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.

Does diffray help with PCI-DSS compliance?

Yes. diffray's Security Agent specifically checks for PCI-DSS requirements including secure data handling, encryption standards, and authentication best practices.

Can diffray detect payment processing vulnerabilities?

Yes. diffray scans for common payment vulnerabilities including insecure API calls, hardcoded credentials, SQL injection in transaction logic, and improper error handling that could leak sensitive data.

Is diffray secure enough for financial applications?

diffray is designed for security-sensitive industries. Code is processed securely, never stored permanently, and we offer enterprise options with additional security controls.

Financial-Grade Security

Secure Code Review for Fintech

Your payment systems handle millions in transactions. diffray catches security vulnerabilities, ensures PCI-DSS compliance, and protects customer financial data — automatically on every PR.

PCI-DSSPayment Card Industry Data Security Standard

SOXSarbanes-Oxley Act compliance

GDPREU data protection requirements

SOC 2Service Organization Control

Financial Security, Automated

11 AI agents work together to catch vulnerabilities specific to financial applications.

Payment Security

Detect insecure payment flows, hardcoded credentials, and improper PAN handling.

PCI-DSS violations
Insecure API calls
Token exposure risks

Data Protection

Ensure sensitive financial data is encrypted at rest and in transit.

Encryption standards
Secure storage patterns
Data masking

Authentication & Authorization

Validate auth flows, session management, and access control patterns.

JWT validation
Session security
RBAC enforcement

Vulnerability Detection

Catch OWASP Top 10 vulnerabilities before they reach production.

SQL injection
XSS attacks
CSRF protection

Built for Fintech Challenges

Regulatory pressure is constant

PCI-DSS audits, SOX compliance, state regulations — one vulnerability can mean millions in fines.

diffray's Security Agent checks every PR against compliance requirements automatically.

Security can't slow down shipping

Manual security reviews create bottlenecks. Features wait days for security sign-off.

AI reviews complete in minutes, not days. Security feedback is instant, not blocking.

Junior devs don't know financial security

Not everyone understands PCI-DSS. Insecure patterns slip through human review.

diffray teaches security best practices through consistent, educational feedback.

Custom Rules for Your Compliance

Define rules specific to your regulatory requirements. Enforce PCI-DSS patterns, prevent insecure payment flows, and ensure consistent security practices.

Enforce encryption for all PAN data
Require audit logging on transactions
Block hardcoded credentials patterns
Validate secure API authentication

.diffray/rules/pci-dss.yaml

rules:
  - id: pci_encrypt_pan
    agent: security
    title: PAN must be encrypted
    description: Credit card numbers must use
      approved encryption methods
    importance: 10
    match:
      file_glob:
        - '**/payment/**/*.ts'
        - '**/transaction/**/*.ts'
    checklist:
      - Verify PAN is never stored in plaintext
      - Check AES-256 or stronger encryption
      - Ensure encryption keys are managed securely
    tags:
      - pci-dss
      - critical
      - payment

Fintech Security FAQ

Secure Your Financial Code

Join fintech teams using diffray to ship secure payment systems with confidence.

PCI-DSS checks

Secrets detection

Custom compliance rules

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