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Agent pull requests are everywhere. Here’s how to review them.

BACKGROUND
1 SIGNALFIRST DETECTED 7 May 2026
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Other feeds and industry voices
18 May
The Agent That Created 107 PRs (And Why That Was the Problem)

<h1> The Agent That Created 107 PRs (And Why That Was the Problem) </h1> <p>One of our leaders has a way of framing AI initiatives that I find genuinely useful. Three buckets:

REPORT · WHAT · Dev.toOPEN STORY
4 Aug
Turn one giant AI-generated pull request to a reviewable stack

<p>Instead of one huge, un-reviewable pull request, teach coding agents to decompose work into a clean, ordered stack with GitHub stacked pull requests.</p> <p>The post <a

REPORT · WHAT · GitHub BlogOPEN STORY
25 Mar
Open-sourced a dual-agent validation system one agent builds, another audits with zero context

<!-- SC_OFF --><div class="md"><pre><code>Built a system where Claude Code writes the code and Codex CLI reviews it independently — the reviewer never sees the builder's

OPINION · WHERE · LocalLLaMAOPEN STORY
28 Apr
We Built DAST for AI Agents. Every Agent We Tested Failed.

<p><em>8 dimensions. 38 checks. 5 seconds. 0% industry pass rate.</em></p> <h2> The Problem </h2> <p>DAST exists for web apps. DAST exists for APIs. DAST does not exist for AI

REPORT · HOW · Dev.toOPEN STORY
14 Aug
How to bring your software delivery workflow into GitHub with agent apps

<p>See how four GitHub Agent Apps can help you scope, secure, roll out, and ship a feature across the SDLC–all without leaving GitHub. </p> <p>The post <a

REPORT · HOW · GitHub BlogOPEN STORY
2 Apr
The Claude Code Leak Just Gave Every Developer a Masterclass in AI Agent Orchestration

<p>On March 31, 2026, Anthropic accidentally shipped the entire source code of Claude Code — its flagship AI coding agent — inside a routine npm update. No hack. No reverse

REPORT · WHAT · Dev.toOPEN STORY
25 Mar
What Is AI Code Review? How It Works, Benefits, and Limitations

<h2> What is AI code review? </h2> <p><strong>AI code review is the automated analysis of code changes using artificial intelligence to find bugs, security vulnerabilities,

REPORT · HOW · Dev.toOPEN STORY
22 Apr
How I Built an AI-Powered Code Review Bot That Saves 10 Hours/Week—Here's the Cheapest Way to Deploy It

<h1> How I Built an AI-Powered Code Review Bot That Saves 10 Hours/Week—Here's the Cheapest Way to Deploy It </h1> <p>My team was drowning. Every pull request meant 20-30 minutes

REPORT · HOW · Dev.toOPEN STORY
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