Skip to content

How do you make sure an AI answer never saves wrong data or charges twice?

Module
03/05Module
To read
~5 minTo read

It starts with a failure

During an API timeout storm, a payment agent retried a billing step several times. What do you think went wrong?

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

  1. 01

    Zero-Trust Gatekeeping

  2. 02

    Cryptographic Idempotency Keys

  3. 03

    Fail-Closed Validation

  4. 04

    State Replay Safety

SpecA check-before-save and no-double-charge plan

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.

  • Database indexes
  • Caching the first result
  • Queues deliver at least once

Free guides on this topic