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He co-created Django, the web framework that powers Instagram, Pinterest, and tens of thousands of other websites. He coined the term \u201cprompt injection,\u201d popularized the terms \u201cAI slop\u201d and \u201cagentic engineering,\u201d and has built over 100 open source projects, including Datasette, a data analysis tool used by investigative journalists worldwide. What makes Simon unique is that he\u2019s made the leap from traditional software engineering to AI-native development more fully and visibly than almost anyone\u2014and he\u2019s been documenting everything he learns in real time on his blog, SimonWillison.net.\n\n*In our in-depth conversation, Simon shares:*\n1. Why November 2025 was the inflection point when AI coding agents crossed from \u201cmostly works\u201d to \u201cactually works\u201d\n2. How Simon writes 95% of his code from his phone now and why he\u2019s mentally exhausted by 11 a.m.\n3. Why mid-career engineers (not juniors) are most at risk right now\n4. The three agentic engineering patterns Simon uses daily (red\/green TDD, templates, hoarding)\n5. The next leap: the \u201cdark factory\u201d pattern where nobody writes or reviews code and AI does its own QA\n6. Why prompt injection is an unsolved security problem and the \u201clethal trifecta\u201d that will likely lead to an AI Challenger disaster\n7. Why the pelican riding a bicycle became the unofficial benchmark for AI model quality\n\n*Brought to you by:*\nWorkOS\u2014Modern identity platform for B2B SaaS, free up to 1 million MAUs: https:\/\/workos.com\/lenny\nVanta\u2014automate compliance, manage risk, and accelerate trust with AI: https:\/\/vanta.com\/lenny\n\n*Episode transcript:* https:\/\/www.lennysnewsletter.com\/p\/an-ai-state-of-the-union\n*Archive of all Lenny's Podcast transcripts:* https:\/\/www.dropbox.com\/scl\/fo\/yxi4s2w998p1gvtpu4193\/AMdNPR8AOw0lMklwtnC0TrQ?rlkey=j06x0nipoti519e0xgm23zsn9&st=ahz0fj11&dl=0\n\n*Where to find Simon Willison:*\n\u2022 X: https:\/\/x.com\/simonw\n\u2022 LinkedIn: https:\/\/www.linkedin.com\/in\/simonwillison\n\u2022 Website: https:\/\/simonwillison.net\n\u2022 Agentic Engineering Patterns: https:\/\/simonwillison.net\/guides\/agentic-engineering-patterns\n\n*Where to find Lenny:*\n\u2022 Newsletter: https:\/\/www.lennysnewsletter.com\n\u2022 X: https:\/\/twitter.com\/lennysan\n\u2022 LinkedIn: https:\/\/www.linkedin.com\/in\/lennyrachitsky\/\n\n*In this episode, we cover:*\n(00:00) Introduction to Simon Willison\n(02:40) The November 2025 inflection point\n(08:01) What\u2019s possible now with AI coding\n(10:42) Vibe coding vs. agentic engineering\n(13:57) The dark-factory pattern\n(20:41) Where bottlenecks have shifted\n(23:36) Where human brains will continue to be valuable\n(25:32) Defending of software engineers\n(29:12) Why experienced engineers get better results\n(30:48) Advice for avoiding the permanent underclass\n(33:52) Leaning into AI to amplify your skills\n(35:12) Why Simon says he\u2019s working harder than ever\n(37:23) The market for pre-2022 human-written code\n(40:01) Prediction: 50% of engineers writing 95% AI code by the end of 2026\n(44:34) The impact of cheap code\n(48:27) Simon\u2019s AI stack\n(54:08) Using AI for research\n(55:12) The pelican-riding-a-bicycle benchmark\n(59:01) The inherent ridiculousness of AI\n(1:00:52) Hoarding things you know how to do\n(1:08:21) Red\/green TDD pattern for better AI code\n(1:14:43) Starting projects with good templates\n(1:16:31) The lethal trifecta and prompt injection\n(1:21:53) Why 97% effectiveness is a failing grade\n(1:25:19) The normalization of deviance\n(1:28:32) OpenClaw: the security nightmare everyone is looking past\n(1:34:22) What\u2019s next for Simon\n(1:36:47) Zero-deliverable consulting\n(1:38:05) Good news about Kakapo parrots\n\n*Referenced:*\n\u2022 It genuinely feels to me like GPT-5.2 and Opus 4.5 in November represent an inflection point: https:\/\/x.com\/simonw\/status\/2007904766756880848\n\u2022 Claude Code: https:\/\/code.claude.com\n\u2022 Codex: https:\/\/chatgpt.com\/codex\n\u2022 Head of Claude Code: What happens after coding is solved | Boris Cherny: https:\/\/www.lennysnewsletter.com\/p\/head-of-claude-code-what-happens\n\u2022 There\u2019s a new kind of coding I call \u201cvibe coding\u201d: https:\/\/x.com\/karpathy\/status\/1886192184808149383\n\u2022 Firefox: https:\/\/www.firefox.com\n\u2022 Naming expert shares the process behind creating billion-dollar brand names like Azure, Vercel, Windsurf, Sonos, Blackberry, and Impossible Burger | David Placek (Lexicon Branding): https:\/\/www.lennysnewsletter.com\/p\/naming-expert-david-placek\n\u2022 Windsurf: https:\/\/windsurf.com\n\u2022 Thoughtworks: https:\/\/www.thoughtworks.com\n\u2022 Cloudflare: https:\/\/www.cloudflare.com\n\u2022 Shopify: https:\/\/www.shopify.com\n...References continued at: https:\/\/www.lennysnewsletter.com\/p\/an-ai-state-of-the-union\n\n_Production and marketing by https:\/\/penname.co\/._\n_For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com._\n\nLenny may be an investor in the companies 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