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How do you find one bad input that keeps failing a loop, and set it aside before it costs money?

Module
04/05Module
To read
~5 minTo read

It starts with a failure

An automated loop had two agents taking turns to fix a tricky Rust compiler error, with a budget ceiling as its safety net. What do you think happened?

In the module you make your guess first, then read what happened and why.

  1. 01

    State Cycle Detection via Hash Ring

  2. 02

    Monotonic Progress Invariant

  3. 03

    Poison-Pill Quarantine Vault

  4. 04

    Memory Context Reset Policy

SpecA plan for setting bad inputs aside

A spec for your own app, as a text file you download. The module also gives you the prompt for Claude Code, Codex or Antigravity, a checklist to check what it built, and recommended skills.

  • Queues and message brokers
  • Observability