Notes

Occasional writing on things I have built or figured out the hard way.

2026

Building It in Production: System Architecture for High-Precision Legal Retrieval
May 19, 2026

Structure-First Retrieval: The Legal Case
May 10, 2026

Why Hybrid Retrieval Fails on Legal Corpora
April 19, 2026

What Hard Negative Mining Actually Means in Practice
March 15, 2026