Spec2TestAI: Stop Defects Before They Reach Production with Missy Trumpler

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: https://testguild.me/spec2testdemo

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: https://testguild.me/podag26

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Testing AI: Engineering Confidence in Non-Deterministic Systems with Jason Arbon

Testing AI: Engineering Confidence in Non-Deterministic Systems with Jason Arbon

In this episode 600 of the TestGuild Automation Podcast, Joe Colantonio talks with Jason Arbon, founder of Testers.ai, Jank.AI and IcebergQA and author of the new book Testing AI: Engineering Confiden...

12 Elo 53min

Playwright With AI: How to Automate Tests Without Shipping AI Slop with Andrew Knight

Playwright With AI: How to Automate Tests Without Shipping AI Slop with Andrew Knight

Your developers just got supercharged by AI coding agents. Your test coverage did not. So how do you keep quality high when product code is shipping faster than any test team can follow? In this episo...

4 Elo 38min

Test Automation Won't Save Your QA Career, but These Skills Will with Keith Klain

Test Automation Won't Save Your QA Career, but These Skills Will with Keith Klain

Keith Klain has spent 25+ years leading enterprise quality programs in financial services and is one of the testing industry's most respected voices. In this episode, he joins Joe to discuss his Brows...

28 Heinä 45min

AI Testing Strategy: Stop Being a Cost Center, Start Protecting Revenue with Nandini Srinivasan

AI Testing Strategy: Stop Being a Cost Center, Start Protecting Revenue with Nandini Srinivasan

Nandini Srinivasan has spent 25 years in the quality industry and leads a global QA organization of over 150 engineers across the US, Canada, India, and Pakistan. In this episode, she breaks down exac...

22 Heinä 36min

How to Move from Prompt Engineering to Harness Engineering in Testing with Matt Wynne

How to Move from Prompt Engineering to Harness Engineering in Testing with Matt Wynne

Matt Wynne, co-creator of Cucumber and BDD practitioner, joins Joe for the first time in over a decade to talk about what two years inside a Silicon Valley AI startup taught him about the future of so...

14 Heinä 39min

Agentic Engineering for Testers: How to Automate Your Way to the Top with Amit Rawat

Agentic Engineering for Testers: How to Automate Your Way to the Top with Amit Rawat

Amit Rawat is an agentic engineer who spent two decades in QA before shifting fully into building AI agents. He's the creator of PromptWright, a desktop tool that turns natural language prompts into a...

7 Heinä 43min

How to Test Any API Without Documentation with Liudas Jankauskas

How to Test Any API Without Documentation with Liudas Jankauskas

Most API testing stops at the happy path. The problem is that the bugs that actually hurt you in production are sitting in everything many testers skip, like the boundary values, the oversized payload...

30 Kesä 23min

Your AI Code Review Is Lying to You (Here's the Fix) with Evan Marshall

Your AI Code Review Is Lying to You (Here's the Fix) with Evan Marshall

Your AI code review tools read the diff. They stare at your code. But they never actually run it. So the bugs that only show up at runtime, the broken user flows, the bad query plan, the duplicate sub...

23 Kesä 36min

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