# agentic code review

A software-engineering approach in which AI agents perform end-to-end pull-request code review using broader context, specialized workflows, and human-controlled quality gates.

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## Agentic Code Review

DevFeed: [Agentic Code Review](<https://devfeed.tech/articles/agentic-code-review-28494.md>)

Original publisher: [Read original article](<https://addyosmani.com/blog/agentic-code-review/>)

Author: Addy Osmani

Published: 2026-06-15T00:00:00Z

Content type: article

Language: en

Sources: [Addy Osmani](<https://devfeed.tech/sources/addy-osmani.md>)

Topics: [agentic code review](<https://devfeed.tech/topics/agentic-code-review.md>), [Code review](<https://devfeed.tech/topics/code-review.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [codex](<https://devfeed.tech/topics/codex.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [agentic-code-review](<https://devfeed.tech/tags/agentic-code-review.md>), [ai](<https://devfeed.tech/tags/ai.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [codex](<https://devfeed.tech/tags/codex.md>), [queue](<https://devfeed.tech/tags/queue.md>)

### AI overview

This article argues that coding agents have shifted the main engineering constraint from writing code to deciding whether generated changes are trustworthy. It presents code review as increasingly important and describes using Claude Code and Codex to triage batches of incoming pull requests.

### Source excerpt

Coding agents are extraordinarily good now, and getting better fast. The interesting consequence is that the hard part of engineering moved from writing code to deciding whether to trust it, which makes review the most leveraged skill in software right now. How you approach it depends enormously on who you are: a solo developer with no users and a team maintaining a ten-year-old application are not solving the same problem.