Writing

Practical guides on AI engineering, agentic systems, and the intersection of finance and technology.

Exploring Agentic Search Over SEC Filings — What Worked and What Didn't

I’ve been exploring how agentic AI changes the way we search financial documents. I built a system that searches 4,575 SEC 10-K filing chunks using three different approaches — naive vector search, hybrid search, and agentic search. Some of it...

12 Apr 2026