Field Note archive

Field Notes

Field notes from building, testing, comparing, breaking, and improving AI systems and web platforms.

4entries

Jun 30, 2026latest

Modeling content for AI + humans

CategoryCMS Architecture

ExcerptSchema choices that keep both editors and models happy.

Read time7 min

LevelIntermediate

CategoryUI/UX

ExcerptHow to show uncertainty without scaring users.

Read time6 min

LevelBeginner

CategoryRAG & Agents

ExcerptCheap stop conditions that beat clever planning.

Read time5 min

LevelIntermediate

CategoryRAG & Agents

ExcerptA walk through the failure modes I kept hitting — and the chunking + eval changes that fixed them.

Read time8 min