DeepSource
AI code review with sub-5% false positive rate
About DeepSource
DeepSource is an AI code review and static analysis platform that automatically finds and fixes bugs, anti-patterns, performance issues, and security flaws with a guaranteed sub-5% false positive rate.
Pros & Cons
Pros
- Sub-5% false positive rate keeps signal-to-noise ratio high
- AI review engine catches issues beyond traditional static analysis
- Autofix resolves common issues automatically
- Self-hosted option for data sovereignty
Cons
- Free plan being deprecated in favor of Open Source plan
- Per-seat pricing can add up for larger teams
- Language coverage narrower than SonarQube
Key Features
AI Code Review
AI engine runs alongside static analysis on every PR for novel issue detection
Static Analysis
Fast analyzers with guaranteed sub-5% false positive rate
Autofix
Automated issue remediation with one-click fix suggestions
Secrets Detection
Detects secrets for 30+ services before they ship to production
Code Coverage
Integrated code coverage tracking and reporting
Security Reporting
OWASP Top 10, SANS Top 25 compliance reporting
Self-Hosted Option
One-click installation for on-premise deployment
Multi-Platform
GitHub, GitLab, and Bitbucket integration
Pricing
- Static analysis for OSS projects
- Unlimited PRs
- AI code review
- Autofix
- Secrets detection
- Code coverage
- Priority support
- Self-hosted
- SSO/SAML
- Audit logging
- Dedicated support
Best For
Automated Code Review
Teams wanting AI-powered review on every pull request
Code Quality Enforcement
Maintaining code quality standards across repositories
Security Scanning
Catching security issues and secrets before deployment