{"podcast":{"title":"The Stack Overflow Podcast","slug":"the-stack-overflow-podcast","podcast_index_feed_id":450923,"rss_url":"https://rss.art19.com/the-stack-overflow-podcast","website_url":"https://art19.com/shows/the-stack-overflow-podcast","image_url":"https://content.production.cdn.art19.com/images/f1/4b/a2/43/f14ba243-6fa1-48bc-88bb-16b5e90e01cf/9ab8462ecb3182c5303998dc1a19385c2c816946f95a9fa658457e657e3ea170cac950b4c623a4447028d0e31bb3b3e2ec62ad0b4d3fe42f5bc0419c6d811c9d.jpeg","author":"The Stack Overflow Podcast","episode_count":939,"summary":"For well over a decade, the Stack Overflow Podcast has been exploring what it means to be a developer and how the art and practice of software engineering is changing our world. From creating code to running it in production, we host important conversations and fascinating guests that will help you understand how technology is made and where it’s headed. Hosted by Ryan Donovan, the Stack Overflow Podcast is your home for all things software.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/the-stack-overflow-podcast"},"episode":{"title":"Dogfood so nutritious it’s building the future of SDLCs","slug":"dogfood-so-nutritious-it-s-building-the-future-of-sdlcs","published_at":"2026-02-24T05:00:00+00:00","page_url":"https://stenobird.com/podcast/the-stack-overflow-podcast/dogfood-so-nutritious-it-s-building-the-future-of-sdlcs","show_page_url":"https://stenobird.com/podcast/the-stack-overflow-podcast","url":"https://rss.art19.com/episodes/96d57e20-c055-4a51-9c6c-a7bde3171ad0.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0","audio_url":"https://rss.art19.com/episodes/96d57e20-c055-4a51-9c6c-a7bde3171ad0.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0","summary":"OpenAI's engineering lead on Codex explains how the team uses their own coding agent to navigate a massive monorepo. The discussion explores the transition from simple chat-based assistants to autonomous agents capable of executing complex software development lifecycles.","meta_description":"Learn how OpenAI uses Codex to build Codex, the shift from chat to agentic coding, and the challenges of applying AI to enterprise-grade codebases.","key_points":["Main idea: The shift from chat-based assistants to agents involves moving from providing context manually to models that can actively gather their own context and act on the world","Failure mode: AI models trained primarily on open-source data struggle with the proprietary patterns and high levels of abstraction found in enterprise-grade codebases","Practical takeaway: Using agentic instructions (MD files) across a monorepo helps onboard AI agents to the specific architectural nuances of a complex codebase","Main idea: The future of the SDLC lies in a multi-agent ecosystem where humans provide supervision and steering rather than just direct instruction","Risk factor: Granting agents the ability to modify production services and infrastructure requires significant scaffolding to prevent catastrophic automation errors"],"chapters":[{"start_ms":60000,"title":"Introduction to Thibault Sottiaux","summary":"A brief background on Thibault's journey from early programming to leading the Codex team at OpenAI."},{"start_ms":195000,"title":"Defining Agentic Coding","summary":"Distinguishing between simple chat interfaces and autonomous agents that can gather context and act independently."},{"start_ms":345000,"title":"Sandboxing and Safety","summary":"How the Codex team uses sandboxed environments to ensure safe file system access and network limitations during development."},{"start_ms":510000,"title":"The Rise of Ambient Intelligence","summary":"Exploring how compute is being used to find bugs, security vulnerabilities, and discrepancies within codebases."},{"start_ms":955000,"title":"The Enterprise Code Challenge","summary":"Addressing the gap between open-source training data and the complex, abstracted patterns found in private corporate repositories."},{"start_ms":1090000,"title":"Navigating the OpenAI Monorepo","summary":"How OpenAI uses lightweight specification files to help Codex understand and navigate their massive internal codebase."},{"start_ms":1645000,"title":"The Future of the SDLC","summary":"Discussing the move toward multi-agent collaboration and the necessity of human supervision in automated deployment."}],"topics":["OpenAI","Codex","Software Development Lifecycle","AI Agents","Monorepo","Software Engineering","Automated Coding","Enterprise Software"],"duration_seconds":1944,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-stack-overflow-podcast/episodes/dogfood-so-nutritious-it-s-building-the-future-of-sdlcs/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-stack-overflow-podcast/dogfood-so-nutritious-it-s-building-the-future-of-sdlcs.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}