Episode
Nobody Writes Prompts Anymore (Do THIS Instead)
- Published
- Jun 24, 2026
- Duration seconds
- 758
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Summary
Stop Prompting, Start Loop Engineering: Build Self-Iterating AI Agent SystemsThe 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. 00:00 Why Loops Beat Prompts 00:48 What Loop Engineering Means 03:39 Prompting vs Looping 04:44 Doer and Judge Framework 05:37 Fusion Loop Walkthrough 06:26 Agent Kanban Loops 07:21 Fusion Boardroom Method 08:31 Sakana Fugu Council 09:05 Agent OS Bundle Overview 10:01 Memory Feedback Loop 11:26 Getting Started and Proof 12:01 Join the Community 12:35 Final Wrap Up