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 protect e-commerce revenue?

diffray catches bugs in checkout flows, payment integrations, and cart logic before they reach production. A single checkout bug during peak shopping can cost thousands in lost sales — diffray prevents that.

Does diffray help with PCI compliance for e-commerce?

Yes. diffray's Security Agent checks for PCI-DSS requirements in payment code, including secure card handling, encryption standards, and proper API security for payment processors.

Can diffray review Shopify, Magento, or WooCommerce code?

Yes. diffray reviews any code in your GitHub repository, including custom themes, plugins, and integrations for major e-commerce platforms.

Protégez vos revenus

Revue de code e-commerce qui protège les ventes

Un bug de checkout pendant le Black Friday coûte plus que votre budget annuel d'outils. diffray détecte les bugs de panier, les problèmes de paiement et les vulnérabilités de sécurité avant qu'ils ne vous coûtent des ventes.

Shopify

WooCommerce

Magento

BigCommerce

Boutiques personnalisées

Headless commerce

Conçu pour le code e-commerce

11 agents IA comprennent les défis uniques du développement e-commerce.

Panier et checkout

Détectez les bugs de logique dans les calculs de panier, promotions et flux de checkout.

Erreurs de calcul de prix
Bugs de logique de coupons
Problèmes de synchronisation d'inventaire

Sécurité des paiements

Assurez-vous que les intégrations de paiement sont sécurisées et conformes PCI.

Conformité PCI-DSS
Gestion des tokens
Appels API sécurisés

Gestion des commandes

Validez la logique de traitement des commandes, fulfillment et suivi de statut.

Machines d'état de commandes
Déclencheurs de fulfillment
Logique de notifications

Données clients

Protégez les données personnelles des clients et prévenez l'exposition des données.

Gestion des PII
Stockage sécurisé
Contrôles d'accès

Risques de revenus évités

Chaque bug e-commerce a un prix. diffray les détecte avant qu'ils ne vous coûtent.

Bug de checkout le Black Friday

50 000$+ perdus en heures

diffray détecte les erreurs de logique checkout avant la production

Erreur de calcul de prix

Marges négatives sur les commandes

L'IA valide la logique de prix et l'empilement des promotions

Échec d'intégration de paiement

Pic de paniers abandonnés

L'agent de sécurité vérifie les patterns d'API de paiement

Violation de données clients

Procès, amendes, réputation

Scan continu de protection des PII

Prêt pour la haute saison

Black Friday, Cyber Monday, achats de fêtes — vos périodes les plus chargées ne peuvent pas se permettre de bugs. diffray garantit que votre code est prêt pour la production avant l'arrivée du trafic.