\", \"subject\": \"\", \"message\": \"\"}}}]", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", "name": "render_a2ui_surface", - "id": "5252e940-d879-4387-a5a3-642ebccfd59b", - "tool_call_id": "call_ftl_1MQGCIfE5VpP", + "id": "6cac6876-e281-409f-8e3c-e8ae7bed53f1", + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", "artifact": null, "status": "success" } @@ -5246,16 +78064,17 @@ "created_by": "system", "graph_id": "chat", "assistant_id": "eb6db400-e3c8-5d06-a834-015cb89efe69", + "title": "Delete 90-day-old database backups", "run_attempt": 1, "langgraph_version": "1.1.10", "langgraph_api_version": "0.8.7", "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e89-0e5a-7002-bac9-a11201bd16c6", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-9a85-70c2-a5c8-710e5a9142f2", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langgraph", - "langgraph_step": 12, + "langgraph_step": 11, "langgraph_node": "tools", "langgraph_triggers": [ "branch:to:tools" @@ -5264,17 +78083,17 @@ "__pregel_pull", "tools" ], - "langgraph_checkpoint_ns": "tools:89ff25f1-8e97-7649-6199-873618183f60" + "langgraph_checkpoint_ns": "tools:3b48d4ee-09c6-2c2d-3fe8-7de23cb36e59" }, "data": [ { - "content": "[{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\"}}, {\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"form-title\", \"name-field\", \"email-field\", \"subject-field\", \"message-field\", \"send-button\"], \"align\": \"start\"}, {\"id\": \"form-title\", \"component\": \"Text\", \"text\": \"Contact Us\", \"variant\": \"h1\"}, {\"id\": \"name-field\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"email-field\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"subject-field\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"message-field\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": \"\", \"variant\": \"longText\"}, {\"id\": \"send-button\", \"component\": \"Button\", \"child\": \"send-text\", \"action\": {\"event\": {\"name\": \"submit_contact\"}}}, {\"id\": \"send-text\", \"component\": \"Text\", \"text\": \"Send\"}]}}]", + "content": "[{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form-1\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\", \"sendDataModel\": true}}, {\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form-1\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"name\", \"email\", \"subject\", \"message\", \"sendBtn\"], \"justify\": \"start\", \"align\": \"stretch\"}, {\"id\": \"name\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": {\"path\": \"/name\"}, \"variant\": \"shortText\"}, {\"id\": \"email\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": {\"path\": \"/email\"}, \"variant\": \"shortText\", \"validationRegexp\": \"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"}, {\"id\": \"subject\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": {\"path\": \"/subject\"}, \"variant\": \"shortText\"}, {\"id\": \"message\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": {\"path\": \"/message\"}, \"variant\": \"longText\"}, {\"id\": \"sendBtn-text\", \"component\": \"Text\", \"text\": \"Send\"}, {\"id\": \"sendBtn\", \"component\": \"Button\", \"child\": \"sendBtn-text\", \"variant\": \"primary\", \"action\": {\"event\": {\"name\": \"send_contact_form\", \"context\": {\"name\": {\"path\": \"/name\"}, \"email\": {\"path\": \"/email\"}, \"subject\": {\"path\": \"/subject\"}, \"message\": {\"path\": \"/message\"}}}}}]}}, {\"version\": \"v0.9\", \"updateDataModel\": {\"surfaceId\": \"contact-form-1\", \"path\": \"/\", \"value\": {\"name\": \"\", \"email\": \"\", \"subject\": \"\", \"message\": \"\"}}}]", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", "name": "render_a2ui_surface", - "id": "5252e940-d879-4387-a5a3-642ebccfd59b", - "tool_call_id": "call_ftl_1MQGCIfE5VpP", + "id": "6cac6876-e281-409f-8e3c-e8ae7bed53f1", + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", "artifact": null, "status": "success" }, @@ -5282,16 +78101,17 @@ "created_by": "system", "graph_id": "chat", "assistant_id": "eb6db400-e3c8-5d06-a834-015cb89efe69", + "title": "Delete 90-day-old database backups", "run_attempt": 1, "langgraph_version": "1.1.10", "langgraph_api_version": "0.8.7", "langgraph_plan": "enterprise", "langgraph_host": "self-hosted", "langgraph_api_url": "http://127.0.0.1:2024", - "run_id": "01a06e89-0e5a-7002-bac9-a11201bd16c6", - "thread_id": "01a06e88-4650-7330-888b-84965246620f", + "run_id": "01a07265-9a85-70c2-a5c8-710e5a9142f2", + "thread_id": "01a07265-36cc-78e1-a51c-a6b700ad17d2", "ls_integration": "langgraph", - "langgraph_step": 12, + "langgraph_step": 11, "langgraph_node": "tools", "langgraph_triggers": [ "branch:to:tools" @@ -5300,25 +78120,25 @@ "__pregel_pull", "tools" ], - "langgraph_checkpoint_ns": "tools:89ff25f1-8e97-7649-6199-873618183f60" + "langgraph_checkpoint_ns": "tools:3b48d4ee-09c6-2c2d-3fe8-7de23cb36e59" } ] } }, { - "tMs": 739, + "tMs": 5483, "event": { "type": "updates", "tools": { "messages": [ { - "content": "[{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\"}}, {\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"form-title\", \"name-field\", \"email-field\", \"subject-field\", \"message-field\", \"send-button\"], \"align\": \"start\"}, {\"id\": \"form-title\", \"component\": \"Text\", \"text\": \"Contact Us\", \"variant\": \"h1\"}, {\"id\": \"name-field\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"email-field\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"subject-field\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"message-field\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": \"\", \"variant\": \"longText\"}, {\"id\": \"send-button\", \"component\": \"Button\", \"child\": \"send-text\", \"action\": {\"event\": {\"name\": \"submit_contact\"}}}, {\"id\": \"send-text\", \"component\": \"Text\", \"text\": \"Send\"}]}}]", + "content": "[{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form-1\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\", \"sendDataModel\": true}}, {\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form-1\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"name\", \"email\", \"subject\", \"message\", \"sendBtn\"], \"justify\": \"start\", \"align\": \"stretch\"}, {\"id\": \"name\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": {\"path\": \"/name\"}, \"variant\": \"shortText\"}, {\"id\": \"email\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": {\"path\": \"/email\"}, \"variant\": \"shortText\", \"validationRegexp\": \"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"}, {\"id\": \"subject\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": {\"path\": \"/subject\"}, \"variant\": \"shortText\"}, {\"id\": \"message\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": {\"path\": \"/message\"}, \"variant\": \"longText\"}, {\"id\": \"sendBtn-text\", \"component\": \"Text\", \"text\": \"Send\"}, {\"id\": \"sendBtn\", \"component\": \"Button\", \"child\": \"sendBtn-text\", \"variant\": \"primary\", \"action\": {\"event\": {\"name\": \"send_contact_form\", \"context\": {\"name\": {\"path\": \"/name\"}, \"email\": {\"path\": \"/email\"}, \"subject\": {\"path\": \"/subject\"}, \"message\": {\"path\": \"/message\"}}}}}]}}, {\"version\": \"v0.9\", \"updateDataModel\": {\"surfaceId\": \"contact-form-1\", \"path\": \"/\", \"value\": {\"name\": \"\", \"email\": \"\", \"subject\": \"\", \"message\": \"\"}}}]", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", "name": "render_a2ui_surface", - "id": "5252e940-d879-4387-a5a3-642ebccfd59b", - "tool_call_id": "call_ftl_1MQGCIfE5VpP", + "id": "6cac6876-e281-409f-8e3c-e8ae7bed53f1", + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", "artifact": null, "status": "success" } @@ -5328,13 +78148,13 @@ "tools": { "messages": [ { - "content": "[{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\"}}, {\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"form-title\", \"name-field\", \"email-field\", \"subject-field\", \"message-field\", \"send-button\"], \"align\": \"start\"}, {\"id\": \"form-title\", \"component\": \"Text\", \"text\": \"Contact Us\", \"variant\": \"h1\"}, {\"id\": \"name-field\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"email-field\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"subject-field\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"message-field\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": \"\", \"variant\": \"longText\"}, {\"id\": \"send-button\", \"component\": \"Button\", \"child\": \"send-text\", \"action\": {\"event\": {\"name\": \"submit_contact\"}}}, {\"id\": \"send-text\", \"component\": \"Text\", \"text\": \"Send\"}]}}]", + "content": "[{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form-1\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\", \"sendDataModel\": true}}, {\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form-1\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"name\", \"email\", \"subject\", \"message\", \"sendBtn\"], \"justify\": \"start\", \"align\": \"stretch\"}, {\"id\": \"name\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": {\"path\": \"/name\"}, \"variant\": \"shortText\"}, {\"id\": \"email\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": {\"path\": \"/email\"}, \"variant\": \"shortText\", \"validationRegexp\": \"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"}, {\"id\": \"subject\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": {\"path\": \"/subject\"}, \"variant\": \"shortText\"}, {\"id\": \"message\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": {\"path\": \"/message\"}, \"variant\": \"longText\"}, {\"id\": \"sendBtn-text\", \"component\": \"Text\", \"text\": \"Send\"}, {\"id\": \"sendBtn\", \"component\": \"Button\", \"child\": \"sendBtn-text\", \"variant\": \"primary\", \"action\": {\"event\": {\"name\": \"send_contact_form\", \"context\": {\"name\": {\"path\": \"/name\"}, \"email\": {\"path\": \"/email\"}, \"subject\": {\"path\": \"/subject\"}, \"message\": {\"path\": \"/message\"}}}}}]}}, {\"version\": \"v0.9\", \"updateDataModel\": {\"surfaceId\": \"contact-form-1\", \"path\": \"/\", \"value\": {\"name\": \"\", \"email\": \"\", \"subject\": \"\", \"message\": \"\"}}}]", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", "name": "render_a2ui_surface", - "id": "5252e940-d879-4387-a5a3-642ebccfd59b", - "tool_call_id": "call_ftl_1MQGCIfE5VpP", + "id": "6cac6876-e281-409f-8e3c-e8ae7bed53f1", + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", "artifact": null, "status": "success" } @@ -5344,7 +78164,7 @@ } }, { - "tMs": 739, + "tMs": 5485, "event": { "type": "values", "messages": [ @@ -5356,112 +78176,145 @@ "response_metadata": {}, "type": "human", "name": null, - "id": "e6deb07d-9cf8-4a3c-a1b8-d2ac63531ce7" + "id": "d19b3d08-b8e3-4db2-a378-84d48975b736" }, { "content": [ { - "type": "function_call", - "name": "request_approval", - "arguments": "{\"reason\":\"User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. 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Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." + "ids": [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-02-01-staging" + ] }, - "id": "call_w4Ye7ud0QQgTmpPz", + "id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9659, + "output_tokens": 63, + "total_tokens": 9722, + "input_token_details": { + "cache_read": 9600 + }, + "output_token_details": { + "reasoning": 0 + } } }, { - "content": "Human response: approved", + "content": "{\"deleted\": [\"bk-2026-05-28-prod\", \"bk-2026-04-30-prod\", \"bk-2026-02-01-staging\"], \"freed_gb\": 86.5, \"remaining\": 5}", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", - "name": "request_approval", - "id": "caa5f682-4991-424a-baec-0e8298776bfc", - "tool_call_id": "call_w4Ye7ud0QQgTmpPz", + "name": "delete_backups", + "id": "cade9c86-6df1-49ae-bcf2-dcb610dc0d11", + "tool_call_id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "artifact": null, "status": "success" }, @@ -5469,32 +78322,38 @@ "content": [ { "type": "text", - "text": "Approved. Here is the cleanup I would run:\n\n1. **Inventory** the backup stores you name (S3, GCS, Azure, RDS and EBS snapshots, and the local backup table).\n2. **Dry run** a listing of everything older than 90 days so you can scan it before anything is touched.\n3. **Delete** the matched objects and snapshots, moving anything tagged `retain` to the archive bucket instead, and write an audit record for each deletion.\n\nNothing has been deleted yet. The dry-run listing comes first.", + "text": "Deleted 3 backups (bk-2026-05-28-prod, bk-2026-04-30-prod, bk-2026-02-01-staging), freeing 86.5 GB. Kept backups that are under retention (bk-2026-03-15-prod and bk-2025-12-31-prod) and any others not older than 90 days.", "index": 0, - "id": "msg-AYYVVft0E286rNtm" + "id": "msg_0d4d7ad9cefa9014006a9c42e8c22087d08476bbf42a07c0c3" } ], "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-bFkp8JA-CZ9ESPqt", - "created_at": 1788560865, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", + "created_at": 1788625640, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-bFkp8JA-CZ9ESPqt", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", "tool_calls": [], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9788, + "output_tokens": 85, + "total_tokens": 9873, + "input_token_details": { + "cache_read": 9728 + }, + "output_token_details": { + "reasoning": 0 + } } }, { @@ -5505,32 +78364,42 @@ "response_metadata": {}, "type": "human", "name": null, - 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"form-title", - "name-field", - "email-field", - "subject-field", - "message-field", - "send-button" + "name", + "email", + "subject", + "message", + "sendBtn" ], - "align": "start" + "justify": "start", + "align": "stretch" }, { - "id": "form-title", - "component": "Text", - "text": "Contact Us", - "variant": "h1" - }, - { - "id": "name-field", + "id": "name", "component": "TextField", "label": "Name", - "value": "", + "value": { + "path": "/name" + }, "variant": "shortText" }, { - "id": "email-field", + "id": "email", "component": "TextField", "label": "Email address", - "value": "", - "variant": "shortText" + "value": { + "path": "/email" + }, + "variant": "shortText", + "validationRegexp": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$" }, { - "id": "subject-field", + "id": "subject", "component": "TextField", "label": "Subject", - "value": "", + "value": { + "path": "/subject" + }, "variant": "shortText" }, { - "id": "message-field", + "id": "message", "component": "TextField", "label": "Message", - "value": "", + "value": { + "path": "/message" + }, "variant": "longText" }, { - "id": "send-button", + "id": "sendBtn-text", + "component": "Text", + "text": "Send" + }, + { + "id": "sendBtn", "component": "Button", - "child": "send-text", + "child": "sendBtn-text", + "variant": "primary", "action": { "event": { - "name": "submit_contact" + "name": "send_contact_form", + "context": { + "name": { + "path": "/name" + }, + "email": { + "path": "/email" + }, + "subject": { + "path": "/subject" + }, + "message": { + "path": "/message" + } + } } } - }, - { - "id": "send-text", - "component": "Text", - "text": "Send" } ] } + }, + { + "version": "v0.9", + "updateDataModel": { + "surfaceId": "contact-form-1", + "path": "/", + "value": { + "name": "", + "email": "", + "subject": "", + "message": "" + } + } } ] }, - "id": "call_ftl_1MQGCIfE5VpP", + "id": "call_lvgogCQyALCUFEcS8JrcaJUN", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - 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Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." + "ids": [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-02-01-staging" + ] }, - "id": "call_w4Ye7ud0QQgTmpPz", + "id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9659, + "output_tokens": 63, + "total_tokens": 9722, + "input_token_details": { + "cache_read": 9600 + }, + "output_token_details": { + "reasoning": 0 + } } }, { - "content": "Human response: approved", + "content": "{\"deleted\": [\"bk-2026-05-28-prod\", \"bk-2026-04-30-prod\", \"bk-2026-02-01-staging\"], \"freed_gb\": 86.5, \"remaining\": 5}", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", - "name": "request_approval", - "id": "caa5f682-4991-424a-baec-0e8298776bfc", - "tool_call_id": "call_w4Ye7ud0QQgTmpPz", + "name": "delete_backups", + "id": "cade9c86-6df1-49ae-bcf2-dcb610dc0d11", + "tool_call_id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "artifact": null, "status": "success" }, @@ -5763,32 +78735,38 @@ "content": [ { "type": "text", - "text": "Approved. Here is the cleanup I would run:\n\n1. **Inventory** the backup stores you name (S3, GCS, Azure, RDS and EBS snapshots, and the local backup table).\n2. **Dry run** a listing of everything older than 90 days so you can scan it before anything is touched.\n3. **Delete** the matched objects and snapshots, moving anything tagged `retain` to the archive bucket instead, and write an audit record for each deletion.\n\nNothing has been deleted yet. The dry-run listing comes first.", + "text": "Deleted 3 backups (bk-2026-05-28-prod, bk-2026-04-30-prod, bk-2026-02-01-staging), freeing 86.5 GB. Kept backups that are under retention (bk-2026-03-15-prod and bk-2025-12-31-prod) and any others not older than 90 days.", "index": 0, - "id": "msg-AYYVVft0E286rNtm" + "id": "msg_0d4d7ad9cefa9014006a9c42e8c22087d08476bbf42a07c0c3" } ], "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-bFkp8JA-CZ9ESPqt", - "created_at": 1788560865, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", + "created_at": 1788625640, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-bFkp8JA-CZ9ESPqt", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", "tool_calls": [], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9788, + "output_tokens": 85, + "total_tokens": 9873, + "input_token_details": { + "cache_read": 9728 + }, + "output_token_details": { + "reasoning": 0 + } } }, { @@ -5799,32 +78777,42 @@ "response_metadata": {}, "type": "human", "name": null, - 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"id": "resp-jN3vuP9WaDjoR62t", - "created_at": 1788560871, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", + "created_at": 1788625657, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-jN3vuP9WaDjoR62t", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", "tool_calls": [ { "name": "render_a2ui_surface", @@ -5833,112 +78821,182 @@ { "version": "v0.9", "createSurface": { - "surfaceId": "contact-form", - "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json" + "surfaceId": "contact-form-1", + "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json", + "sendDataModel": true } }, { "version": "v0.9", "updateComponents": { - "surfaceId": "contact-form", + "surfaceId": "contact-form-1", "components": [ { "id": "root", "component": "Column", "children": [ - "form-title", - "name-field", - "email-field", - "subject-field", - "message-field", - "send-button" + "name", + "email", + "subject", + "message", + "sendBtn" ], - "align": "start" + "justify": "start", + "align": "stretch" }, { - "id": "form-title", - "component": "Text", - "text": "Contact Us", - "variant": "h1" - }, - { - "id": "name-field", + "id": "name", "component": "TextField", "label": "Name", - "value": "", + "value": { + "path": "/name" + }, "variant": "shortText" }, { - "id": "email-field", + "id": "email", "component": "TextField", "label": "Email address", - "value": "", - "variant": "shortText" + "value": { + "path": "/email" + }, + "variant": "shortText", + "validationRegexp": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$" }, { - "id": "subject-field", + "id": "subject", "component": "TextField", "label": "Subject", - "value": "", + "value": { + "path": "/subject" + }, "variant": "shortText" }, { - "id": "message-field", + "id": "message", "component": "TextField", "label": "Message", - "value": "", + "value": { + "path": "/message" + }, "variant": "longText" }, { - "id": "send-button", + "id": "sendBtn-text", + "component": "Text", + "text": "Send" + }, + { + "id": "sendBtn", "component": "Button", - "child": "send-text", + "child": "sendBtn-text", + "variant": "primary", "action": { "event": { - "name": "submit_contact" + "name": "send_contact_form", + "context": { + "name": { + "path": "/name" + }, + "email": { + "path": "/email" + }, + "subject": { + "path": "/subject" + }, + "message": { + "path": "/message" + } + } } } - }, - { - "id": "send-text", - "component": "Text", - "text": "Send" } ] } + }, + { + "version": "v0.9", + "updateDataModel": { + "surfaceId": "contact-form-1", + "path": "/", + "value": { + "name": "", + "email": "", + "subject": "", + "message": "" + } + } } ] }, - "id": "call_ftl_1MQGCIfE5VpP", + "id": "call_lvgogCQyALCUFEcS8JrcaJUN", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - 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"id": "5252e940-d879-4387-a5a3-642ebccfd59b", - "tool_call_id": "call_ftl_1MQGCIfE5VpP", + "id": "6cac6876-e281-409f-8e3c-e8ae7bed53f1", + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", "artifact": null, "status": "success" } + ], + "backups": [ + { + "id": "bk-2026-08-30-prod", + "location": "s3://acme-db-backups/prod/2026-08-30.dump.gz", + "created_at": "2026-08-30", + "size_gb": 41.2 + }, + { + "id": "bk-2026-08-16-prod", + "location": "s3://acme-db-backups/prod/2026-08-16.dump.gz", + "created_at": "2026-08-16", + "size_gb": 40.7 + }, + { + "id": "bk-2026-07-05-prod", + "location": "s3://acme-db-backups/prod/2026-07-05.dump.gz", + "created_at": "2026-07-05", + "size_gb": 39.1 + }, + { + "id": "bk-2026-03-15-prod", + "location": "s3://acme-db-backups/prod/2026-03-15.dump.gz", + "created_at": "2026-03-15", + "size_gb": 35, + "retain": true + }, + { + "id": "bk-2025-12-31-prod", + "location": "s3://acme-db-backups/prod/2025-12-31.dump.gz", + "created_at": "2025-12-31", + "size_gb": 33.6, + "retain": true + } ] } } }, { - "tMs": 742, + "tMs": 5486, "event": { "type": "updates", "emit_generated_surface": { @@ -5949,26 +79007,28 @@ "response_metadata": {}, "type": "tool", "name": null, - "id": "5252e940-d879-4387-a5a3-642ebccfd59b", - "tool_call_id": "call_ftl_1MQGCIfE5VpP", + "id": "6cac6876-e281-409f-8e3c-e8ae7bed53f1", + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", "artifact": null, "status": "success" }, { - "content": "---a2ui_JSON---\n{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\"}}\n{\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"form-title\", \"name-field\", \"email-field\", \"subject-field\", \"message-field\", \"send-button\"], \"align\": \"start\"}, {\"id\": \"form-title\", \"component\": \"Text\", \"text\": \"Contact Us\", \"variant\": \"h1\"}, {\"id\": \"name-field\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"email-field\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"subject-field\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"message-field\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": \"\", \"variant\": \"longText\"}, {\"id\": \"send-button\", \"component\": \"Button\", \"child\": \"send-text\", \"action\": {\"event\": {\"name\": \"submit_contact\"}}}, {\"id\": \"send-text\", \"component\": \"Text\", \"text\": \"Send\"}]}}\n", + "content": "---a2ui_JSON---\n{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form-1\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\", \"sendDataModel\": true}}\n{\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form-1\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"name\", \"email\", \"subject\", \"message\", \"sendBtn\"], \"justify\": \"start\", \"align\": \"stretch\"}, {\"id\": \"name\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": {\"path\": \"/name\"}, \"variant\": \"shortText\"}, {\"id\": \"email\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": {\"path\": \"/email\"}, \"variant\": \"shortText\", \"validationRegexp\": \"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"}, {\"id\": \"subject\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": {\"path\": \"/subject\"}, \"variant\": \"shortText\"}, {\"id\": \"message\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": {\"path\": \"/message\"}, \"variant\": \"longText\"}, {\"id\": \"sendBtn-text\", \"component\": \"Text\", \"text\": \"Send\"}, {\"id\": \"sendBtn\", \"component\": \"Button\", \"child\": \"sendBtn-text\", \"variant\": \"primary\", \"action\": {\"event\": {\"name\": \"send_contact_form\", \"context\": {\"name\": {\"path\": \"/name\"}, \"email\": {\"path\": \"/email\"}, \"subject\": {\"path\": \"/subject\"}, \"message\": {\"path\": \"/message\"}}}}}]}}\n{\"version\": \"v0.9\", \"updateDataModel\": {\"surfaceId\": \"contact-form-1\", \"path\": \"/\", \"value\": {\"name\": \"\", \"email\": \"\", \"subject\": \"\", \"message\": \"\"}}}\n", "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-jN3vuP9WaDjoR62t", - "created_at": 1788560871, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", + "created_at": 1788625657, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-jN3vuP9WaDjoR62t", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", "tool_calls": [ { "name": "render_a2ui_surface", @@ -5977,83 +79037,115 @@ { "version": "v0.9", "createSurface": { - "surfaceId": "contact-form", - "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json" + "surfaceId": "contact-form-1", + "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json", + "sendDataModel": true } }, { "version": "v0.9", "updateComponents": { - "surfaceId": "contact-form", + "surfaceId": "contact-form-1", "components": [ { "id": "root", "component": "Column", "children": [ - "form-title", - "name-field", - "email-field", - "subject-field", - "message-field", - "send-button" + "name", + "email", + "subject", + "message", + "sendBtn" ], - "align": "start" + "justify": "start", + "align": "stretch" }, { - "id": "form-title", - "component": "Text", - "text": "Contact Us", - "variant": "h1" - }, - { - "id": "name-field", + "id": "name", "component": "TextField", "label": "Name", - "value": "", + "value": { + "path": "/name" + }, "variant": "shortText" }, { - "id": "email-field", + "id": "email", "component": "TextField", "label": "Email address", - "value": "", - "variant": "shortText" + "value": { + "path": "/email" + }, + "variant": "shortText", + "validationRegexp": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$" }, { - "id": "subject-field", + "id": "subject", "component": "TextField", "label": "Subject", - "value": "", + "value": { + "path": "/subject" + }, "variant": "shortText" }, { - "id": "message-field", + "id": "message", "component": "TextField", "label": "Message", - "value": "", + "value": { + "path": "/message" + }, "variant": "longText" }, { - "id": "send-button", + "id": "sendBtn-text", + "component": "Text", + "text": "Send" + }, + { + "id": "sendBtn", "component": "Button", - "child": "send-text", + "child": "sendBtn-text", + "variant": "primary", "action": { "event": { - "name": "submit_contact" + "name": "send_contact_form", + "context": { + "name": { + "path": "/name" + }, + "email": { + "path": "/email" + }, + "subject": { + "path": "/subject" + }, + "message": { + "path": "/message" + } + } } } - }, - { - "id": "send-text", - "component": "Text", - "text": "Send" } ] } + }, + { + "version": "v0.9", + "updateDataModel": { + "surfaceId": "contact-form-1", + "path": "/", + "value": { + "name": "", + "email": "", + "subject": "", + "message": "" + } + } } ] }, - "id": "call_ftl_1MQGCIfE5VpP", + "id": "call_lvgogCQyALCUFEcS8JrcaJUN", "type": "tool_call" } ], @@ -6071,26 +79163,28 @@ "response_metadata": {}, "type": "tool", "name": null, - "id": "5252e940-d879-4387-a5a3-642ebccfd59b", - "tool_call_id": "call_ftl_1MQGCIfE5VpP", + "id": "6cac6876-e281-409f-8e3c-e8ae7bed53f1", + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", "artifact": null, "status": "success" }, { - "content": "---a2ui_JSON---\n{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\"}}\n{\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"form-title\", \"name-field\", \"email-field\", \"subject-field\", \"message-field\", \"send-button\"], \"align\": \"start\"}, {\"id\": \"form-title\", \"component\": \"Text\", \"text\": \"Contact Us\", \"variant\": \"h1\"}, {\"id\": \"name-field\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"email-field\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"subject-field\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"message-field\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": \"\", \"variant\": \"longText\"}, {\"id\": \"send-button\", \"component\": \"Button\", \"child\": \"send-text\", \"action\": {\"event\": {\"name\": \"submit_contact\"}}}, {\"id\": \"send-text\", \"component\": \"Text\", \"text\": \"Send\"}]}}\n", + "content": "---a2ui_JSON---\n{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form-1\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\", \"sendDataModel\": true}}\n{\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form-1\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"name\", \"email\", \"subject\", \"message\", \"sendBtn\"], \"justify\": \"start\", \"align\": \"stretch\"}, {\"id\": \"name\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": {\"path\": \"/name\"}, \"variant\": \"shortText\"}, {\"id\": \"email\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": {\"path\": \"/email\"}, \"variant\": \"shortText\", \"validationRegexp\": \"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"}, {\"id\": \"subject\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": {\"path\": \"/subject\"}, \"variant\": \"shortText\"}, {\"id\": \"message\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": {\"path\": \"/message\"}, \"variant\": \"longText\"}, {\"id\": \"sendBtn-text\", \"component\": \"Text\", \"text\": \"Send\"}, {\"id\": \"sendBtn\", \"component\": \"Button\", \"child\": \"sendBtn-text\", \"variant\": \"primary\", \"action\": {\"event\": {\"name\": \"send_contact_form\", \"context\": {\"name\": {\"path\": \"/name\"}, \"email\": {\"path\": \"/email\"}, \"subject\": {\"path\": \"/subject\"}, \"message\": {\"path\": \"/message\"}}}}}]}}\n{\"version\": \"v0.9\", \"updateDataModel\": {\"surfaceId\": \"contact-form-1\", \"path\": \"/\", \"value\": {\"name\": \"\", \"email\": \"\", \"subject\": \"\", \"message\": \"\"}}}\n", "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-jN3vuP9WaDjoR62t", - "created_at": 1788560871, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", + "created_at": 1788625657, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-jN3vuP9WaDjoR62t", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", "tool_calls": [ { "name": "render_a2ui_surface", @@ -6099,83 +79193,115 @@ { "version": "v0.9", "createSurface": { - "surfaceId": "contact-form", - "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json" + "surfaceId": "contact-form-1", + "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json", + "sendDataModel": true } }, { "version": "v0.9", "updateComponents": { - "surfaceId": "contact-form", + "surfaceId": "contact-form-1", "components": [ { "id": "root", "component": "Column", "children": [ - "form-title", - "name-field", - "email-field", - "subject-field", - "message-field", - "send-button" + "name", + "email", + "subject", + "message", + "sendBtn" ], - "align": "start" - }, - { - "id": "form-title", - "component": "Text", - "text": "Contact Us", - "variant": "h1" + "justify": "start", + "align": "stretch" }, { - "id": "name-field", + "id": "name", "component": "TextField", "label": "Name", - "value": "", + "value": { + "path": "/name" + }, "variant": "shortText" }, { - "id": "email-field", + "id": "email", "component": "TextField", "label": "Email address", - "value": "", - "variant": "shortText" + "value": { + "path": "/email" + }, + "variant": "shortText", + "validationRegexp": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$" }, { - "id": "subject-field", + "id": "subject", "component": "TextField", "label": "Subject", - "value": "", + "value": { + "path": "/subject" + }, "variant": "shortText" }, { - "id": "message-field", + "id": "message", "component": "TextField", "label": "Message", - "value": "", + "value": { + "path": "/message" + }, "variant": "longText" }, { - "id": "send-button", + "id": "sendBtn-text", + "component": "Text", + "text": "Send" + }, + { + "id": "sendBtn", "component": "Button", - "child": "send-text", + "child": "sendBtn-text", + "variant": "primary", "action": { "event": { - "name": "submit_contact" + "name": "send_contact_form", + "context": { + "name": { + "path": "/name" + }, + "email": { + "path": "/email" + }, + "subject": { + "path": "/subject" + }, + "message": { + "path": "/message" + } + } } } - }, - { - "id": "send-text", - "component": "Text", - "text": "Send" } ] } + }, + { + "version": "v0.9", + "updateDataModel": { + "surfaceId": "contact-form-1", + "path": "/", + "value": { + "name": "", + "email": "", + "subject": "", + "message": "" + } + } } ] }, - "id": "call_ftl_1MQGCIfE5VpP", + "id": "call_lvgogCQyALCUFEcS8JrcaJUN", "type": "tool_call" } ], @@ -6188,7 +79314,7 @@ } }, { - "tMs": 743, + "tMs": 5487, "event": { "type": "values", "messages": [ @@ -6200,112 +79326,145 @@ "response_metadata": {}, "type": "human", "name": null, - "id": "e6deb07d-9cf8-4a3c-a1b8-d2ac63531ce7" + "id": "d19b3d08-b8e3-4db2-a378-84d48975b736" }, { "content": [ { - "type": "function_call", - "name": "request_approval", - "arguments": "{\"reason\":\"User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions.\"}", - "call_id": "call_n-KMXGp0o7Ibt3Ub", - "id": "fc-5rA15kEiA6P0OOB9", + "id": "rs_0d4d7ad9cefa9014006a9c42e0988c87d0aa81c69d3c7b2c0c", + "summary": [], + "type": "reasoning", + "content": [], + "encrypted_content": "gAAAAABqnELgLCN1qP9YEZl3cwoB0AanNvJ0V2ruCRI4AaU-F1C-y4qkWbIt0JNbndSXMOMlVxeIqZ9r0JnoQ6bP7vtN29OxByP8msZdje90caHdY49Bz6XPldkioDxQcYCfj-F_ZgRGd-s7sGrOZA3V0tRVx1ierjiu1tKRspqvhm7rDi94Q4nB87iumPC5AmG80MdudY7rdzYRCM1f1beAQ7MynnhTA2T9DY6SKcBxDwOUBWThzQk0sibiNiBOSm6e9jN_FmOvBw_ZPkK5sJrgpHdl5tD8yef1oZjOp1lP5GTuVhOCqlud2B_gMcB9UNVEg2kQpGIKN6Ju9FMQm8jc5fPmMKhBpePLh30I8Q2-eP90Lvimoyz_IcSyUTJr54i9oQHe6my9SYLVLMN7gLNxMHpp9oQJWMKy1luw1ECg7yZ9v0K7Mr4Ffp9dgw8xOPoOT3JMZOijZ3Y5Dvjp0Pn_hxhimlT0L0VrEhuAVg4d2QjaqdcWlmYz5zEX3IiRGwn_tXbsUAVFyCsJkPJo96YrEVmbhLmQat0c1ASEXf2OPwTf1gTRCS2mfJhsVvnSyuLdupdXR8U6cPVGV0DQn362PuD4OkiWK9j48hcb1y0lql429KFEtiZtU5pUIO627a_cgTuJMnPs4yOcUPl5opHDxq-LpsTDwBDUBoe4ERjeI5GChq5NMUanWD-kbYvKr4LVqEQuRrGB6hWDBaS_bpQ1WVM77IRmVB0WskcUpxQBJFQyck6qHH1lacF00aTm2NOrU2rGZ3wIqizepUCgwOizX_9184184LjHXUKoj-58IoqD7_GJF6IqcX8Sh6kBhMaJIOsgIutRlmIXtQBs_uq6L4PogDhHLP8pxqEhoZi62VCGRqAhG1XdPTugOLT_z9Sb-GA9KZDYv4JJUKlJBY96lNa0uY7n0j_5tXFN-xGomoZB5pzK56ggqd67MU1KRPtNTJ-siEkUCa3iDuvkHz3VjoxXAiM1_lqawRdyBwLRvC6ZKmJhzn8KZwnUnjv5uo7eLPqIoNTADbJzrkYY86u-kG36zdRmPYg_SeyrkSRRhOFKr2gkk0ZHckp7v198tlsuMoVPCTObhFZjUMg0y29bMaAIQanoo2a9UrgEeO9Y08CqrQ7QiYfR8ecHlkPFc0TKsJqWIFmgzoTrYdYvOV6fGn64Cynlui8hsAuGkMmXa_MVAKosyuw=", "index": 0 + }, + { + "type": "function_call", + "name": "list_backups", + "arguments": "{\"older_than_days\":90}", + "call_id": "call_3VJx885Y4b4mdoRHra5B2hye", + "id": "fc_0d4d7ad9cefa9014006a9c42e0d0cc87d087ff3b0f85bf8b41", + "index": 1 } ], "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-cvELd0JNmTA88zUp", - "created_at": 1788560821, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42e02c5087d087abec0efa3ba877", + "created_at": 1788625632, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-cvELd0JNmTA88zUp", + "id": "resp_0d4d7ad9cefa9014006a9c42e02c5087d087abec0efa3ba877", "tool_calls": [ { - "name": "request_approval", + "name": "list_backups", "args": { - "reason": "User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." + "older_than_days": 90 }, - "id": "call_n-KMXGp0o7Ibt3Ub", + "id": "call_3VJx885Y4b4mdoRHra5B2hye", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9283, + "output_tokens": 35, + "total_tokens": 9318, + "input_token_details": { + "cache_read": 9216 + }, + "output_token_details": { + "reasoning": 0 + } } }, { - "content": "Clean up our old database backups, anything older than 90 days.", - "additional_kwargs": { - "type": "human" - }, + "content": "{\"older_than_days\": 90, \"backups\": [{\"id\": \"bk-2026-05-28-prod\", \"location\": \"s3://acme-db-backups/prod/2026-05-28.dump.gz\", \"created_at\": \"2026-05-28\", \"size_gb\": 37.8}, {\"id\": \"bk-2026-04-30-prod\", \"location\": \"s3://acme-db-backups/prod/2026-04-30.dump.gz\", \"created_at\": \"2026-04-30\", \"size_gb\": 36.4}, {\"id\": \"bk-2026-03-15-prod\", \"location\": \"s3://acme-db-backups/prod/2026-03-15.dump.gz\", \"created_at\": \"2026-03-15\", \"size_gb\": 35.0, \"retain\": true}, {\"id\": \"bk-2026-02-01-staging\", \"location\": \"s3://acme-db-backups/staging/2026-02-01.dump.gz\", \"created_at\": \"2026-02-01\", \"size_gb\": 12.3}, {\"id\": \"bk-2025-12-31-prod\", \"location\": \"s3://acme-db-backups/prod/2025-12-31.dump.gz\", \"created_at\": \"2025-12-31\", \"size_gb\": 33.6, \"retain\": true}], \"total\": 8}", + "additional_kwargs": {}, "response_metadata": {}, - "type": "human", - "name": null, - "id": "a8a9b488-b295-432a-92b6-7a091355ab91" + "type": "tool", + "name": "list_backups", + "id": "2c320350-79dd-45c0-b1e9-b23beeb69fe0", + "tool_call_id": "call_3VJx885Y4b4mdoRHra5B2hye", + "artifact": null, + "status": "success" }, { "content": [ { - "type": "function_call", - "name": "request_approval", - "arguments": "{\"reason\":\"User requested to delete old database backups (destructive action). Requesting approval to proceed with deleting backups older than 90 days from production storage. 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Requesting approval to proceed with deleting backups older than 90 days from production storage. Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." + "ids": [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-02-01-staging" + ] }, - "id": "call_w4Ye7ud0QQgTmpPz", + "id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9659, + "output_tokens": 63, + "total_tokens": 9722, + "input_token_details": { + "cache_read": 9600 + }, + "output_token_details": { + "reasoning": 0 + } } }, { - "content": "Human response: approved", + "content": "{\"deleted\": [\"bk-2026-05-28-prod\", \"bk-2026-04-30-prod\", \"bk-2026-02-01-staging\"], \"freed_gb\": 86.5, \"remaining\": 5}", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", - "name": "request_approval", - "id": "caa5f682-4991-424a-baec-0e8298776bfc", - "tool_call_id": "call_w4Ye7ud0QQgTmpPz", + "name": "delete_backups", + "id": "cade9c86-6df1-49ae-bcf2-dcb610dc0d11", + "tool_call_id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "artifact": null, "status": "success" }, @@ -6313,32 +79472,38 @@ "content": [ { "type": "text", - "text": "Approved. Here is the cleanup I would run:\n\n1. **Inventory** the backup stores you name (S3, GCS, Azure, RDS and EBS snapshots, and the local backup table).\n2. **Dry run** a listing of everything older than 90 days so you can scan it before anything is touched.\n3. **Delete** the matched objects and snapshots, moving anything tagged `retain` to the archive bucket instead, and write an audit record for each deletion.\n\nNothing has been deleted yet. The dry-run listing comes first.", + "text": "Deleted 3 backups (bk-2026-05-28-prod, bk-2026-04-30-prod, bk-2026-02-01-staging), freeing 86.5 GB. Kept backups that are under retention (bk-2026-03-15-prod and bk-2025-12-31-prod) and any others not older than 90 days.", "index": 0, - "id": "msg-AYYVVft0E286rNtm" + "id": "msg_0d4d7ad9cefa9014006a9c42e8c22087d08476bbf42a07c0c3" } ], "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-bFkp8JA-CZ9ESPqt", - "created_at": 1788560865, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", + "created_at": 1788625640, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-bFkp8JA-CZ9ESPqt", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", "tool_calls": [], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9788, + "output_tokens": 85, + "total_tokens": 9873, + "input_token_details": { + "cache_read": 9728 + }, + "output_token_details": { + "reasoning": 0 + } } }, { @@ -6349,23 +79514,25 @@ "response_metadata": {}, "type": "human", "name": null, - "id": "a6cac65e-2662-40c2-8587-dfa08afc6a63" + "id": "3d076f2c-fd04-4d9c-82e6-3ac00722a680" }, { - "content": "---a2ui_JSON---\n{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\"}}\n{\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"form-title\", \"name-field\", \"email-field\", \"subject-field\", \"message-field\", \"send-button\"], \"align\": \"start\"}, {\"id\": \"form-title\", \"component\": \"Text\", \"text\": \"Contact Us\", \"variant\": \"h1\"}, {\"id\": \"name-field\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"email-field\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"subject-field\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": \"\", \"variant\": \"shortText\"}, {\"id\": \"message-field\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": \"\", \"variant\": \"longText\"}, {\"id\": \"send-button\", \"component\": \"Button\", \"child\": \"send-text\", \"action\": {\"event\": {\"name\": \"submit_contact\"}}}, {\"id\": \"send-text\", \"component\": \"Text\", \"text\": \"Send\"}]}}\n", + "content": "---a2ui_JSON---\n{\"version\": \"v0.9\", \"createSurface\": {\"surfaceId\": \"contact-form-1\", \"catalogId\": \"https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json\", \"sendDataModel\": true}}\n{\"version\": \"v0.9\", \"updateComponents\": {\"surfaceId\": \"contact-form-1\", \"components\": [{\"id\": \"root\", \"component\": \"Column\", \"children\": [\"name\", \"email\", \"subject\", \"message\", \"sendBtn\"], \"justify\": \"start\", \"align\": \"stretch\"}, {\"id\": \"name\", \"component\": \"TextField\", \"label\": \"Name\", \"value\": {\"path\": \"/name\"}, \"variant\": \"shortText\"}, {\"id\": \"email\", \"component\": \"TextField\", \"label\": \"Email address\", \"value\": {\"path\": \"/email\"}, \"variant\": \"shortText\", \"validationRegexp\": \"^[^\\\\s@]+@[^\\\\s@]+\\\\.[^\\\\s@]+$\"}, {\"id\": \"subject\", \"component\": \"TextField\", \"label\": \"Subject\", \"value\": {\"path\": \"/subject\"}, \"variant\": \"shortText\"}, {\"id\": \"message\", \"component\": \"TextField\", \"label\": \"Message\", \"value\": {\"path\": \"/message\"}, \"variant\": \"longText\"}, {\"id\": \"sendBtn-text\", \"component\": \"Text\", \"text\": \"Send\"}, {\"id\": \"sendBtn\", \"component\": \"Button\", \"child\": \"sendBtn-text\", \"variant\": \"primary\", \"action\": {\"event\": {\"name\": \"send_contact_form\", \"context\": {\"name\": {\"path\": \"/name\"}, \"email\": {\"path\": \"/email\"}, \"subject\": {\"path\": \"/subject\"}, \"message\": {\"path\": \"/message\"}}}}}]}}\n{\"version\": \"v0.9\", \"updateDataModel\": {\"surfaceId\": \"contact-form-1\", \"path\": \"/\", \"value\": {\"name\": \"\", \"email\": \"\", \"subject\": \"\", \"message\": \"\"}}}\n", "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-jN3vuP9WaDjoR62t", - "created_at": 1788560871, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", + "created_at": 1788625657, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-jN3vuP9WaDjoR62t", + "id": "resp_0d4d7ad9cefa9014006a9c42f969dc87d0a46a5c561198d69a", "tool_calls": [ { "name": "render_a2ui_surface", @@ -6374,83 +79541,115 @@ { "version": "v0.9", "createSurface": { - "surfaceId": "contact-form", - "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json" + "surfaceId": "contact-form-1", + "catalogId": "https://a2ui.org/specification/v0_9/catalogs/basic/catalog.json", + "sendDataModel": true } }, { "version": "v0.9", "updateComponents": { - "surfaceId": "contact-form", + "surfaceId": "contact-form-1", "components": [ { "id": "root", "component": "Column", "children": [ - "form-title", - "name-field", - "email-field", - "subject-field", - "message-field", - "send-button" + "name", + "email", + "subject", + "message", + "sendBtn" ], - "align": "start" + "justify": "start", + "align": "stretch" }, { - "id": "form-title", - "component": "Text", - "text": "Contact Us", - "variant": "h1" - }, - { - "id": "name-field", + "id": "name", "component": "TextField", "label": "Name", - "value": "", + "value": { + "path": "/name" + }, "variant": "shortText" }, { - "id": "email-field", + "id": "email", "component": "TextField", "label": "Email address", - "value": "", - "variant": "shortText" + "value": { + "path": "/email" + }, + "variant": "shortText", + "validationRegexp": "^[^\\s@]+@[^\\s@]+\\.[^\\s@]+$" }, { - "id": "subject-field", + "id": "subject", "component": "TextField", "label": "Subject", - "value": "", + "value": { + "path": "/subject" + }, "variant": "shortText" }, { - "id": "message-field", + "id": "message", "component": "TextField", "label": "Message", - "value": "", + "value": { + "path": "/message" + }, "variant": "longText" }, { - "id": "send-button", + "id": "sendBtn-text", + "component": "Text", + "text": "Send" + }, + { + "id": "sendBtn", "component": "Button", - "child": "send-text", + "child": "sendBtn-text", + "variant": "primary", "action": { "event": { - "name": "submit_contact" + "name": "send_contact_form", + "context": { + "name": { + "path": "/name" + }, + "email": { + "path": "/email" + }, + "subject": { + "path": "/subject" + }, + "message": { + "path": "/message" + } + } } } - }, - { - "id": "send-text", - "component": "Text", - "text": "Send" } ] } + }, + { + "version": "v0.9", + "updateDataModel": { + "surfaceId": "contact-form-1", + "path": "/", + "value": { + "name": "", + "email": "", + "subject": "", + "message": "" + } + } } ] }, - "id": "call_ftl_1MQGCIfE5VpP", + "id": "call_lvgogCQyALCUFEcS8JrcaJUN", "type": "tool_call" } ], @@ -6463,12 +79662,46 @@ "response_metadata": {}, "type": "tool", "name": null, - "id": "5252e940-d879-4387-a5a3-642ebccfd59b", - "tool_call_id": "call_ftl_1MQGCIfE5VpP", + "id": "6cac6876-e281-409f-8e3c-e8ae7bed53f1", + "tool_call_id": "call_lvgogCQyALCUFEcS8JrcaJUN", "artifact": null, "status": "success" } ], + "backups": [ + { + "id": "bk-2026-08-30-prod", + "location": "s3://acme-db-backups/prod/2026-08-30.dump.gz", + "created_at": "2026-08-30", + "size_gb": 41.2 + }, + { + "id": "bk-2026-08-16-prod", + "location": "s3://acme-db-backups/prod/2026-08-16.dump.gz", + "created_at": "2026-08-16", + "size_gb": 40.7 + }, + { + "id": "bk-2026-07-05-prod", + "location": "s3://acme-db-backups/prod/2026-07-05.dump.gz", + "created_at": "2026-07-05", + "size_gb": 39.1 + }, + { + "id": "bk-2026-03-15-prod", + "location": "s3://acme-db-backups/prod/2026-03-15.dump.gz", + "created_at": "2026-03-15", + "size_gb": 35, + "retain": true + }, + { + "id": "bk-2025-12-31-prod", + "location": "s3://acme-db-backups/prod/2025-12-31.dump.gz", + "created_at": "2025-12-31", + "size_gb": 33.6, + "retain": true + } + ], "data": { "messages": [ { @@ -6479,112 +79712,145 @@ "response_metadata": {}, "type": "human", "name": null, - 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Please confirm whether to proceed, and specify environment (production/staging), backup location/path, and any exclusions." + "ids": [ + "bk-2026-05-28-prod", + "bk-2026-04-30-prod", + "bk-2026-02-01-staging" + ] }, - "id": "call_w4Ye7ud0QQgTmpPz", + "id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "type": "tool_call" } ], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9659, + "output_tokens": 63, + "total_tokens": 9722, + "input_token_details": { + "cache_read": 9600 + }, + "output_token_details": { + "reasoning": 0 + } } }, { - "content": "Human response: approved", + "content": "{\"deleted\": [\"bk-2026-05-28-prod\", \"bk-2026-04-30-prod\", \"bk-2026-02-01-staging\"], \"freed_gb\": 86.5, \"remaining\": 5}", "additional_kwargs": {}, "response_metadata": {}, "type": "tool", - "name": "request_approval", - "id": "caa5f682-4991-424a-baec-0e8298776bfc", - "tool_call_id": "call_w4Ye7ud0QQgTmpPz", + "name": "delete_backups", + "id": "cade9c86-6df1-49ae-bcf2-dcb610dc0d11", + "tool_call_id": "call_J9EXYOEOGaKFY3I5bDHKuHU9", "artifact": null, "status": "success" }, @@ -6592,32 +79858,38 @@ "content": [ { "type": "text", - "text": "Approved. 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Kept backups that are under retention (bk-2026-03-15-prod and bk-2025-12-31-prod) and any others not older than 90 days.", "index": 0, - "id": "msg-AYYVVft0E286rNtm" + "id": "msg_0d4d7ad9cefa9014006a9c42e8c22087d08476bbf42a07c0c3" } ], "additional_kwargs": {}, "response_metadata": { "model_provider": "openai", - "id": "resp-bFkp8JA-CZ9ESPqt", - "created_at": 1788560865, - "model": "gpt-5-mini", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", + "created_at": 1788625640, + "metadata": {}, + "model": "gpt-5-mini-2025-08-07", "object": "response", + "service_tier": "default", "status": "completed", - "model_name": "gpt-5-mini" + "model_name": "gpt-5-mini-2025-08-07" }, "type": "ai", "name": null, - "id": "resp-bFkp8JA-CZ9ESPqt", + "id": "resp_0d4d7ad9cefa9014006a9c42e8447887d083022e2305848348", "tool_calls": [], "invalid_tool_calls": [], "usage_metadata": { - "input_tokens": 0, - "output_tokens": 0, - "total_tokens": 0, - "input_token_details": {}, - "output_token_details": {} + "input_tokens": 9788, + "output_tokens": 85, + "total_tokens": 9873, + "input_token_details": { + "cache_read": 9728 + }, + "output_token_details": { + "reasoning": 0 + } } }, { @@ -6628,23 +79900,25 @@ "response_metadata": {}, "type": "human", "name": null, - 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Without it the title's tokens land on the just-completed answer + * and trip the streaming-markdown contract, which stops the next turn from + * rendering. The replay agent needs it too — the recording carries the same + * events the live run did. + */ +const TRANSCRIPT_NODE_NAMES = ['generate']; + function heroProviders(replay?: HeroReplayTransport): Provider[] { return [ // useFactory, not useValue: this array is built once at decorator time, so @@ -105,6 +115,7 @@ function heroProviders(replay?: HeroReplayTransport): Provider[] { scopedAgent(HERO_REPLAY_REF, { assistantId: 'hero-replay', transport: inject(HeroReplayTransport), + transcriptNodeNames: TRANSCRIPT_NODE_NAMES, }), }, { @@ -116,6 +127,7 @@ function heroProviders(replay?: HeroReplayTransport): Provider[] { assistantId: environment.assistantId, threadId: liveThreadId, onThreadId: (id: string) => liveThreadId.set(id), + transcriptNodeNames: TRANSCRIPT_NODE_NAMES, transport: isRecordMode() ? new HeroRecordingTransport( new FetchStreamTransport(environment.langGraphApiUrl, (id) => liveThreadId.set(id)), diff --git a/examples/chat/angular/src/app/hero/hero-replay.fixture.spec.ts b/examples/chat/angular/src/app/hero/hero-replay.fixture.spec.ts index 35d5ae2dd..eaa77c29a 100644 --- a/examples/chat/angular/src/app/hero/hero-replay.fixture.spec.ts +++ b/examples/chat/angular/src/app/hero/hero-replay.fixture.spec.ts @@ -16,6 +16,28 @@ describe('hero-replay.json', () => { it('the prompt run pauses on an interrupt', () => { expect(JSON.stringify(rec.runs[0].events)).toMatch(/approval_request/); }); + it('the prompt run lists the inventory and pauses inside delete_backups, not request_approval', () => { + const prompt = JSON.stringify(rec.runs[0].events); + expect(prompt).toMatch(/"name":\s*"list_backups"/); + expect(prompt).toMatch(/"name":\s*"delete_backups"/); + expect(prompt).not.toMatch(/"name":\s*"request_approval"/); + }); + it('the resume run executes the deletion and answers compactly', () => { + const finalValues = rec.runs[1].events.filter((e) => (e.event as { type?: string }).type === 'values').at(-1); + const messages = ((finalValues?.event as { messages?: { type?: string; content?: unknown; tool_calls?: unknown[] }[] })?.messages ?? []); + // The ToolMessage carries delete_backups' JSON audit: the rows really went. + const audit = [...messages].reverse().find((m) => m.type === 'tool'); + const parsed = JSON.parse(String(audit?.content ?? '{}')) as { deleted?: unknown }; + expect(Array.isArray(parsed.deleted) && parsed.deleted.length > 0).toBe(true); + // The whole point of the change: the answer is executed, then summarised. + // 1,400 chars is the ceiling the measurement gate accepted; see the spec. + const last = [...messages].reverse().find((m) => m.type === 'ai' && !(m.tool_calls && m.tool_calls.length)); + const text = typeof last?.content === 'string' + ? last.content + : (last?.content as { type?: string; text?: string }[] | undefined)?.filter((b) => b.type === 'text').map((b) => b.text ?? '').join('') ?? ''; + expect(text.length).toBeGreaterThan(0); + expect(text.length).toBeLessThan(1400); + }); it('the genui run carries an A2UI payload', () => { expect(JSON.stringify(rec.runs[2].events)).toMatch(/a2ui/i); }); diff --git a/examples/chat/angular/src/app/hero/hero-replay.transport.spec.ts b/examples/chat/angular/src/app/hero/hero-replay.transport.spec.ts index de758f31c..958824314 100644 --- a/examples/chat/angular/src/app/hero/hero-replay.transport.spec.ts +++ b/examples/chat/angular/src/app/hero/hero-replay.transport.spec.ts @@ -31,11 +31,11 @@ describe('HeroReplayTransport', () => { expect(first).toHaveLength(3); expect(second).toEqual([{ type: 'values' }]); }); - it('paces by recorded gaps clamped to [30, 600] ms', async () => { + it('paces by recorded gaps at their real speed, capped at 600 ms', async () => { const clock = fakeClock(); const t = new HeroReplayTransport(clock, async () => recording); await collect(t.stream('hero', null, {}, new AbortController().signal)); - expect(clock.waits).toEqual([30, 30, 600]); + expect(clock.waits).toEqual([0, 5, 600]); }); it('stops when the signal aborts', async () => { const t = new HeroReplayTransport(fakeClock(), async () => recording); @@ -84,7 +84,7 @@ describe('HeroReplayTransport', () => { await expect(t.ready()).resolves.toBeUndefined(); expect(load).toHaveBeenCalledTimes(2); }); - it('clamps gaps to the 30ms floor even when tMs goes backwards', async () => { + it('never sleeps a negative gap when tMs goes backwards', async () => { const clock = fakeClock(); const backwards: HeroRecording = { version: 1, @@ -100,7 +100,7 @@ describe('HeroReplayTransport', () => { }; const t = new HeroReplayTransport(clock, async () => backwards); await collect(t.stream('hero', null, {}, new AbortController().signal)); - expect(clock.waits[0]).toBeGreaterThanOrEqual(30); - expect(clock.waits[1]).toBeGreaterThanOrEqual(30); + expect(clock.waits[0]).toBe(100); + expect(clock.waits[1]).toBe(0); }); }); diff --git a/examples/chat/angular/src/app/hero/hero-replay.transport.ts b/examples/chat/angular/src/app/hero/hero-replay.transport.ts index 647d36e24..de66f88d6 100644 --- a/examples/chat/angular/src/app/hero/hero-replay.transport.ts +++ b/examples/chat/angular/src/app/hero/hero-replay.transport.ts @@ -4,9 +4,13 @@ import { validateHeroRecording, type HeroRecording } from './hero-recording.type export interface ReplayClock { sleep(ms: number): Promise; } -/** Floor keeps tokens visibly streaming even when the recording was near-atomic - * (aimock replay is); ceiling keeps long model pauses from stalling the hero. */ -export const REPLAY_MIN_GAP_MS = 30; +/** The recording is a live stream (record-hero-live.config.ts), so tokens replay + * at the pace the model actually produced them: the floor only guards against + * a negative gap. It was 30ms while near-atomic aimock recordings needed help + * to look like streaming; with ~700 token events in the GenUI run that floor + * alone would stretch a 5s stream to 23s. The ceiling keeps long model pauses + * (reasoning, tool round-trips) from stalling the hero. */ +export const REPLAY_MIN_GAP_MS = 0; export const REPLAY_MAX_GAP_MS = 600; export const HERO_RECORDING_URL = '/hero-replay.json'; diff --git a/examples/chat/angular/src/app/hero/hero-script.ts b/examples/chat/angular/src/app/hero/hero-script.ts index eb6916023..ec7d01cc5 100644 --- a/examples/chat/angular/src/app/hero/hero-script.ts +++ b/examples/chat/angular/src/app/hero/hero-script.ts @@ -104,15 +104,15 @@ export const CURSOR_MOVE_MS = 650; * approves it. Approving instantly says the opposite — that the gate is a * formality — which is the one thing this demo must not say. * - * CALIBRATED TO THE PROPOSAL COPY, which is currently ~40 words: four - * seconds is enough to skim that and take its weight, not to read it word for - * word. It was ~60 words until the first prompt was rewritten to the bare - * destructive request; the shorter proposal is what the model actually emits - * unprompted, so the budget is now generous rather than tight. The two are - * coupled and nothing enforces the coupling — if the recorded - * `request_approval` text in `public/hero-replay.json` grows, this has to - * grow with it. A reader who cannot get through the proposal cannot feel what - * approving it means, and the beat silently stops working. + * CALIBRATED TO THE PROPOSAL COPY, which is currently 18 words: `delete_backups` + * composes it in code (`approval_reason` in examples/chat/python/src/backups.py) + * from the ids and the total size, so four seconds is enough to read it whole + * and take its weight. It was ~60 words when the model wrote it unprompted, + * then ~40 once the first prompt became the bare destructive request. The + * Python test `test_approval_reason_is_compact_enough_for_the_hero_dwell` + * keeps the five-id case under 60 words; if that budget or the ids grow, this + * has to grow with them. A reader who cannot get through the proposal cannot + * feel what approving it means, and the beat silently stops working. */ export const INTERRUPT_DWELL_MS = 4000; From b1724434a68b5bb763944b8bb28de0adad6317ca Mon Sep 17 00:00:00 2001 From: Brian Love Date: Sat, 5 Sep 2026 09:47:03 -0700 Subject: [PATCH 13/14] feat(website): re-record both hero posters against the executed approval turn The mobile capture moves to 5000ms after the panel detaches: the resumed answer is longer now, so the old 2800ms frame parked the cursor's arrowhead on the delete_backups chip. Timeline measured by sampling the DOM. 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drifted late. The // a2ui check catches a capture that drifted PAST typing into the second run, From 8502a6c1491a32640fb4a4cb41e4090c00b84582 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Sat, 5 Sep 2026 16:58:52 +0000 Subject: [PATCH 14/14] chore(docs): regenerate api docs --- apps/website/content/docs/chat/api/api-docs.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/apps/website/content/docs/chat/api/api-docs.json b/apps/website/content/docs/chat/api/api-docs.json index 0c7eae53a..2ef4951e6 100644 --- a/apps/website/content/docs/chat/api/api-docs.json +++ b/apps/website/content/docs/chat/api/api-docs.json @@ -4969,7 +4969,7 @@ { "name": "ChatToolViewsComponent", "kind": "class", - "description": "Renders a frontend component for a tool call by reusing the chat\ncomposition's `views` registry. A tool call whose `name` matches a\nregistry key is bridged into a synthetic one-element render spec\n(`{ root: name, elements: { [name]: { type: name, props } } }`) and\nrendered through the existing render-spec pipeline.\n\nProps merge the live `args` (present while the call streams) with the\n`result` (on completion) and always include `status`, so a view\ncomponent can show its own loading/empty/error states. `RenderElement`\nfilters props down to the component's declared inputs, so extra keys\n(and a `status` a component chooses not to declare) are harmless.", + "description": "Renders a frontend component for a tool call by reusing the chat\ncomposition's `views` registry. A tool call whose `name` matches a\nregistry key is bridged into a synthetic one-element render spec\n(`{ root: name, elements: { [name]: { type: name, props } } }`) and\nrendered through the existing render-spec pipeline.\n\nProps merge the live `args` (present while the call streams) with the\n`result` (on completion; a JSON-object string result is parsed first,\nsince that is how a LangGraph ToolMessage carries a dict return) and\nalways include `status`, so a view\ncomponent can show its own loading/empty/error states. `RenderElement`\nfilters props down to the component's declared inputs, so extra keys\n(and a `status` a component chooses not to declare) are harmless.", "params": [], "examples": [], "properties": [