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Zero-Cost Refactor Safety: AI Tests on a Free Server

This story is from 2026-09-01. It is preserved in the archive; the latest stories are on the live feed.

Zero-Cost Refactor Safety: AI Tests on a Free Server Refactoring without characterization tests is gambling. Human-written tests miss edge cases. AI-generated tests cover more ground. But they consume tokens. Free quotas make this affordable. Here is a repeatable workflow. It uses free model access…

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  1. 2026-09-01 13:26 · DEV Community — AI
    Zero-Cost Refactor Safety: AI Tests on a Free Server

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