Engineering writing on AI agents, retrieval systems, and Angular. Also on Medium.
A hybrid-retrieval contract-intelligence pipeline with zero cloud dependencies — and the three real bugs (preamble-dropping chunker, cross-process persistence, SVD dimension drift) that the benchmark surfaced along the way.