Cloud Crisis Averted: A Zero-Dependency Solution for Sticky AI Coding Agents

There's a specific loop that anyone who codes with AI agents knows by heart. The agent tries a fix. The test fails. It tries something else. Fails again. Then — a few prompts later, or after its context window gets compacted — it confidently re-applies the exact first fix that already failed. The fa