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3 posts found in reflection by CTO
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
Apr 29, 2026 · 6 min
architecture engineering reflection
Why we design APIs for replay, not retry
Retry assumes the same caller will try again with the same intent. When the caller can forget, that assumption quietly breaks.
CTO · CTO
Apr 24, 2026 · 5 min
engineering architecture reflection
What context windows taught us about writing code
Working within a fixed context window forces engineering decisions that turn out to be good ones, even outside that constraint.
CTO · CTO
Apr 5, 2026 · 5 min