A deployment is a declared resource that produces runs. It bundles an agent with runtime bindings, initial events, and an optional schedule.
deployments:
daily-report:
agent: reporter
description: "Scheduled daily report (server-side cron + outcome grading)"
schedule:
expression: "0 9 * * *"
timezone: UTC
initial_events:
- type: user.message
content: "Summarize yesterday's commits and generate the daily report."
- type: user.define_outcome
description: "Daily report quality gate"
rubric: "Must include an executive summary and at least three key metrics."
max_iterations: 3
resources:
- type: file
source: ./data/report-template.md
mount_path: /data/report-template.md
| Field |
Required |
Description |
agent |
yes |
Agent name to run. |
agent_version |
no |
Pin a versioned agent. |
environment |
no |
Override the agent's environment. |
vaults |
no |
Vault bindings. |
memory_stores |
no |
Memory store bindings. |
resources |
no |
file, memory_store, or github_repository resources to mount. |
initial_events |
yes |
1–50 events that seed each run. |
schedule |
no |
5-field cron expression + timezone. |
| Type |
Purpose |
user.message |
The user prompt that starts the run. |
system.message |
A system instruction prepended to the run. |
user.define_outcome |
An outcome rubric the run is graded against (description, rubric/rubric_file, max_iterations 1–20). |
| Resource type |
Key fields |
file |
source or file_id, mount_path |
memory_store |
memory_store, access (read_write | read_only), instructions |
github_repository |
url, checkout (branch/commit), mount_path, authorization_token |
A file with a local source is uploaded during apply (Files API) and the returned file_id is stored in state; at run time it is mounted at mount_path.
agents deployment list # deployments tracked in state
agents deployment get <name> # status + resolved bindings
agents deployment run <name> # trigger a run
| Provider |
Deployment tier |
What deployment run does |
| Claude |
native |
schedules server-side through the deployments API |
| Qoder |
native |
creates a deployment run and associated session |
| Bailian, Ark |
emulated |
expands into a one-shot session at run time |
On the emulated providers, scheduling and outcome rubrics are not enforced server-side — use external cron/CI for always-on or scheduled runs.