{"repo":"aryaminus/controlkeel","free":true,"listed":false,"github":"https://github.com/aryaminus/controlkeel","clone":"git clone https://github.com/aryaminus/controlkeel.git","description":"Agent control plane for governed AI coding: validate changes, enforce policy gates, track findings, proofs, and evals based on your habits.","language":"Elixir","stars":11,"topics":["agents","ai-governance","code-review","compliance","devsecops","elixir","llm","mcp","model-context-protocol","phoenix"],"license":null,"category":"ai-agents","readme_excerpt":"ControlKeel Turn the way your team works into enforceable memory for AI agents. - @arya minus ControlKeel is an agent control plane for day-to-day governed engineering. Through observation, findings and evaluation, it learns your intent rules, review taste and delivery habits, turning them into typed memory, policy checks and proof bundles. CK sits between your coding agents and production as a portable \"company brain\": comparing intended delivery against actual delivery and turning raw agent intent into policy-validated tasks. If you're using an AI agent today, you probably have an .md telling it how to behave. But a rules/specs file is just a promise made to the model. ControlKeel enforces the output. Beyond just catching bugs, CK solves the \"Unknown Unknowns\" problem: having to re-explain your domain knowledge in every single session. Product loop 1. Capture intent and policy — scope, risk, budget, domain pack, and human taste become CK state. 2. Validate agent output — deterministic checks and optional advisory review produce findings before risky work reaches main. 3. Gate only when needed — humans approve high-impact actions when intent, risk, or policy requires it. 4. Persist evidence — findings, reviews, proofs, memory, cost, and task outcomes survive host switches. 5. Improve with evals — traces and recurring failures become bounded regression evidence for specific suites and subjects. The operating rule is simple: spend tokens on discovery, not rediscovery. Recurrin","default_branch":null,"files":null,"tree":[],"storefront":"/r/aryaminus","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/aryaminus/controlkeel/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}