abdelrahmaan

groundwork

Use for any FastAPI, Pydantic, LangChain/LangGraph, RAG, SSE streaming, OpenAPI, Next.js, Flutter or Arabic/RTL work — including one change to an existing production service ("add a streaming endpoint to our FastAPI service", "add an endpoint", "add RAG over our documents", "review this code") as well as a new product ("new project", "scaffold", "MVP", "which stack should I use", "build the frontend", "Flutter app"). Also uv, Deep Agents, hybrid RAG, Qdrant, pgvector, vLLM, middleware, TanStack, shadcn, Riverpod, and spec workflows (GitHub Spec Kit, OpenSpec, Superpowers). Use it even if it is not named, and even when the request looks answerable without it.