Production-deployable instruction-to-deployment backend. Takes a natural language prompt and pushes a live website to GitHub Pages autonomously. 1. Hybrid RAG pipeline combining Cohere dense retrieval with BM25 sparse search, fused via Reciprocal Rank Fusion for context retrieval 2. Anthropic Tool Use generates schema-validated code via structured output constraints 3. GitHub App deployer pushes live sites using short-lived installation tokens. Zero manual deployment steps. 4. FastAPI and Celery orchestrate async task execution. Redis Pub/Sub streams live logs over WebSocket to a React and TypeScript dashboard. 5. Full observability via Prometheus, Grafana, and OpenTelemetry across the async worker pipeline