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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/
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Website: https://engineerprompt.ai/
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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 Read More Prompt Engineering
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