{"podcast":{"title":"Beyond Coding","slug":"beyond-coding-4008849","podcast_index_feed_id":4008849,"rss_url":"https://anchor.fm/s/5bb57eac/podcast/rss","website_url":"https://youtube.com/@beyondcoding","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/15286211/15286211-1783929849661-8f9c7578a34b2.jpg","author":"Patrick Akil","episode_count":260,"summary":"For software engineers ready to level up. Learn from CTOs, principal engineers, and tech leaders about the skills beyond coding: from technical mastery to product thinking and career growth. Created by Patrick Akil","last_synced_at":"2026-07-23T02:20:33.013268+00:00","page_url":"https://stenobird.com/podcast/beyond-coding-4008849"},"episode":{"title":"Google DeepMind Lead: The New Rules of Software Engineering","slug":"google-deepmind-lead-the-new-rules-of-software-engineering","published_at":"2026-06-03T12:00:00+00:00","page_url":"https://stenobird.com/podcast/beyond-coding-4008849/google-deepmind-lead-the-new-rules-of-software-engineering","show_page_url":"https://stenobird.com/podcast/beyond-coding-4008849","url":"https://podcasters.spotify.com/pod/show/beyond-coding/episodes/Google-DeepMind-Lead-The-New-Rules-of-Software-Engineering-e3k8i3q","audio_url":"https://traffic.megaphone.fm/APO3888568157.mp3","summary":"Are you ready to adapt to the rapidly evolving rules of software development? In this deep dive, Logan Kilpatrick, Director and Engineer at Google DeepMind, breaks down how AI agents, advanced model-product symbiosis, and tools like Gemini 3.5 Flash are fundamentally shifting the engineering bottleneck. Learn how to maintain your competitive advantage by moving beyond the keyboard to focus on problem-solving, architectural taste, and system understanding. In this video, we cover: The changing role of the IDE and the rise of agent managers in code generation. Overcoming team bottlenecks in code review and CI/CD test execution execution loops. Why "agent coverage" and context integration are the next big tech stack metrics. Building a bulletproof software portfolio through permissionless open-source contributions. The critical difference between outsourcing intelligence versus outsourcing understanding. This episode is for software engineers, tech leads, and computer science students looking to future-proof their careers and reset their ambitions in the era of autonomous engineering agents. Timestamps: 00:00:00 - Intro 00:00:40 - Code Review Is Software Engineering's Biggest Bottleneck 00:01:57 - How Amazon and Big Tech Police AI-Generated Code 00:02:55 - Horizontal vs Vertical Scaling of AI Engineering 00:04:37 - Why "No Code Reviews" Might Be the Answer 00:05:22 - Engineering Environments That Give Agents Feedback 00:06:46 - Why the Harness Matters More Than the Model 00:07:21 - When Spec-Driven Development Failed and TDD Worked 00:10:06 - Stop Hooks, Ralph Loops, and Automated Feedback 00:11:30 - The Guardrails That Gave the Most Value 00:14:00 - Architectural Constraints That Keep AI Code Sane 00:15:07 - What Remains a Human Responsibility 00:17:3…","meta_description":"Are you ready to adapt to the rapidly evolving rules of software development? In this deep dive, Logan Kilpatrick, Director and Engineer at Google DeepMin…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1425,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/beyond-coding-4008849/episodes/google-deepmind-lead-the-new-rules-of-software-engineering/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/beyond-coding-4008849/google-deepmind-lead-the-new-rules-of-software-engineering.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}