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.

How does diffray help SaaS teams ship faster?

diffray reviews PRs in minutes instead of hours, unblocking developers. AI catches bugs early, reducing hotfixes. Consistent reviews mean less back-and-forth, accelerating the entire development cycle.

Can diffray prevent production incidents?

Yes. diffray's 11 AI agents catch security vulnerabilities, performance issues, and logic bugs before they reach production. Early detection is always cheaper than production hotfixes.

Does diffray work with CI/CD pipelines?

Yes. diffray integrates with GitHub and reviews PRs automatically. It works alongside your existing CI/CD pipeline, providing feedback before merge.

Built for SaaS

Ship Features Faster. Break Less.

Your SaaS competes on feature velocity. diffray gives you both speed and quality — AI code review that catches bugs in minutes, not days.

Faster reviews

87%

Less noise

AI agents

98%

Action rate

Why SaaS Teams Choose diffray

Speed and quality aren't tradeoffs. Get both with AI-powered code review.

Ship Features Faster

AI reviews PRs in minutes, not hours. Unblock developers and accelerate your release cycle.

faster time to merge

Fewer Production Bugs

Catch logic errors, edge cases, and security issues before they reach customers.

87%

fewer false positives

Maintain Quality at Scale

As your team grows, keep code quality consistent with automated standards enforcement.

98%

developer action rate

Security by Default

Every PR is scanned for OWASP Top 10 vulnerabilities and secrets exposure.

specialized AI agents

SaaS Development Challenges, Solved

Feature velocity vs. code quality

Product wants features shipped yesterday. Engineering wants proper review. Someone always loses.

AI reviews are instant. Ship fast AND maintain quality — no more tradeoffs.

Growing team, inconsistent standards

Every new hire brings different habits. Code patterns diverge. Technical debt accumulates.

diffray enforces your standards on every PR. New hires learn through consistent feedback.

Production incidents from missed bugs

Human reviewers miss edge cases. That P1 at 2am costs more than prevention ever would.

11 specialized agents catch what humans miss. Bugs are cheaper to fix before merge.

Senior engineers stuck reviewing

Your best engineers spend 30%+ of time reviewing PRs instead of building architecture.

AI handles routine review. Seniors focus on design decisions and mentorship.

Fits Your Workflow

diffray integrates with your existing development workflow. Install once, get reviews on every PR automatically.

GitHub

CI/CD pipelines

Slack notifications

Custom webhooks

Reviews appear as PR comments
No context switching required
Works with private repos
Respects branch protection rules

Seconds to Set Up

1
Install GitHub App
2
Select repositories
3
Open a PR
4
Get AI review

SaaS FAQ

Ready to Ship Faster?

Join SaaS teams using diffray to ship quality features at startup speed.

100 free reviews/month

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