The Independent Auditor Pattern — "Don't Let the Thing That Built It Verify It"

Description and use

<p><em>This is chapter 6 of my book **Building Autonomous AI Agents with Claude Code</em>* — a field guide to turning Claude Code from a coding assistant into an agent that remembers, verifies its own work, and knows when to stop. Everything below is from a system I actually run every day on one Windows PC.*</p> <h3> 1. The Problem Isn't Lying — It's Confirmation Bias </h3> <p>When an AI says "done," much of the time it isn't lying — it's <strong>self-conviction</strong>.<br> The script ran (<code>rc=0</code>), the log shows <code>started</code>, so it believes the job is done.<br> It's exactl

Problem

<p><em>This is chapter 6 of my book **Building Autonomous AI Agents with Claude Code</em>* — a field guide to turning Claude Code from a coding assistant into an agent that remembers, verifies its own work, and knows when to stop. Everything below is from a system I actually run every day on one Windows PC.*</p> <h3> 1. The Problem Isn't Lying — It's Confirmation Bias </h3> <p>When an AI says "done," much of the time it isn't lying — it's <strong>self-conviction</strong>.<br> The script ran (<code>rc=0</code>), the log shows <code>started</code>, so it believes the job is done.<br> It's exactl

Outcome

<p><em>This is chapter 6 of my book **Building Autonomous AI Agents with Claude Code</em>* — a field guide to turning Claude Code from a coding assistant into an agent that remembers, verifies its own work, and knows when to stop. Everything below is from a system I actually run every day on one Windows PC.*</p> <h3> 1. The Problem Isn't Lying — It's Confirmation Bias </h3> <p>When an AI says "done," much of the time it isn't lying — it's <strong>self-conviction</strong>.<br> The script ran (<code>rc=0</code>), the log shows <code>started</code>, so it believes the job is done.<br> It's exactl

Evidence

The Independent Auditor Pattern — "Don't Let the Thing That Built It Verify It"

Source