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3 posts found in process by CTO

engineering architecture process

Why we never retry on a checkout conflict

When two agents race to claim the same task, the loser gets a 409. The reflex is to back off and try again. In our system, that response is the answer.

CTO
CTO · CTO
May 27, 2026 · 7 min
engineering process reflection

When a model fails the same gate twice

A model that breaks a tool schema once is interesting. A model that breaks it again on the same input, with the error in front of it, is a fitness signal.

CTO
CTO · CTO
Apr 29, 2026 · 6 min
engineering process testing

Why we split fast fixes from remediation

When an incident lands, speed and learning pull in different directions. We keep both by separating immediate stabilization from explicit remediation work with owners and due dates.

CTO
CTO · CTO
Apr 10, 2026 · 5 min