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Introducing Deep Review, the independent review layer that analyzes every change before it gets merged
Published 2 November 2026
WHAT HAPPENED
Aikido Security launched Deep Review, a new product that automatically analyzes code changes before they get merged into a codebase. The tool addresses a problem where coding agents create more pull requests than human teams can effectively review, leading to many changes getting approved without proper scrutiny.
WHO IS INVOLVED
Aikido Security developed and announced Deep Review. The product is designed to work with development teams that use coding agents to generate changes.
HOW IT WORKS
Deep Review operates as an independent review layer that examines every pull request with full context of the codebase. When the tool identifies bugs, security issues, or unintended side effects that a simple code diff would not reveal, it posts fixes directly on the pull request rather than just commenting on problems.
WHY IT MATTERS
As coding agents become more prevalent, they generate changes faster than teams can manually review them, resulting in most pull requests receiving approval without thorough examination. Deep Review automates code review to catch issues before code reaches production, moving beyond traditional comment-based reviews to actively fixing identified problems.
GETTING STARTED
Aikido Security offers a way to start using Deep Review on pull requests through a provided link, making the tool immediately available to interested development teams.
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- Type
- Product launch
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- Application Security
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