{"id":49534541,"url":"https://github.com/tnilabs/governed-agent-autonomy","last_synced_at":"2026-05-02T09:05:52.367Z","repository":{"id":354573038,"uuid":"1221368573","full_name":"tnilabs/governed-agent-autonomy","owner":"tnilabs","description":"Enterprise Agentic Maturity Model: AMM levels, controls, patterns, and   reference implementations for governed AI agent autonomy.","archived":false,"fork":false,"pushed_at":"2026-05-01T01:07:14.000Z","size":3298,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-01T03:09:35.742Z","etag":null,"topics":["agent","agent-orchestration","agentic-engineering","agentic-framework","agentic-skills","agentic-workflow","agents","ai","ai-agents","ai-tools","autonomous","autonomous-agents","autonomous-systems","enterprise-ai","governance","llm-agents","llms"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tnilabs.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-04-26T05:27:06.000Z","updated_at":"2026-05-01T01:07:19.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/tnilabs/governed-agent-autonomy","commit_stats":null,"previous_names":["tnilabs/agentic-blueprints","tnilabs/governed-agent-autonomy"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/tnilabs/governed-agent-autonomy","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnilabs%2Fgoverned-agent-autonomy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnilabs%2Fgoverned-agent-autonomy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnilabs%2Fgoverned-agent-autonomy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnilabs%2Fgoverned-agent-autonomy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tnilabs","download_url":"https://codeload.github.com/tnilabs/governed-agent-autonomy/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tnilabs%2Fgoverned-agent-autonomy/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32528668,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-02T01:12:54.858Z","status":"online","status_checked_at":"2026-05-02T02:00:05.923Z","response_time":132,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agent","agent-orchestration","agentic-engineering","agentic-framework","agentic-skills","agentic-workflow","agents","ai","ai-agents","ai-tools","autonomous","autonomous-agents","autonomous-systems","enterprise-ai","governance","llm-agents","llms"],"created_at":"2026-05-02T09:05:51.720Z","updated_at":"2026-05-02T09:05:52.356Z","avatar_url":"https://github.com/tnilabs.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# governed-agent-autonomy\n\nAI agents are easy to demo and hard to trust in production. The hard part is\nnot making a model call a tool. The hard part is knowing what the agent is\nallowed to do, what data it can use, who approved risky actions, what evidence\nthe run leaves behind, what happens when it fails, and how you prove the system\ngot safer instead of just faster.\n\nThe **Governed Agent Autonomy Model (GAAM)** gives teams a practical way to\nanswer those questions. \"Governed\" here means the agent's authority is bounded\nby explicit rules, controls, evidence, and recovery paths. It is not paperwork\nfor paperwork's sake. It is how you keep an agent from quietly turning a useful\nworkflow into an expensive incident generator.\n\nUse GAAM to:\n\n- decide how much authority an agent should have right now;\n- see what must be true before moving from drafting, to reading, to acting, to\n  autonomous work;\n- design approval, access, telemetry, rollback, and incident boundaries before\n  they become postmortem material;\n- assess whether a system's maturity claim is backed by evidence or just vibes\n  wearing a lanyard;\n- give developers, security, compliance, and operations the same map for agent\n  production readiness.\n\n## Start Here\n\n- [GAAM](gaam/00-introduction-and-recurring-examples.md) — the full model,\n  levels, controls, assessment method, security analysis, and standards\n  mapping.\n- [GAAM Developer Guide](gaam-developer-guide/README.md) — the same model in a shorter,\n  developer-friendly form.\n- [Examples](https://github.com/tnilabs/governed-agent-autonomy/tree/main/examples) —\n  a runnable support-ops implementation that walks the same workload through\n  GAAM Levels 1-10 across multiple agent frameworks.\n- [Skills](https://github.com/tnilabs/governed-agent-autonomy-skills) —\n  companion coding-agent skills for assessing, designing, implementing, and\n  reviewing governed agent systems.\n\n## License\n\nCode, executable examples, tests, build scripts, package metadata, schemas, and\nmachine-readable contracts are licensed under Apache License 2.0. Documentation\nand GAAM framework material are licensed under CC BY 4.0. See [LICENSE](LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftnilabs%2Fgoverned-agent-autonomy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftnilabs%2Fgoverned-agent-autonomy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftnilabs%2Fgoverned-agent-autonomy/lists"}