How to build Autonomous AI Agent Loops...

Get the Agent OS & Agent Loop System 👉 https://www.skool.com/ai-profit-lab-7462/about Want to make money and save time with AI? Join here: https://www.skool.com/ai-profit-lab-7462/about Video notes + links to the tools 👉 https://www.skool.com/ai-profit-lab-7462/about Get a FREE AI Course + Community + 1,000 AI Agents 👉 https://www.skool.com/ai-seo-with-julian-goldie-1553/about Get a FREE AI SEO Strategy Session → https://go.juliangoldie.com/strategy-session?utm=julian Get 200+ Free AI SEO Prompts → https://go.juliangoldie.com/chat-gpt-prompts Get out SEO link building book here 👉 https://go.juliangoldie.com/opt-in?utm=julian The Self-Checking AI Factory: Loop Your Agents for Automatic QA (No More Babysitting) The video explains a “self-checking factory” system for running AI agents in an automated loop where one agent builds and a separate agent judges the output against a clear definition of done, scoring it out of 100 and repeating for a set number of rounds until it passes, reducing AI slop and eliminating the user as the quality control department. It argues AI is a poor judge of its own work, so the builder and grader should be different models, often using cheaper models for building and stronger models for judging, with results saved to a workspace for later. The presenter demonstrates score improvements across rounds and outlines three loop-based workflows in an Agent OS: a simple loop engineering system, a Kanban board for multi-agent pipelines with a reviewer/content judge, and an agent group chat that generates and develops ideas into an ideas pipeline, plus a promotion for accessing these systems via the AI Profit Warm Room/Boardroom. 00:00 Self Checking Factory Intro 00:41 Bakery Quality Control Analogy 01:29 Simple Loop Setup 01:55 Builder vs Judge Models 02:55 Loop Rules and Scoring 04:04 Choosing Models and Costs 04:33 Real Loop Example 05:20 Three Workflow Systems 06:29 Agent Mastermind Group Chat 07:49 Workspaces and Saving Builds 09:16 Kanban Planner and Content Judge 10:19 Works for Any Business 10:51 Old Way vs Autonomous Factory 11:37 Recap and 24 7 Advantage 12:14 Boardroom Offer and Training 13:24 Final Thanks and Outro