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 TruffleHog scan git history?

Yes. TruffleHog can scan the entire git history to find secrets that were committed and later removed. This catches credentials that might still be valid even if deleted from the current codebase.

How does diffray reduce false positives?

TruffleHog uses entropy analysis and pattern matching for initial detection. diffray then applies AI validation to verify findings, check if secrets are actually used, and filter out test data or examples.

Is TruffleHog included in all diffray plans?

Yes. TruffleHog secrets detection is included in all diffray plans, including the free tier. There are no additional costs for security scanning.

Included in all plans

Secrets Detection with TruffleHog

Find exposed API keys, passwords, and credentials in every PR. 700+ detector types with near-zero false positives.

700+

Secret types

<1%

False positive rate

100%

Git history

Start Scanning Free Security Overview

How TruffleHog Protects Your Code

700+ Secret Types

Detect AWS keys, GitHub tokens, Stripe keys, database credentials, private keys, and hundreds more.

Git History Scanning

Find secrets that were committed and later removed. Catches credentials that might still be valid.

Near-Zero False Positives

Purpose-built detectors with entropy analysis and pattern matching for high accuracy.

AI Validation

diffray AI layer verifies findings, checks if secrets are actually used, filters test data.

Pre-Commit Prevention

Block secrets before they're committed. Integrate with CI/CD pipelines.

Instant Alerts

Get notified immediately when secrets are detected. Inline PR comments with remediation steps.

What We Detect

Cloud Providers

AWS Access Keys
GCP Service Accounts
Azure Credentials

Version Control

GitHub Tokens
GitLab PATs
Bitbucket Keys

Payment

Stripe API Keys
PayPal Credentials
Square Tokens

Databases

MongoDB URIs
PostgreSQL Passwords
Redis Auth

Communication

Slack Tokens
Discord Webhooks
Twilio Auth

Certificates

Private Keys
SSL Certificates
SSH Keys

And 650+ more secret types...

Frequently Asked Questions

Complete Security Coverage

TruffleHog is part of diffray's security toolkit. Combine it with Semgrep for comprehensive protection.

Semgrep Integration

Static analysis with 2,000+ security rules covering OWASP Top 10, injection attacks, and more.

All Security Tools

Learn how diffray combines AI with security tools for comprehensive vulnerability detection.

Stop Leaking Secrets

TruffleHog is included in all diffray plans. Start scanning your PRs for free.

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