Spec2TestAI: Stop Defects Before They Reach Production with Missy Trumpler

Most teams find defects after the damage is done — during regression, late-stage testing, or production incidents. That's expensive, stressful, and completely avoidable. Try Spec2Test AI now: In this episode, Joe Colantonio sits down with Missy Trumpler, CEO of AgileAILabs, to explore how Spec2TestAI helps teams prevent defects before code ships by applying AI directly to requirements. You'll learn: Why traditional test automation still misses critical risk How predictive, requirements-based AI testing works in practice What "shift-left" actually looks like beyond the buzzword How to reduce escaped defects without writing more tests Why secure, explainable AI matters for QA and enterprise teams This conversation is especially valuable for software testers, automation engineers, and QA leaders who want earlier visibility into risk, faster feedback, and higher confidence releases. Don't miss Automation Guild 2026 - Register Now:

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Spec2TestAI: Stop Defects Before They Reach Production with Missy Trumpler is an episode from TestTalks | Automation Awesomeness | Helping YOU Succeed with Test Automation by Joe Colantonio.

This episode is 34:54 long.

This episode was published on Jan 27, 2026.

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