Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.

Handle LLM output variance for ruby_llm — retry on malformed JSON or rule violations, escalate to a smarter model, measure variance on datasets, gate CI on regressions.