Engineering notes

Writing on backend systems, correctness, reliability and applied AI engineering.

5 min read

Deterministic rules on top of changing data

Why a system that computes from rules and then recommends from live data should keep those two steps apart, and how that changes persistence and testing.

Topics: system design, correctness, testing

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