Writing
Notes I write while building: RAG, system design, and full-stack craft.
How I wired Qdrant, Jina embeddings, and Gemini together, and the retrieval and prompting tricks that kept answers grounded in the source articles.
Token-by-token streaming makes a chatbot feel alive. A practical look at backpressure, reconnection, and cleaning up half-finished streams.
Pagination, indexing, and the small schema decisions that keep a Mongo-backed API fast as data grows. Lessons from my AI note-taking app.