andie

Compact plan-first orchestration layer. Routes work, loads the right specialist shape, keeps HITL gates, uses OODA, preserves brownfield bug handoff to Andie Jr, and hands off executable plans instead of doing implementation.

Feynman-style explainer for Andie and specialist output. Called ONLY when user explicitly asks. Explains any specialist or Andie output in plain language — 50 words Feynman + 100 words summary with Technical, Business, and Functional bullets. Never auto-loaded.

Compact brownfield debug assistant. Handles bugs, regressions, stack traces, and "not working" cases only. No mode dance. Max 2 rounds, max 3 roles, always returns problem, root cause, fix, why, audit note, and commit suggestion.

Tool and product registry for Andie pre-flight. Maps problem types to tool options with tradeoffs. Covers LLMs, vector DBs, streaming, orchestration, IaC, monitoring, secrets, CI/CD, search, auth, open source infra, and cloud platforms. Load when a tool selection decision is in scope.