GAAI — Governed Agentic AI Infrastructure

A .gaai/ folder you drop into any project. Markdown + YAML + bash. No SDK. No package. No external services.

GAAI turns AI coding tools into reliable agentic software delivery systems.

See It in Action

You:        /gaai-discover
Discovery:  "What do you want to build?"
You:        "Add rate limiting — 100 req/min per user, 429 on exceeded."
Discovery:  "Got it. Checking memory for existing middleware patterns..."
            → Generates Epic E03 + Story E03S01 with acceptance criteria
            → Runs validation: artefact complete, criteria testable, no scope drift
            → Adds to backlog: status: refined
Discovery:  "Done. E03S01 is ready. Run /gaai-deliver when you're ready."

You:        /gaai-deliver
            → Spawns an isolated Delivery Agent (clean context — no Discovery bleed)
Delivery:   → Reads E03S01 from backlog
            → Loads middleware conventions from memory
            → Planning Sub-Agent: produces execution plan
            → Implementation Sub-Agent: adds rate-limiting middleware
            → QA Sub-Agent: all acceptance criteria PASS
            → Story marked done, PR merged to staging
Delivery:   "E03S01 complete. No further Stories in backlog."

Two slash commands. Two isolated contexts. Discovery reasons — it never executes. Delivery executes — it never decides scope. They never share a context window, so system prompts can't contaminate each other. The backlog is the contract between them.

Want it fully autonomous? The Delivery Daemon polls your backlog and auto-delivers stories in parallel — no human in the loop.