Two modes, one binary — a fleet orchestrator that clones repos and ships PRs via Claude Code, OR a drop-in OpenAI-compatible chat completion endpoint for customized Claude agents with real-time token-by-token thinking + tool-call streaming. LibreChat/OpenWebUI/LiteLLM-ready. Helm + KEDA + OTEL.
Turn documents (PDF, EPUB, Office) into LLM-ready Markdown where every chart, diagram and figure is described, not dropped. Mistral-OCR-compatible API, self-hosted & air-gappable.
