There are 4 floors of AI leverage. Most agency builders are on Floor 1 or 2. Floor 4 - loop engineering - is where the agent runs while you sleep. Not automation in the IFTTT sense. A full cycle: 1. Agent reads a state file to understand where things are 2. It prompts itself with the next task 3. It executes, then runs a gate check (hard pass/fail) 4. A separate maker-checker agent reviews the output 5. State file updates. Loop continues or exits. We demoed this live Friday using Claude Code. One input. The loop handled the rest. The key unlock: the gate check doesn't need to be a test suite. It just needs to return yes or no - without a human opinion. Lead enrichment, SEO pipelines, research agents - all qualify. Full recording (1h 22m): https://www.youtube.com/watch?v=NdLwDXptnXw

A Claude workflow cycled between approach A and approach B. Thirty-one times. Not a broken prompt. A missing verifier. The death spiral is the most expensive mistake in agentic AI. Friday we go deep on what causes it and how to architect your way out of it. Loop engineering - live build on screen. June 19 · 1pm EST · Free: manojsaharan.ai/workshop

The hardest part of building with Claude isn't the prompt. It's knowing when to stop. Anthropic's engineering team documented it: if the same error appears 3 times in a row - stop and ask the human. A loop that doesn't know when to stop isn't a workflow. It's a bill. Friday we go deep. Loop engineering - the structure, the verifier, the stopping conditions. Live build on screen. June 19 · 1pm EST · Free: manojsaharan.ai/workshop

W6 just dropped. We built an AI Agency OS live last Friday - 7 workflows that run the full client lifecycle. Lead gen to proposal to onboarding to build to delivery to content marketing. Each stage runs itself. Human approves before it moves forward. We tested it on a real Dubai real estate agency during the session. From call transcript to scoped proposal in minutes. Second half: Fable 5 / Mythos live demo - one-shot website clone. Full recording (81 min): https://youtu.be/TX08jF4ObwY --- If you want to build this for your own business or agency, we're opening 1-1 slots. 6 weeks. Your workflows. Deployed on Claude. Book a 30-min discovery call: https://cal.com/manojsaharan/discovery-call-30min

Drop your answer and one sentence about what you were building when it happened.