Skip to content
View marcuspat's full-sized avatar
💭
Open to agentic AI roles & consulting
💭
Open to agentic AI roles & consulting
48 followers · 26 following

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: Starstruckx2Achievement: YOLO

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: Starstruckx2Achievement: YOLO

Block or report marcuspat

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
marcuspat/README.md

Banner

Los Angeles, CA · Principal Agentic Engineer

Rust Python Shell Kubernetes Terraform ArgoCD AWS GCP Claude

I build autonomous multi-agent systems that let one engineer ship like a team.

Stars Crates Contributions Website

Autonomous Agent Orchestration · Multi-Agent Swarm Coordination · Cloud-Native Infrastructure · Rust Systems Tooling

Turbo-Flow Stack · Developer Tooling · Rust Crates · Technical Reviews · Organizations

The Turbo-Flow Stack

Tool Stars Lang Purpose
turbo-flow Shell / Python Full agentic dev environment — 215+ MCP tools (via Ruflo v3.5 by ruvnet), cross-session memory (Beads), codebase knowledge graph (GitNexus), per-agent git-worktree isolation. One command bootstraps on DevPod, Codespaces, or Rackspace Spot.
turbo-flow-wizard Shell Guided setup wizard for turbo-flow — interactive generator for project-specific CLAUDE.md configs. 12 app types, 7 methodologies, 19 feature sets.
loopgen Rust Agentic loops for Claude Code — wizard, TOML configs, bash export, LOOP_STATUS protocol. Published on crates.io.
tf-verify.sh — Shell 50+ quality gates across 12 verification phases — dependency integrity, deployment state, artifact validation, and environment checks. Bundled in turbo-flow devpods/.

In motion

turbo-flow running the real codespace_setup.sh chain, then a live tmux tour and claude launch turbo-flow-wizard generating a CLAUDE.pre from a live Q&A session
turbo-flow — real install, real tmux workspace, real claude launch turbo-flow-wizard — interactive CLAUDE.md generator
loopgen driving an agentic loop with --dry-run
loopgen — agentic loops for Claude Code: wizard, TOML, bash export

Developer Tooling

Tool Stars Lang Purpose
cargo-forge Rust Rust project generator — 7 typed templates: CLI, API server, WebAssembly, game engine, embedded.
netrain Rust Matrix-style network packet monitor — real-time DDoS and port-scan detection in the terminal.
Sentinel Rust Safe agentic sysadmin — file operations, process control, network inspection with human-in-the-loop guardrails.

In motion

netrain — live packet log, threat detection, and hex dump in the terminal

netrain — live packet monitor with threat detection

Sentinel listing capabilities and the deny-by-default policy cargo-forge scaffolding a new Rust project from a typed template
Sentinel — safe agentic sysadmin cargo-forge — interactive Rust project generator

More tooling — secret-scan, codescope, and the rest of the lab — lives at adventurewave-labs.

Lab / Demos

Experiments, proofs of concept, and agentic demos.

Repo What it explores
agentic-powered-golden-path-demo NL → GitOps deployment via golden-path workflows (ArgoCD + OpenRouter)
AI-Kubernetes-API-Generator-Demo NL → Kubernetes API generation
agentic-devops-extravaganza · live demo Working demo of K8sGPT and Robusta running against a real Kubernetes API + GLM-4.5 LLM
agentic-platform-engineering-extravaganza · live demo Golden path + Score → Crossplane + real OPA policy gates + an authz-gated MCP server — 42 policy violations without a platform, 0 with one
aops-sre-pipeline · live demo Alert-driven autonomous SRE pipeline — Prometheus → n8n → Popeye → Dify-lite → Ollama → Slack
gitops-progressive-delivery-demo · live demo Argo CD + Argo Rollouts + Prometheus + K8sGPT progressive delivery — a canary trips an SLO violation, an AI SRE diagnoses it, and the rollout auto-rolls back in ~20s

Published Rust Crates

7 crates on crates.io — download counts below update automatically.

Networking & Observability

Crate Downloads Purpose
netrain Matrix-style network packet monitor with IP tracking and threat detection
k8s-netinspect Minimal Kubernetes network inspection — CNI and pod connectivity

Security & Cryptography

Crate Downloads Purpose
cargocrypt Zero-config cryptographic operations for Rust projects
secretscan Blazing-fast secret scanner for codebases -- AWS keys, GitHub tokens, API secrets

Utilities

Crate Downloads Purpose
file-hasher Fast SHA256 / SHA1 / MD5 file hashing CLI with progress output
cargo-forge Rust project generator -- 7 typed templates for CLI, API server, WebAssembly, game engine, embedded

Agent Tooling

Crate Downloads Purpose
loopgen Agentic loops for Claude Code — wizard, TOML configs, bash export, LOOP_STATUS protocol

Technical Reviews

Technical reviewer for Packt Publishing since 2021 — six titles, two credited in print. Most recent: Operational AI with Docker (2026), Microsoft Foundry in Action (2026), and Claude Beyond the Prompt (Oct 2026, credited).

Full list → packt-technical-reviews

Organizations

Org Focus
adventurewave-labs Open-source developer tooling for the Claude and agentic AI ecosystem — the lab behind turbo-flow
creandotumatrix-labs Agentic AI engineering and cloud-native solutions for Latin America

Rust · Python · Shell · Kubernetes · Terraform · ArgoCD · AWS · GCP · Azure · Claude Code · SPARC

📧 marcus@adventureonthewave.com · LinkedIn · [mmarcuspatman.space · X @marcuspat · YouTube @marcuspatmanagentics

Pinned Loading

  1. turbo-flow turbo-flow Public

    Agentic dev environment for DevPods, Codespaces & Rackspace Spot — one-command setup of Ruflo orchestration (215+ MCP tools, 60+ agents upstream).

    Shell 173 47

  2. adventurewave-labs/secret-scan adventurewave-labs/secret-scan Public

    Rust secret scanner CLI — 50 patterns, entropy analysis, Base64/hex obfuscation detection. cargo install secretscan

    Rust 10 1

  3. netrain netrain Public

    Matrix-style network packet monitor with real-time threat detection. DDoS/port scan detection, terminal visualizations, built in Rust.

    Rust 2 1

  4. Sentinel Sentinel Public

    Safe, auditable agentic sysadmin tool in Rust. LLM-driven Investigate → Plan → Approve → Act loop with a deny-by-default policy engine, operator approval gate, and hash-chained audit log.

    Rust

  5. adventurewave-labs/codescope adventurewave-labs/codescope Public

    Code-intelligence engine for AI coding agents — single Rust binary indexes any repo into a queryable graph over MCP, CLI, and JSON.

    Rust 2

  6. cargo-forge cargo-forge Public

    Rust project generator with 7 typed templates — CLI, API server, WASM, game engine, embedded, library, workspace. cargo install cargo-forge.

    Rust 16 1