Writing

Field notes

Longer-form pieces on building with models, designing for operators, and keeping quality measurable as products evolve.

Apr 12, 20266 min read

Shipping with model uncertainty

How to structure releases when outputs are non-deterministic and stakeholders still need guarantees.

Feb 2, 20264 min read

Minimal interfaces for dense information—patterns that keep operators in flow during incidents.

Nov 18, 20255 min read

Why evaluation dashboards belong next to feature work—not buried in a research folder.