{"podcast":{"title":"TestGuild Automation Podcast","slug":"testguild-automation-podcast-318740","podcast_index_feed_id":318740,"rss_url":"https://testtalks.libsyn.com/rss","website_url":"https://testguild.com","image_url":"https://static.libsyn.com/p/assets/3/6/d/c/36dc54ea8c1f40d1d959afa2a1bf1c87/New_2023_Podcast_Covers_5.png","author":"Joe Colantonio","episode_count":596,"summary":"TestGuild Automation Podcast (formally Test Talks) is a weekly podcast hosted by Joe Colantonio, which geeks out on all things software test automation. TestGuild Automation covers news found in the testing space, reviews books about automation, and speaks with some of the thought leaders in the test automation field. We'll aim to interview some of today's most successful and inspiring software engineers, and test automation thought leaders.","last_synced_at":"2026-06-10T06:17:49.038208+00:00","page_url":"https://stenobird.com/podcast/testguild-automation-podcast-318740"},"episode":{"title":"Spec2TestAI: Stop Defects Before They Reach Production with Missy Trumpler","slug":"spec2testai-stop-defects-before-they-reach-production-with-missy-trumpler","published_at":"2026-01-27T22:12:00+00:00","page_url":"https://stenobird.com/podcast/testguild-automation-podcast-318740/spec2testai-stop-defects-before-they-reach-production-with-missy-trumpler","show_page_url":"https://stenobird.com/podcast/testguild-automation-podcast-318740","url":"https://app.testguild.com/podcast/a576-missy/","audio_url":"https://traffic.libsyn.com/secure/testtalks/tgaMissySpec2TestAI_StopDefectsBeforeTheyReachProduction576.mp3?dest-id=184057","summary":"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","meta_description":"Most teams find defects after the damage is done — during regression, late-stage testing, or production incidents. That's expensive, stressful, and comple…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2094,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/testguild-automation-podcast-318740/episodes/spec2testai-stop-defects-before-they-reach-production-with-missy-trumpler/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/testguild-automation-podcast-318740/spec2testai-stop-defects-before-they-reach-production-with-missy-trumpler.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}