We build open-source developer tooling for the Claude and agentic AI ecosystem.
Founded by the creator of turbo-flow — an autonomous multi-agent dev environment built to let one engineer operate like a full team.
Adventure Wave Labs (AWL) is the open-source lab behind Turbo-Flow and its supporting toolchain — CLIs, agentic loop runners, and code-intelligence engines that let a single engineer operate a full agentic development workflow on top of Claude Code. Everything here is Rust-first, MCP-native, and built to run in real terminals against real codebases — not demos.
Autonomous agents and reliability tooling for Ansible-driven infrastructure. These projects sit between your CI/CD pipeline and your fleet — they watch, diagnose, and heal routine failures without human intervention.
ansible-heal-agent heals 3 seeded failures (stale hostname, removed apt_key, undefined nginx_port) and lands 3 conventional commits in 7 seconds.
| Repo | Lang | What it does |
|---|---|---|
| ansible-heal-agent | Python | Autonomous agent that scans Ansible logs, diagnoses routine failures (stale hostname, removed module, undefined variable), patches the playbook / inventory / vars, commits via conventional commits, and re-runs the pipeline. LLM-first (GLM-4-Plus via z-ai-web-dev-sdk) with a deterministic rule-based fallback, YAML validation before write, and a full Markdown transcript for human audit. make demo heals a broken baseline end-to-end in about 7 seconds. |
| Repo | Lang | What it does |
|---|---|---|
| loopgen-rs | Rust | Agentic loop runner for Claude Code — compiles a goal into a structured harness and drives claude -p around a PLAN → ACT → VERIFY → REPORT cycle until a parsed LOOP_STATUS contract trips: DONE (optionally gated on a real verify command), BLOCKED, or a hard --max iteration cap |
| secret-scan | Rust | Regex-based secret scanner for CI pipelines |
| codescope | Rust | Single-binary code intelligence engine for AI coding agents — tree-sitter, MCP, CLI |
| preflight-integration-tester | Python | Pre-deploy integration test harness |
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|---|---|
| loopgen-rs — agentic loop runner | codescope — code intelligence for agents |
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| secret-scan — CI secret scanner | preflight-integration-tester — AI readiness diagnostic |
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 |
What is Adventure Wave Labs? An open-source lab building developer tooling for the Claude and agentic AI ecosystem — CLIs, agentic loop runners, and code-intelligence tools used alongside Claude Code.
What is Turbo-Flow? Turbo-Flow is AWL founder Marcus Patman's agentic development environment — 215+ MCP tools, cross-session memory, and per-agent git-worktree isolation, bootstrapped with one command on DevPod, Codespaces, or Rackspace Spot. See [mmarcuspat/turbo-flow.
Is this tooling used in production?
The toolchain is dogfooded daily inside Turbo-Flow, and most repos have their own CI (see each repo's Actions badge). preflight-integration-tester is explicitly marked pre-alpha in its own README — it's a real, working tool, just not yet positioned as a production dependency for outside teams.
Rust · Shell · Python · Claude Code · MCP · Kubernetes · Terraform
Founder-published crates on crates.io:
Built & Presented by Adventure Wave Labs
Built by Marcus Patman — Principal Agentic Engineer LATAM AI solutions at creandotumatrix-labs
📧 marcus@adventureonthewave.com · adventurewavelabs.space · LinkedIn · X @marcuspat · YouTube