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Anthropic Launches "Code Review" to Fix AI Code Security Issues

Mar 9, 2026
They dig into Anthropic's new AI code review tool that scans AI-generated pull requests for bugs and logic flaws. Discussion covers multi-agent analysis, severity labeling, and how the tool gives actionable feedback. They also touch on customization, pricing, and the product's potential to reshape software workflows.
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ANECDOTE

Host Asks For Birthday Reviews

  • Jaeden shares a personal birthday request: he's turning 30 and asks listeners to leave podcast reviews this week.
  • As a thank-you he'll read and respond to recent reviews on the show, including one-star feedback.
ANECDOTE

One-Star Review About Islamophobia And Context

  • Jaeden reads a one-star review accusing him of Islamophobia and explains he was likely critiquing Saudi policy, not religion.
  • He emphasizes criticizing governments objectively and that he almost accepted Saudi incubator funding in the past.
INSIGHT

Code Review Automates Pull Request Safety

  • Anthropic built Code Review to automatically analyze AI-generated pull requests and flag logic and security risks before merging.
  • The tool integrates with GitHub and writes review comments so developers can skim AI-identified issues instead of reviewing every PR manually.
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