Glossary term
Glossary term
Agentic Systems
AI capability to automatically identify bugs, security vulnerabilities, style issues, and improvements in submitted code.
GitHub Copilot Code Review (2024) provides AI pull-request reviews, identifying 12 categories of issues including security vulnerabilities, logic errors, and performance problems - reducing review turnaround from 4 hours to 20 minutes at Adobe.
SonarQube's AI Code Assurance integrates LLM-based code review to detect OWASP Top 10 vulnerabilities, hardcoded secrets, and SQL injection patterns, blocking merges when critical issues are found in CI/CD pipelines.
CodeRabbit.ai provides automated AI code review comments on GitHub and GitLab pull requests - used by 50,000+ repositories to generate contextual improvement suggestions, reducing code-review burden on senior engineers by 40%.