Insights

Field notes from production.

Written by the team that ships the work. No predictions. No hot takes. Just the patterns we keep seeing on the inside of real AI rollouts.

2026 · 03 · 12Why most AI pilots stall at month four.FIELD NOTES→ 2026 · 02 · 28Evals are the only product feature that compounds.ENGINEERING→ 2026 · 02 · 11The integration tax: the work nobody scopes.FIELD NOTES→ 2026 · 01 · 24A monthly business review that fits on one slide.OPERATIONS→ 2026 · 01 · 09When an agent is the right answer, and when it is not.ARCHITECTURE→ 2025 · 12 · 18The retrieval mistake we keep making in our first sprint.ENGINEERING→