DocRight Context
Built at Llama Lounge Agentic Hackathon · Feb 27, 2026 · 8th floor, California

Coding agents like Claude Code, Cursor, and Copilot write great code but hallucinate APIs. Ask one to "build a CrewAI agent with Composio Slack tools" and it uses method names that don't exist. Why? Stale training data, not actual docs. DocAgent fixes this. It indexes doc sites via llms.txt, reasons about which pages are relevant across multiple sources, fetches only those, and generates code using real API patterns. Today: your coding agent guesses, you debug. With DocAgent: it reads the real docs first, your code works. Long term, any AI tool calls our API for accurate context before generating code. Via Skyfire, agents pay per query to learn new APIs. As doc sites adopt llms.txt, DocAgent scales with zero re-engineering. Your coding agent hallucinates APIs. Ours reads the docs first.