{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"The Learning Curve","title":"Self-organizing AI agents: four personas, one team","html":"","width":"100%","height":180,"duration":2168,"description":"\nMulti-agent AI systems rarely work the way most teams expect.\n\nIn this episode, self-organizing AI agents build an entire product with no orchestrator in charge, deciding together when the work is done. David Puglielli, senior advisor and software engineer at Flexion, walks hosts Matt Sharp and Holly Fake through an experiment in ensemble coding with AI most teams haven't tried yet. Rather than one agent handling everything, David built four distinct AI agent personas that debate, self-correct, and vote on their own progress, a structure he chose specifically to avoid the risks of a single point of failure.\n\nDavid explains what happened when he asked multiple agents to each pick a random word, and why they kept landing on the same answer. He also describes a simple AI code verification workflow anyone can try, and the AI test coverage risks worth watching for when agents are left to optimize for a single metric on their own.\n\nThis is what AI agents are capable of building when the only thing checking their work is each other, without any single agent having the final say.\n\n00:00 Introduction\n06:28 Why David moved away from a single orchestrator\n08:38 The random word test that agents kept failing\n17:26 Fixing it with seeded randomness\n20:00 Turning agents loose on a real build\n21:25 Four personas, one team\n25:03 The risk of optimizing for one thing\n26:34 The driver and verifier pairing\n\nSubscribe to the Learning Curve for real conversations about AI at work, AI implementation, and what it actually looks like to build with AI inside a technology company.\nLearn more about Flexion: https://flexion.us/\nFollow Flexion on LinkedIn: https://www.linkedin.com/company/flexion-inc\nSubscribe to our channel: https://www.youtube.com/@FlexionInc","thumbnail_url":"https://img.transistorcdn.com/Id5sexIY2PzW_KAC-E5HwLHHwwCEp3KaFjCPvhhr-Qk/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9jYjc1/ODMwMmVkNDQ4ODk1/OGM4NmY3ZDAyNWZl/NDVkNi5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}