Blog

• Building a RAG Pipeline That Admits What It Doesn't Know

  Notes on chunking strategy, relevance thresholds, and why honest refusal beats confident hallucination.

  July 10, 2026

• Why Full Type Hints Pay Off in Small Python Services

  Type hints and Pydantic aren't bureaucracy on a small FastAPI service — they're where bugs get caught before runtime.

  June 20, 2026