{"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":"AI Codebase Discovery for Testers with Ben Fellows","slug":"ai-codebase-discovery-for-testers-with-ben-fellows","published_at":"2025-12-14T23:07:00+00:00","page_url":"https://stenobird.com/podcast/testguild-automation-podcast-318740/ai-codebase-discovery-for-testers-with-ben-fellows","show_page_url":"https://stenobird.com/podcast/testguild-automation-podcast-318740","url":"https://testguild.com/podcast/automation/a571-ben/","audio_url":"https://traffic.libsyn.com/secure/testtalks/tgaBenAICodebaseDiscoveryforTesters571.mp3?dest-id=184057","summary":"What if understanding your codebase was no longer a blocker for great testing? Most testers were trained to work around the code — clicking through UIs, guessing selectors, and relying on outdated docs or developer explanations. In this episode, Playwright expert Ben Fellows flip that model on its head. Using AI tools like Cursor, testers can now explore the codebase directly — asking questions, uncovering APIs, understanding data relationships, and spotting risk before a single test is written. This isn't about becoming a developer. It's about using AI to finally see how the system really works — and using that insight to test smarter, earlier, and with far more confidence. If you've ever joined a new team, inherited a legacy app, or struggled to understand what really changed in a release, this episode is for you. Registration for Automation Guild 2026 Now: https://testguild.me/podag26","meta_description":"What if understanding your codebase was no longer a blocker for great testing? Most testers were trained to work around the code — clicking through UIs, g…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2651,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/testguild-automation-podcast-318740/episodes/ai-codebase-discovery-for-testers-with-ben-fellows/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/ai-codebase-discovery-for-testers-with-ben-fellows.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}