{"podcast":{"title":"Practical AI","slug":"practical-ai","podcast_index_feed_id":444526,"rss_url":"https://feeds.transistor.fm/practical-ai-machine-learning-data-science-llm","website_url":"https://practicalai.fm","image_url":"https://img.transistorcdn.com/WMlp2ug34XB6LDJ3-vnzti_-_y144LUlFW0Xzzn3fss/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8wMTZi/ZWJmNWIwNDdmYTcw/NGJjMTExZjNjZmYy/M2ZjNS5wbmc.jpg","author":"Practical AI LLC","episode_count":357,"summary":"Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more). The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!","last_synced_at":null,"page_url":"https://stenobird.com/podcast/practical-ai"},"episode":{"title":"Humility in the Age of Agentic Coding","slug":"humility-in-the-age-of-agentic-coding","published_at":"2026-03-17T14:29:29+00:00","page_url":"https://stenobird.com/podcast/practical-ai/humility-in-the-age-of-agentic-coding","show_page_url":"https://stenobird.com/podcast/practical-ai","url":"https://share.transistor.fm/s/7e1ca2c8","audio_url":"https://pscrb.fm/rss/p/dts.podtrac.com/redirect.mp3/media.transistor.fm/7e1ca2c8/3ade85d6.mp3","summary":"Software engineer Steve Klabnik shares his transition from AI skeptic to active experimenter using agentic tools. He discusses building the Rue programming language and the tension between rapid development velocity and maintaining code quality.","meta_description":"Explore the impact of agentic coding on software engineering with Steve Klabnik, discussing the Rue language and the future of developer productivity.","key_points":["Main idea: AI agents act as a powerful force multiplier for individual developers, enabling rapid prototyping of complex projects like Rue","Failure mode: The temptation of high velocity can lead to 'blind merging,' where developers bypass thorough code reviews, risking long-term technical debt","Practical takeaway: AI tools are most effective at overcoming the 'blank page' problem, transforming the developer's role from writer to editor","Main idea: Increased developer productivity does not necessarily lead to fewer jobs, but rather an infinite expansion of the possible backlog","Critical challenge: The industry must find a way to implement automated validation and trust mechanisms to maintain software quality in an era of agentic acceleration"],"chapters":[{"start_ms":60000,"title":"Introduction","summary":"Hosts introduce guest Steve Klabnik and discuss his background in the Rust ecosystem."},{"start_ms":300000,"title":"From Skeptic to Experimenter","summary":"Steve discusses his evolving perspective on AI and how his views shifted through hands-on use."},{"start_ms":805000,"title":"Overcoming the Blank Page","summary":"The utility of AI in generating initial drafts and the shift from writing to editing."},{"start_ms":1570000,"title":"The Future of Engineering Teams","summary":"A debate on whether AI-driven productivity will lead to industry layoffs or expanded project scopes."},{"start_ms":2075000,"title":"Building Rue with Agents","summary":"Insights into the development of the Rue programming language using Claude and agentic workflows."},{"start_ms":2820000,"title":"The Quality vs. Velocity Dilemma","summary":"The danger of losing oversight when AI tools allow for high-frequency, low-scrutiny code commits."},{"start_ms":3065000,"title":"Closing Thoughts","summary":"Reflections on the future of software development and the need for trust in automated tools."}],"topics":["Agentic Coding","Software Engineering","Rust Programming Language","AI Productivity","Code Quality","Programming Language Design","Claude AI","Developer Workflow"],"duration_seconds":3326,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/practical-ai/episodes/humility-in-the-age-of-agentic-coding/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/practical-ai/humility-in-the-age-of-agentic-coding.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}