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.

Entwickelt für SaaS

Features Schneller Liefern. Weniger Kaputt Machen.

Ihr SaaS konkurriert über Feature-Geschwindigkeit. diffray gibt Ihnen Geschwindigkeit und Qualität — KI-Code-Review, das Bugs in Minuten findet, nicht Tagen.

Schnellere Reviews

87%

Weniger Rauschen

KI-Agenten

98%

Aktionsrate

Warum SaaS-Teams diffray Wählen

Geschwindigkeit und Qualität sind keine Kompromisse. Erhalten Sie beides mit KI-gestützter Code-Überprüfung.

Features Schneller Liefern

KI überprüft PRs in Minuten, nicht Stunden. Entsperren Sie Entwickler und beschleunigen Sie Ihren Release-Zyklus.

schnellere Zeit bis zum Merge

Weniger Produktions-Bugs

Fangen Sie Logikfehler, Randfälle und Sicherheitsprobleme ab, bevor sie Kunden erreichen.

87%

weniger Fehlalarme

Qualität bei Skalierung Beibehalten

Wenn Ihr Team wächst, halten Sie Code-Qualität konsistent mit automatisierter Standardsdurchsetzung.

98%

Entwickler-Aktionsrate

Sicherheit Standardmäßig

Jeder PR wird auf OWASP Top 10 Schwachstellen und Geheimnisexposition gescannt.

spezialisierte KI-Agenten

SaaS-Entwicklungsherausforderungen, Gelöst

Feature-Geschwindigkeit vs. Code-Qualität

Produkt will Features gestern. Engineering will ordentliches Review. Jemand verliert immer.

KI-Reviews sind sofort. Liefern Sie schnell UND halten Sie Qualität — keine Kompromisse mehr.

Wachsendes Team, inkonsistente Standards

Jeder neue Mitarbeiter bringt andere Gewohnheiten mit. Code-Muster divergieren. Technische Schulden häufen sich.

diffray setzt Ihre Standards bei jedem PR durch. Neue Mitarbeiter lernen durch konsistentes Feedback.

Produktionsvorfälle durch übersehene Bugs

Menschliche Reviewer übersehen Randfälle. Dieser P1 um 2 Uhr nachts kostet mehr als Prävention je würde.

11 spezialisierte Agenten fangen, was Menschen übersehen. Bugs sind günstiger vor dem Merge zu beheben.

Senior-Entwickler stecken im Review fest

Ihre besten Ingenieure verbringen 30%+ der Zeit mit PR-Reviews statt Architektur zu bauen.

KI übernimmt Routine-Reviews. Seniors fokussieren sich auf Design-Entscheidungen und Mentoring.

Passt zu Ihrem Workflow

diffray integriert sich in Ihren bestehenden Entwicklungs-Workflow. Einmal installieren, automatisch Reviews bei jedem PR erhalten.

GitHub

CI/CD-Pipelines

Slack-Benachrichtigungen

Benutzerdefinierte Webhooks

Reviews erscheinen als PR-Kommentare
Kein Kontextwechsel erforderlich
Funktioniert mit privaten Repos
Respektiert Branch-Schutzregeln

Setup in Sekunden

1
GitHub App installieren
2
Repositories auswählen
3
PR öffnen
4
KI-Review erhalten

SaaS FAQ

Bereit, Schneller zu Liefern?

Schließen Sie sich SaaS-Teams an, die diffray nutzen, um Qualitäts-Features mit Startup-Geschwindigkeit zu liefern.

100 kostenlose Reviews/Monat

Keine Kreditkarte erforderlich

Setup in Sekunden

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