---
title: "Discussion on \"Why Your Coding Agent Agrees With Its Own Bugs: Building cold-jury, a Zero-Dep Cross-CLI Review Gate\" | Hashnode"
description: "Discussion on \"Why Your Coding Agent Agrees With Its Own Bugs: Building cold-jury, a Zero-Dep Cross-CLI Review Gate\". If you ask the same coding agent session that just wrote a 300-line change to review its own git diff before committing, it will almost always rubber-stamp it.\nThat is not a prompt engineering problem"
url: "https://hashnode.com/posts/why-your-coding-agent-agrees-with-its-own-bugs-cold-jury/6af18af06de43b7b37c4bc74"
---

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[Javier García Camacho](https://hashnode.com/@dimoncelli)

Software & AI Engineering. Building Karuma UCP & RebillKit.

3h ago

# [Why Your Coding Agent Agrees With Its Own Bugs: Building cold-jury, a Zero-Dep Cross-CLI Review Gate](https://dimoncelli.hashnode.dev/why-your-coding-agent-agrees-with-its-own-bugs-cold-jury?utm_source=hashnode&utm_medium=feed)

If you ask the same coding agent session that just wrote a 300-line change to review its own git diff before committing, it will almost always rubber-stamp it. That is not a prompt engineering problem

dimoncelli.hashnode.dev 5 min read

[#ai](https://hashnode.com/tag/ai) [#security](https://hashnode.com/tag/security) [#nodejs](https://hashnode.com/tag/nodejs) [#opensource](https://hashnode.com/tag/opensource)

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