Static analysis tools like PHPStan and Psalm can find bugs in PHP code within seconds by analyzing code without executing it. PHPStan performs static analysis to detect errors in code syntax and functionality. It has different configuration levels and plugins. Psalm is also a PHP static analysis tool that can lint code, support grandfathering in old code, and add new features to help find bugs.