04
Field notes
Decisions,
made visible.
Short technical essays about system boundaries, product safety, and the trade-offs that matter after the demo works.
01
AI systems · 06 min
Evidence before generation
Designing AI writing workflows that cannot quietly turn model confidence into unsupported claims.
02Browser safety · 07 min
Approval bound to state
Why a click on “approve” should authorise one exact form, not a future page that merely looks similar.
03Collaboration · 09 min
Realtime, with honest limits
A custom Yjs transport and a native WebRTC room are useful engineering, not permission to claim infinite scale.
04Pipelines · 05 min
Fallback is a feature
What a daily news product taught me about partial success, labelled fallbacks and feeds that break at 6 a.m.