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.

Quels risques de migration de base de données diffray détecte-t-il ?

Les opérations de verrouillage sur les grandes tables, les index manquants avant l'ajout de clés étrangères, les opérations destructives sans backups, les migrations non réversibles sans scripts de rollback, et les requêtes qui pourraient timeout pendant le déploiement.

Fonctionne-t-il avec mon ORM/outil de migration ?

diffray analyse les fichiers de migration quel que soit l'outil — Prisma, TypeORM, Knex, Rails migrations, Django migrations, Alembic, Flyway et SQL pur. Les patterns qu'il détecte sont universels.

Peut-il prévenir les verrouillages de tables pendant les déploiements ?

Oui. Il signale les opérations qui verrouillent les tables — ajout de colonnes avec valeurs par défaut sur grandes tables, création d'index sans CONCURRENTLY, et longues transformations de données qui devraient être par lots.

Comment assure-t-il la sécurité du rollback ?

diffray vérifie que chaque migration a une migration rollback/down correspondante. Il signale aussi les opérations qui ne peuvent pas être facilement annulées, comme la suppression de colonnes ou tables.

Pour les équipes qui déploient des changements de base

Migrations de Base
Sans la Peur

Une mauvaise migration peut faire tomber la production. diffray détecte les queries bloquantes, les risques de perte de données et les rollbacks manquants avant le déploiement.

Prisma

TypeORM

Knex

Sequelize

Rails Migrations

Django Migrations

Essai Gratuit

Migrations Qui Cassent la Production

Elles passent la code review. Pas diffray.

Verrouillage de Table

ALTER TABLE sur grandes tables
Ajout de colonnes avec défauts
Création d'index sans CONCURRENTLY

→ Base verrouillée, app inutilisable

Perte de Données

DROP COLUMN sans backup
Changement de types de colonnes
Truncate des tables

→ Données perdues à jamais

Exécution Longue

Backfill de millions de lignes
Transformations de données complexes
Reconstruction d'index

→ Timeout de déploiement, état partiel

Pas de Rollback

Migration down manquante
Opérations irréversibles
Changements dépendants des données

→ Impossible d'annuler si problème

Checklist de Sécurité Automatique

Chaque migration reçoit un audit complet

Script de rollback existe

Pas d'opérations de verrouillage

Opérations sur grandes tables utilisent batching

Création d'index est concurrente

Pas d'opérations destructives

Clé étrangère a un index

Ce Que Nous Détectons

Opérations Bloquantes

ALTER TABLE, création d'index et autres opérations qui verrouillent les tables

Sécurité des Données

Suppression de colonnes, changements de type et opérations risquant la perte de données

Sécurité du Rollback

Migrations down manquantes, opérations irréversibles, risques de déploiement

FAQ

Migrez en Sécurité.
Dormez Tranquille.

Ne vous réveillez plus jamais avec "la migration a verrouillé la table users".