What makes diffray different from other AI code review tools?

diffray uses multi-agent intelligence instead of single-model AI. Multiple specialized agents work together - Security Agent, Performance Agent, Architecture Agent, and Consistency Agent - each expert in their domain. This coordinated approach reduces false positives by 87% and catches 3x more real bugs compared to traditional single-agent tools like GitHub Copilot or CodeRabbit.

How does multi-agent AI code review work?

Multi-agent AI code review deploys specialized agents that work in parallel, each focused on a specific domain: security vulnerabilities, performance bottlenecks, architectural patterns, and code consistency. Unlike single-model approaches that suffer from context dilution, each agent maintains deep expertise in its area. Research shows this approach improves bug detection by 3x while reducing noise.

Is diffray free for open source projects?

Yes, diffray is completely free forever for open source projects. We support the open source community with full access to our multi-agent code review platform, including all specialized agents, unlimited reviews, and priority support.

What programming languages does diffray support?

diffray supports all major programming languages including TypeScript, JavaScript, Python, Go, Rust, Java, C#, Ruby, PHP, and more. The multi-agent system is language-agnostic and adapts its analysis to language-specific patterns and best practices.

How does diffray integrate with GitHub?

diffray integrates seamlessly with GitHub through a GitHub App. Once installed, it automatically reviews every pull request, posting actionable comments directly on the PR. Setup takes less than 2 minutes with no configuration required. Enterprise teams can also use diffray CLI for local reviews before pushing code.

What is the difference between diffray and CodeRabbit or GitHub Copilot?

While CodeRabbit and GitHub Copilot use single-model AI that can hallucinate and produce false positives, diffray employs multi-agent intelligence where specialized agents cross-validate findings. This results in 87% fewer false positives. Additionally, diffray provides full codebase awareness, custom rule support, and agent memory that learns from your team's patterns.

Can diffray detect security vulnerabilities?

Yes, diffray's Security Agent is specifically trained to detect OWASP Top 10 vulnerabilities, injection attacks, authentication flaws, and sensitive data exposure. It analyzes code in context of your entire codebase, reducing false positives while catching real security issues that static analysis tools miss.

How much does diffray reduce code review time?

According to our customer data, teams using diffray reduce PR review time by 73% on average - from 45 minutes to 12 minutes per week. This is because diffray's multi-agent system produces 87% fewer false positives, so developers spend time on real issues instead of filtering noise.

What is the developer action rate on diffray comments?

diffray achieves a 98% developer action rate on its comments, compared to industry average of 15-20% for traditional AI code review tools. This high engagement is due to our multi-agent approach that eliminates noise and surfaces only actionable findings with confidence scores.

How does diffray handle duplicate comments?

diffray guarantees zero duplicate comments through its intelligent deduplication system. Unlike single-agent tools that often flag the same issue multiple times across a PR, diffray's agents coordinate to consolidate findings and present each issue exactly once with full context.

Does diffray store my code?

No, diffray never stores your source code. Code is processed in memory during the review and immediately discarded. We are SOC 2 compliant and your code is never used for AI training. Enterprise customers can also use our on-premise deployment option for complete data sovereignty.

How does diffray compare to GitHub Copilot code review?

While GitHub Copilot uses a single AI model for code review, diffray employs specialized multi-agent intelligence. Research shows multi-agent systems catch 3x more real bugs while producing 87% fewer false positives. diffray also provides full codebase awareness, custom rules, and agent memory - features not available in Copilot's code review.

Back to Blog

New Feature

Introducing Agent Store
Choose Your AI Review Team

Not every codebase needs the same review. Now you can pick exactly which AI agents run on your pull requests — security, performance, SEO, or your own custom agents.

January 25, 2026

•

5 min read

One Size Doesn't Fit All

A fintech app cares deeply about security vulnerabilities. A game engine cares about performance bottlenecks. A marketing site cares about SEO. Why should they all get the same review?

Until now, AI code review tools treated every repository the same way. You got all the agents, all the time — even when half of them weren't relevant to your project.

"We're a backend API. Why are we getting CSS best practices warnings?"

— Every backend developer ever

Agent Store: Your Review, Your Rules

Agent Store is a marketplace where you browse, enable, and configure the AI agents that review your code. Think of it as building your perfect code review team.

Agent Store

Select agents per repository

Enable/disable any agent

Configure agent thresholds

Add custom agents

Create review pipelines

Available Agents

Start with our curated collection of specialized agents. Each one is an expert in their domain, trained on thousands of code patterns. Want to learn more? Meet the Agents goes deep into how each one works.

Security Sentinel

OWASP, CVE, injection attacks

Finds SQL injection, XSS, CSRF, and 200+ vulnerability patterns.

Performance Hawk

N+1, memory leaks, complexity

Catches O(n²) loops, unnecessary re-renders, and memory issues.

Bug Hunter

Logic errors, edge cases, nulls

Finds null pointer risks, off-by-one errors, and race conditions.

SEO Expert

Meta tags, OpenGraph, Schema.org

Validates meta tags, structured data, and social previews.

UX Advisor

Accessibility, usability, a11y

Checks WCAG compliance, keyboard navigation, screen reader support.

Refactoring Advisor

SOLID, code smells, complexity

Identifies technical debt before it compounds.

View all 10+ agents →

Example Configurations

Fintech API

Security-first configuration

Security SentinelBug HunterRefactoring Advisor

Game Engine

Performance-critical configuration

Performance HawkBug HunterRefactoring Advisor

Marketing Website

SEO & UX focused configuration

SEO ExpertUX AdvisorPerformance Hawk

Build Custom Agents

Don't see an agent for your needs? Create your own. Custom agents use the same YAML rule format as our built-in agents.

Company coding standards

Enforce your team's specific conventions and patterns

Domain-specific rules

Healthcare HIPAA compliance, financial regulations, etc.

Framework-specific checks

Rails best practices, React hooks rules, etc.

Coming Soon

Share your custom agents with the community. Publish to Agent Store and help other teams catch the same issues you've learned to avoid.

Build Your Perfect Review Team

Agent Store is available now for all diffray users. Start customizing your review pipeline today.

Open Agent Store View All Agents

Introducing Agent Store
Choose Your AI Review Team

One Size Doesn't Fit All

Agent Store: Your Review, Your Rules

Agent Store

Available Agents

Security Sentinel

Performance Hawk

Bug Hunter

SEO Expert

UX Advisor

Refactoring Advisor

Example Configurations

Fintech API

Game Engine

Marketing Website

Build Custom Agents

Build Your Perfect Review Team

مقالات ذات صلة

Why Noisy AI Code Review Tools Deliver Negative ROI

Context Awareness in AI Code Review: How Intelligent Systems Understand Your Codebase

New PR Review Page: A Fresh Way to View Pull Requests

Introducing Agent StoreChoose Your AI Review Team

One Size Doesn't Fit All

Agent Store: Your Review, Your Rules

Agent Store

Available Agents

Security Sentinel

Performance Hawk

Bug Hunter

SEO Expert

UX Advisor

Refactoring Advisor

Example Configurations

Fintech API

Game Engine

Marketing Website

Build Custom Agents

Build Your Perfect Review Team

مقالات ذات صلة

Why Noisy AI Code Review Tools Deliver Negative ROI

Context Awareness in AI Code Review: How Intelligent Systems Understand Your Codebase

New PR Review Page: A Fresh Way to View Pull Requests

Introducing Agent Store
Choose Your AI Review Team