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For example, an engineer can identify if a design pattern, like the Factory pattern, is being used excessively or inappropriately in a codebase. DATEV, one of Europe\u2019s largest IT providers, uses static code analysis to ensure high-quality code while porting legacy systems to modern platforms. A static code analysis tool analyzes code without executing it and identifies potential bugs, security vulnerabilities, and style issues. More than 15,000 organizations rely on Codacy to review their pull requests against pre-defined quality, security, and AI coding standards.<\/p>\n<\/p>\n