Vibe coding is fast, but production handoff is fragile. Conservatory is a review-first AI Agent built with OpenAI & Codex ChatGPT-6 Astra that audits web apps for Supabase RLS leaks, WCAG & AEO, and generates safe GitHub Draft PRs—keeping humans in 100% control.
Prelude by Symphony is an open-source, terminal-first CLI for AI search readiness. Audit any webpage for AEO/GEO structure, then trace what OpenAI web search opens, cites, and misses for real discovery queries.
