{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"AI News Today | Julian Goldie Podcast","title":"Nobody Writes Prompts Anymore (Do THIS Instead)","html":"","width":"100%","height":180,"duration":759,"description":"Stop Prompting, Start Loop Engineering: Build Self-Iterating AI Agent Systems\nThe script explains why “loop engineering” is replacing manual prompting: instead of iterating with an AI yourself, you define what “done” looks like, let an agent act, and use an independent judge model to verify results and repeat until the goal is met. It cites industry figures and examples (including Anthropic and NVIDIA’s GTC keynote) to argue that better loops, not better prompts, will power future self-iterating agent systems. The speaker describes a doer/judge loop structure and shows four implementations inside an “agent operating system”: a Fusion loop with configurable rounds and separate builder/judge models, an agent Kanban board with planner/builder/reviewer roles, a Fusion “boardroom” combining multiple model outputs via a judge, and a Sakana/Fugu council approach. It also describes an Obsidian-based memory system and promotes the AI Profit Boardroom community and resources.\n00:00 Why Loops Beat Prompts\n00:48 What Loop Engineering Means\n03:39 Prompting vs Looping\n04:44 Doer and Judge Framework\n05:37 Fusion Loop Walkthrough\n06:26 Agent Kanban Loops\n07:21 Fusion Boardroom Method\n08:31 Sakana Fugu Council\n09:05 Agent OS Bundle Overview\n10:01 Memory Feedback Loop\n11:26 Getting Started and Proof\n12:01 Join the Community\n12:35 Final Wrap Up","thumbnail_url":"https://img.transistorcdn.com/Tp0JSUlyiAe2ran44b13cjk4ImQYS1QEMKCAa9Q7go0/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9lNTYz/NGQxMTU2ZTM1MzU5/MDNiYjcwZjJmYTY5/ODJmOS5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}