{"podcast":{"title":"Rethink Your Understanding","slug":"rethink-your-understanding-7088790","podcast_index_feed_id":7088790,"rss_url":"https://media.rss.com/rethink-your-understanding/feed.xml","website_url":"https://rss.com/podcasts/rethink-your-understanding","image_url":"https://media.rss.com/rethink-your-understanding/20241108_101114_711ce12c3bae42a16e7985586219441c.jpg","author":"Phil Clark","episode_count":64,"summary":"Rethink Your Understanding: AI-Driven Insights on Digital Transformation & Software Delivery Welcome to Rethink Your Understanding , an AI-powered podcast where cutting-edge technology meets expert insights on digital transformation. We use AI to bring my articles and blog posts from rethinkyourunderstanding.com and Medium ( https://medium.com/@rethinkyourunderstanding ) to life, transforming written content into immersive audio episodes. Each AI-presented episode provides a \"Deep Dive\" into strategies, lessons, and the impact of leadership in Agile, Lean, DevOps, Value Stream Management, and Flow Engineering. Occasionally, we explore software engineering. We present a fresh approach to my articles, delivering key concepts, practical advice, and insights from years in tech leadership. Join us on Rethink Your Understanding —where AI amplifies expert voices to deliver the insights you need to lead your organization’s digital journey. Connect with me on LinkedIn","last_synced_at":null,"page_url":"https://stenobird.com/podcast/rethink-your-understanding-7088790"},"episode":{"title":"Smarter Pull Requests: Balancing AI, Automation, and Human Review","slug":"smarter-pull-requests-balancing-ai-automation-and-human-review","published_at":"2025-09-28T21:02:29+00:00","page_url":"https://stenobird.com/podcast/rethink-your-understanding-7088790/smarter-pull-requests-balancing-ai-automation-and-human-review","show_page_url":"https://stenobird.com/podcast/rethink-your-understanding-7088790","url":"https://rss.com/podcasts/rethink-your-understanding/2239826","audio_url":"https://content.rss.com/episodes/299131/2239826/rethink-your-understanding/2025_09_28_21_00_09_a1dbc868-524a-43cb-aa9b-3b1b331cb05f.mp3","summary":"In this episode, our AI hosts dive into Smarter Pull Requests: Balancing AI, Automation, and Human Review , a handbook redefining how teams approach code reviews in the age of AI . The framework shows how to integrate AI and automation responsibly, ensuring speed without sacrificing human judgment on quality, security, and design . We cover rules files , evidence-based PR templates , and AI gate checks with tools like GitHub Copilot and CodeRabbit, all reinforced by CI pipelines. These practices raise the baseline of consistency while letting reviewers focus on architecture and business alignment . We’ll hear how AI reinforces, rather than replaces, human accountability in code review . Link to the article : Smarter Pull Requests: Balancing AI, Automation, and Human Review , originally published September 28, 2025. Connect with me on LinkedIn","meta_description":"In this episode, our AI hosts dive into Smarter Pull Requests: Balancing AI, Automation, and Human Review , a handbook redefining how teams approach code…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1173,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/rethink-your-understanding-7088790/episodes/smarter-pull-requests-balancing-ai-automation-and-human-review/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/rethink-your-understanding-7088790/smarter-pull-requests-balancing-ai-automation-and-human-review.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}