Core Architecture
Mesrai AI is built on a modern, enterprise-grade architecture designed to deliver intelligent code reviews at scale. Our platform seamlessly integrates with your existing workflow while providing deep, context-aware analysis.
How It Works
Mesrai follows a streamlined review process that delivers actionable insights within seconds of opening a pull request.
The Review Process
- Connect — Install the Mesrai GitHub App on your repositories
- Open a PR — Create a pull request as you normally would
- Automatic Analysis — Mesrai instantly analyzes your changes
- Get Feedback — Receive intelligent, actionable review comments
Multi-Agent Review System
Mesrai uses specialized AI agents that work together to provide comprehensive code reviews from multiple perspectives.
What We Analyze
| Focus Area | What You Get |
|---|---|
| Security | Vulnerability detection, secrets scanning, auth issues |
| Code Quality | Complexity analysis, maintainability suggestions |
| Architecture | Design patterns, dependency analysis, SOLID principles |
| Best Practices | Language-specific recommendations, performance tips |
Each review is tailored to your codebase context, ensuring relevant and actionable feedback.
Intelligent Context Awareness
Unlike simple pattern matching tools, Mesrai understands your entire codebase to provide contextually relevant reviews.
What Makes Us Different
- Full Codebase Understanding — We analyze your entire repository, not just the diff
- Historical Context — Learn from your team’s patterns and preferences
- Cross-File Analysis — Understand how changes impact related code
- Language Intelligence — Deep understanding of language-specific patterns
Supported Languages
Mesrai provides deep semantic analysis for all major programming languages:
| Language | Analysis Depth |
|---|---|
| TypeScript / JavaScript | Full AST analysis, type checking |
| Python | PEP compliance, type hints, patterns |
| Java | Design patterns, Spring/Maven support |
| Go | Idiomatic Go, concurrency patterns |
| Ruby | Rails conventions, gem analysis |
| C# / .NET | .NET patterns, async analysis |
| And more… | 20+ languages supported |
Review Quality
Every review goes through multiple quality checks to ensure you receive only actionable, high-value feedback.
Our Quality Promise
What you can expect:
- No false positives or noisy alerts
- Actionable suggestions with code examples
- Context-aware recommendations
- Consistent review quality across your team
Review Verdicts
| Verdict | What It Means |
|---|---|
| Approved | Your code looks great, no issues found |
| Suggestions | Optional improvements to consider |
| Changes Requested | Important issues that should be addressed |
Enterprise Ready
Mesrai is built for teams of all sizes, from startups to large enterprises.
Security & Privacy
- Zero Code Storage — Your code is never stored after analysis
- Sandbox Processing — Code analyzed in isolated environments
- Encryption — All data encrypted in transit (TLS 1.3)
- Access Control — Fine-grained permissions via GitHub OAuth
Scalability
- Handle thousands of PRs per day
- Consistent performance at any scale
- 99.9% uptime SLA for enterprise plans
Integration
Mesrai integrates seamlessly with your existing development workflow.
GitHub Integration
| Feature | Description |
|---|---|
| PR Comments | Inline suggestions on your code |
| Check Runs | CI/CD status integration |
| Auto-Review | Automatic reviews on every PR |
| Chat Commands | Interact with Mesrai in PR comments |
Coming Soon
- GitLab Integration
- Bitbucket Integration
- Azure DevOps Integration
Configuration
Customize Mesrai to match your team’s standards and preferences via the Mesrai Dashboard:
- Go to Settings → Select your repository
- Configure review options
What You Can Configure
- Review focus areas and severity levels
- File and folder exclusions
- Custom rules and patterns
- Team-specific preferences
- Notification settings
Getting Started
Ready to experience intelligent code reviews?
- Quick Start Guide — Get up and running in minutes
- Installation — Step-by-step setup instructions
- Configuration — Customize Mesrai for your team
- GitHub Integration — Connect your repositories
Questions? Check out our FAQ or contact our team for help.