Loop Engineering: Why Everyone is Talking About Agentic Loops?

About this lesson

In this video, I break down what an agentic “loop” actually is, why it’s trending on X, and how it shifts prompting from step-by-step human guidance to an orchestrated system that runs until a stopping condition is met. I compare modern loops to older ideas like while loops, ReAct (2022), and AutoGPT (2023), and explain why loops are more than “just a cron job” because they include a decision-maker that reads state, acts, verifies, and repeats. I show what a serious loop needs—worktrees, reusable skills, connectors, disk memory, and especially independent verification—plus why orchestration tax (your review bandwidth) becomes the real bottleneck. Finally, I cover the risks: vague seed prompts, quiet success you don’t understand, and runaway token costs without hard limits and guardrails. LINKS: https://x.com/steipete/status/2063697162748260627 https://addyosmani.com/blog/loop-engineering/ My voice to text App: whryte.com Website: https://engineerprompt.ai/ RAG Beyond Basics Course: https://prompt-s-site.thinkific.com/courses/rag Signup for Newsletter, localgpt: https://tally.so/r/3y9bb0 Let's Connect: 🦾 Discord: https://discord.com/invite/t4eYQRUcXB ☕ Buy me a Coffee: https://ko-fi.com/promptengineering |🔴 Patreon: https://www.patreon.com/PromptEngineering 💼Consulting: https://calendly.com/engineerprompt/consulting-call 📧 Business Contact: engineerprompt@gmail.com Become Member: http://tinyurl.com/y5h28s6h 💻 Pre-configured localGPT VM: https://bit.ly/localGPT (use Code: PromptEngineering for 50% off). Signup for Newsletter, localgpt: https://tally.so/r/3y9bb0 00:00 Agentic Loop Confusion 02:24 Loop History Timeline 03:36 Cron Plus Decisions 04:12 Building Loop Components 05:34 Verification Matters 06:12 Orchestration Tax 08:14 Seed Prompt Risks 09:07 Cost And Stopping 09:45 Skills And Guardrails

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