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LoopFlow blog

Guides on self-correcting AI coding loops, AI agents, and loop engineering.

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Latest posts

What is an AI coding loop?

An AI coding loop is a self-correcting agent workflow that plans, acts, and verifies against a real check until it passes.

How to make Claude Code self-correct

Make Claude Code self-correct and retry until tests pass with a plain-English .loop file.

One-shot prompts vs self-correcting loops

Why a one-shot prompt stops whether or not it worked, and what a self-correcting loop adds.

I Was the For-Loop

A personal essay on what changed when AI started writing the code: the five decisions behind every task.