Los Angeles, CA · Principal Agentic Engineer
I build autonomous multi-agent systems that let one engineer ship like a team.
Autonomous Agent Orchestration · Multi-Agent Swarm Coordination · Cloud-Native Infrastructure · Rust Systems Tooling
Entry points · Turbo Rig · Turbo-Flow Stack · SaaS · Developer Tooling · Rust Crates · Technical Reviews · Organizations
Ecosystem sites: Adventure Wave Labs · Turbo Flow · Turbo Rig · Agentic Platform Engineering · Adventure on the Wave · Creando Tu Matrix · Ancuria
One portfolio, many ways in — start with the problem you want to solve. Every "Start here" is something you can actually open: a public repo, a live site, or a cargo install.
| I want to… | Start here | Then explore |
|---|---|---|
Keep AI-written code out of main unreviewed |
turbo-flow — a developer tool: the rules layer with a fail-closed review gate cross-checked across model families, a written constitution, git-versioned memory | turbo-rig.com — the successor rig (private beta) |
| Let an agent operate a real system safely | Sentinel — Investigate → Plan → Approve → Act under a deny-by-default policy, with an operator gate and a hash-chained audit log | codescope — the repo as a queryable graph, so the agent reads before it writes |
| Stop secrets before they ship | secret-scan — 50 patterns, entropy and obfuscation detection, cargo install secretscan |
cargocrypt · the Homebrew tap |
| Install the Rust tooling | cargo-forge — cargo install cargo-forge, 7 typed templates |
all 7 crates · netrain · rustops |
| See a real product in production | ancuria.com — bilingual real-estate SaaS: Mexican payments end-to-end, AI listing drafts, RADAR quotes | the technical deep-dive |
| Judge the operation by its evidence | Packt technical reviews, 2021–2026 — seven titles reviewed across Rust, Go, Python and AI tooling | the lab — deployed demos, not screenshots |
| Hire me | adventureonthewave.com — paid agentic AI & platform engineering sessions | LinkedIn · marcuspatman.space |
Gate · Map · Remember · Ship · Operate — gate the diff (turbo-flow), map the codebase (codescope), remember across sessions (turbo-brain v2), ship the tool (7 crates), operate the product (Ancuria).
Turbo Rig is a DevOps tool for AI coding agents — it runs coding agents the way production is already run: a cross-model review gate as the pipeline check, merges held by humans, secrets in the keychain, scheduled automations, and state in git. The successor to Turbo Flow — not more agents, but the harness that governs them: Triangle + Spine + Loop. Swappable lanes (builder / reviewer / reserve) under one shared constitution, a review gate cross-checked across model families with fail-closed verdicts, worktree isolation for parallel writers, git-versioned cross-session memory — and the merge button always in human hands.
| Tool | Stars | Lang | Purpose |
|---|---|---|---|
| turbo-rig | — | Shell / Python | The full rig — a DevOps tool for AI coding agents: an eleven-law constitution, review.sh — the review gate with token accounting, wt.sh worktrees, secret.sh keychain, git-versioned memory/, scheduled automations, specs and runbooks. One command installs and wires it all. Private repo — beta. |
| rust-utils | — | Rust | The rig's Rust edge tools — one binary per problem, the working bash cores untouched: gate-run (the push runs inside the verdict, so a pipe can never ship a REVISE), strand (read-only detector for commits stranded by early merges — merge-commit and squash aware), and bead (a SQLite bead queue with token-bound atomic claims and bounded retries). In the private turbo-rig repo. |
| Turbo Brain v2 | — | Python / Shell | The rig's memory plane — an owned context vault: plain markdown in git, served read-only over MCP so a session starts with the context it needs instead of asking for it. Capture is a pure text PUT; schema lint, secret scan, client deny-list and agent-poison tripwires gate what enters, and budget-capped distill waves land as PRs under a protected main. Private repo — v1.2.0. |
| turbo-rig.com | — | — | The product page: the full methodology — why builder ≠ reviewer, the three execution planes (laptop / VPS / Codespaces), and the eight-station loop that ends in a human merge. |
| Deep-dive | — | — | Technical walkthrough with 11 SVG diagrams — triangle, spine, planes, and loop, section by section. |
| Deep-dive 3D | — | — | The same architecture as an explorable 3D scene — the loop, the triangle, the gate, the data gravity well, the planes, and the automation ring. |
| Tool | Stars | Lang | Purpose |
|---|---|---|---|
| turbo-flow |  |
Shell / Python | A developer tool — the rules layer for AI-written code (rig-lite): a fail-closed cross-model review gate, a written constitution, git-versioned memory, worktree isolation, secrets. Any harness, any repo. v1–4 were the agentic dev environment — 215+ MCP tools via Ruflo v3.5 by ruvnet. Site: turboflow.online |
| turbo-flow-wizard |  |
Shell | Guided 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. |
| turbo-brain-v2 | — | Python / Shell | Owned knowledge vault for the agent stack — plain markdown in git, served read-only over MCP (brain_search, brain_context, brain_verify) to Claude Code, Cowork and Turbo Rig. Daily no-model triage, weekly budget-capped distill, monthly sweeps; every fact carries provenance citations agents can re-verify. Private repo — v1.2.0. |
 |
 |
|---|---|
| turbo-flow — real install, real tmux workspace, real claude launch | turbo-flow-wizard — interactive CLAUDE.md generator |
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|---|
| loopgen — agentic loops for Claude Code: wizard, TOML, bash export |
Not just infrastructure — I ship complete products. Ancuria is a real-estate intelligence SaaS I built and operate in production for the Mexican market: subscription billing with Mexican payments end-to-end (card, SPEI, and cash via Conekta, plus CFDI invoicing), multi-tenant team management with role-based access control, a three-level AI assistant that drafts listings in Spanish and English and answers client chats, RADAR — four financial calculators over 45+ daily market indicators — and a CRM that fills itself while agents sell. Bilingual (ES/EN), installable PWA, dark mode, web push. Free tier with unlimited listings; paid plans $249–$699 MXN/month.
| Tool | Stars | Lang | Purpose |
|---|---|---|---|
| ancuria.com | — | — | The live product — registrations, listings, AI assistant, RADAR quotes, and payments in production. Private codebase — 399 merged PRs as of Sept 2026. |
| Deep-dive | — | — | Technical walkthrough: publish once → the agent network → AI descriptions → RADAR quotes → close. |
| Deep-dive 3D | — | — | The platform as an explorable 3D scene. |
| ChatGPT plugin | — | — | Ancuria's MCP tools, published in the ChatGPT plugin directory — property and market data answered inside ChatGPT. |
Ancuria — a brand-new user on the live product: login, listing detail, Market Intelligence, the RADAR payment-plan quoter, plans
Next.js 16 · React 19 · Prisma · PostgreSQL · Conekta · Banxico
| 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. |
netrain — live packet monitor with threat detection
 |
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|---|---|
| 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.
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 |
| moor · live demo | Desired-state control plane for docker-compose — OBSERVE → DIFF → PLAN → ACT drift detection with real auto-remediation against the live Docker Engine API |
| cloudtrim · live demo | 22-rule AWS cost-waste audit & remediation engine — read-only scan, verified fixes, and CUR-reconciled savings reporting demoed against a pinned AWS API emulator |
7 crates on crates.io — download counts below update automatically.
| 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 |
| Crate | Downloads | Purpose |
|---|---|---|
| cargocrypt |  |
Zero-config cryptographic operations for Rust projects |
| secretscan |  |
Blazing-fast secret scanner for codebases -- AWS keys, GitHub tokens, API secrets |
| 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 |
| Crate | Downloads | Purpose |
|---|---|---|
| loopgen |  |
Agentic loops for Claude Code — wizard, TOML configs, bash export, LOOP_STATUS protocol |
- adventurewavelabs.space — Adventure Wave Labs: the research lab behind Turbo Flow and Turbo Rig, with its labs, initiatives, and repos
- turboflow.online — Turbo Flow: the developer tool / rules layer for AI-written code (open source, bilingual EN/ES)
- turbo-rig.com — Turbo Rig: the DevOps tool for AI coding agents — cross-model review gate, fail-closed verdicts, human-held merges
- agenticplatformengineering.com — the practice of running agentic platforms in production: sense-think-act loop, golden paths, agent-native IDP
- adventureonthewave.com — consulting: paid agentic AI & platform engineering sessions
- creandotumatrix.com — LATAM affiliate: AI governance and production operation, en español
- ancuria.mx — the intelligent real-estate network for Puerto Vallarta and Riviera Nayarit: listings, MLS comparison, and city rental market data
Technical reviewer for Packt Publishing since 2021 — seven titles, two credited in print. Most recent: Operational AI with Docker (2026), Microsoft Foundry in Action (2026), Claude Beyond the Prompt (Oct 2026, credited), and Loop Engineering with Claude Code (2026).
Full list → packt-technical-reviews
| Signal | What it measures | What it does not prove |
|---|---|---|
| Stars | Attention | Installs, retention, or production use |
| Crate downloads | Install events | Unique users — CI runs and reinstalls are counted |
| Demo GIFs | A real run of the workload shown | Anything beyond that workload |
| Private repo — beta badges | Honest current status | Shipping software, yet |
Every demo GIF on this page is a recording of a real run — the turbo-flow install, the netrain packet log, the Ancuria user tour — not a mockup. Star and download counts are live shields, not curated claims. Repo links and the pinned set verified against the GitHub API October 26, 2026 UTC.
| 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 · marcuspatman.space · X @marcuspat · YouTube @marcuspatmanagentics