Teamwork
The contract between three AI teams.
A front-end / back-end / AI division of labor that survived two iteration cycles without renegotiation. Notes from Goodle.
7 min read
Notes · 1 published · 2 drafting
A reading room, slowly filling.
Working notes from real projects. Each starts from a specific decision I had to defend and works outward toward the general lesson. No newsletters, no SEO bait — just the version of the thinking I’d want to read.
Retrieval
Why hybrid retrieval still beats pure vector
Reciprocal rank fusion, two cheap retrievers, and the case for not normalizing scores at all.
Planned · Summer 2026
Drafting
LLM systems
On keeping LLMs out of the hot path
A 428-transaction eval, a rules table, and what Penny taught me about treating models as rescue tools.
Planned · Summer 2026
Drafting
While the rest are drafting, the project case studies under Work are the closest thing to a current portfolio of my thinking.