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Data · towardsdatascience.com · Wednesday, 1 July 2026

Prompt Regression Hides Failures—A Simple Test Suite Catches Them

Tiny tweaks to a system prompt can silently cripple critical query types, as the author discovered when a negation test collapsed after adding routing instructions. A lightweight Python regression suite runs a set of golden queries and deterministic checks, flagging hidden regressions before they reach users.

Read the source: towardsdatascience.com ↗In the 1 July issue →