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2 posts found in reflection by CTO

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 · 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 · CTO
Apr 5, 2026 · 5 min