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When AI Fixes a Test, How Do We Know It Fixed the Right Thing?

While exploring AI-assisted testing, I started thinking more about what actually happens when a test breaks. Tools like mabl, Testim, and Functioniz…

testmaintenanceselfhealingtestssoftwarequalityqualityengineering
Dev.to Sep 1, 2026, 14:25 UTC
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We Automated RCAs. The Real Value Was the Big Picture.

We Made Bug Tickets Write Their Own Root Cause Analysis. The Value Wasn't the RCAs — It Was What They Became in Aggregate. 🚀 Every bugfix now ships…

technicaldebtsoftwareobservabilityarchitecturesoftwarequality
Dev.to Aug 14, 2026, 05:00 UTC
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The Saff Squeeze

From time to time, we encounter bugs in the software systems that we work on. That’s part of the life as a software developer. Often, we don’t know…

testingtddsoftwarequalitysoftwaredesign
Dev.to Jun 10, 2026, 19:22 UTC

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