Skip to main content
  1. Home
  2. Computing
  3. News

Anthropic adds Code Review to Claude Code to streamline bug hunting

The feature uses multiple AI agents to analyze pull requests, flag potential issues, and provide feedback.

Add as a preferred source on Google
Logo, Text, Symbol
Anthropic

Anthropic’s AI coding assistant, Claude Code, is getting a new feature designed to help developers identify and resolve bugs faster and more efficiently. Aptly named Code Review, the feature automatically analyzes code changes, flags potential issues, and provides actionable feedback before the code is merged.

Anthropic explains that when a pull request (PR) is opened, Code Review “dispatches a team of agents that look for bugs in parallel, verify bugs to filter out false positives, and rank bugs by severity. The result lands on the PR as a single high-signal overview comment, plus in-line comments for specific bugs.”

The company adds that the multi-agent review system scales dynamically based on the PR. It assigns more agents and deeper analysis to larger or more complex changes, while smaller updates get a lighter review. Based on Anthropic’s testing, the system typically completes an average PR review in about 20 minutes.

Recommended Videos

The feature was developed to streamline internal operations after Anthropic saw the amount of code generated per engineer grow by 200% over the last year. The company now uses the system on nearly every PR and reports a significant increase in substantive review comments.

Following successful internal testing, Code Review is now rolling out to Claude for Teams and Enterprise subscribers in research preview. While powerful, the tool is considerably more expensive than lightweight alternatives like the Claude Code GitHub Action, and it is billed on token usage.

Premium pricing for in-depth reviews

Anthropic reveals that code reviews with the new tool average somewhere between $15 and $25, scaling with PR size and complexity. To help admins manage costs, the company is offering monthly organization caps, repository-level restrictions, and an analytics dashboard to track PRs reviewed, acceptance rates, and total spend.

Code Review arrives as Claude Code continues to gain traction commercially. The tool’s run-rate revenue has reportedly surpassed $2.5 billion since launch, more than doubling since early 2026. Furthermore, business subscriptions have quadrupled since the start of the year, with enterprise customers now accounting for over half of Claude Code’s total revenue.

Pranob Mehrotra
Pranob is a seasoned tech journalist with over eight years of experience covering consumer technology. His work has been…
The MacBook Air is running in short supply, despite a price hike
The memory crunch is now disrupting MacBook Air supplies
MacBook Air M5

For months, Apple seemed better protected from the memory crisis than most laptop makers. It had long-term supplier agreements, enormous purchasing power, and enough margin to absorb rising component costs. The situation has now caught up with its most popular laptop.

According to Bloomberg’s Mark Gurman, MacBook Air availability has tightened considerably across Apple’s retail network. Several configurations are showing delivery estimates stretching into late August, while some customized models may not arrive until September.

Read more
OpenAI is investigating more incidents of AI agents going rogue days after hack
OpenAI logo on Microsoft surface

It appears that the "AI agents going rogue" tale has more to it than what AI giants have revealed publicly so far. Merely days after OpenAI announced that its AI agents went rogue and hacked Hugging Face, Anthropic dropped a similar bombshell. Soon, it was discovered that not just one, but multiple services were compromised. Well, it seems there are even more layers to it.

Reuters reports that OpenAI has found more incidents of AI agents escaping their software containment environment during research. Citing sources with knowledge of the incident, the outlet notes that the AI agents didn't go beyond OpenAI's software environment and affect any external service.

Read more
AI is finding Apple security flaws faster than Apple can sort through them
Apple has limited how many bug reports researchers can keep open as AI tools produce both genuine Mac vulnerabilities and a flood of questionable submissions
Lighting, Architecture, Building

Apple has capped the number of security reports researchers can keep open at once after AI bug hunting put its review process under pressure, according to the Financial Times.

Some submissions describe hallucinated or purely theoretical risks. Others uncover vulnerabilities serious enough to require patches. Bynario told the FT that it found more than 50 possible macOS flaws in three weeks, including a privilege-escalation chain that could give an attacker full control of a Mac.

Read more