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github articles technical guides developer insights best practices github skip to content navigation menu toggle navigation sign in platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all industries view all solutions resources explore by topic ai software development devops 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quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message github articles filters 1 open filters topic topic ai software development security devops clear all apply what is static application security testing sast sast enables developers to uncover security threats earlier in the development process thereby safeguarding an application s successful deployment learn more what is software composition analysis sca discover how software composition analysis sca tools improve the security quality and efficiency of your open source software learn more what is risk based vulnerability management rbvm discover how risk based vulnerability management rbvm helps organizations focus on the most critical security risks to optimize protection and allocate resources effectively learn more what is a data breach discover how data breaches occur their impact on businesses and the industries most at risk learn about common attack methods and tools and best practices for securing sensitive data learn more what is a software bill of materials sbom software is built in layers an sbom shows what s inside so you can secure it learn more what is aiops ai for it operations aiops uses ai to help it teams reduce downtime and scale operations learn more what is application modernization boost performance strengthen security and help developers ship faster by modernizing legacy systems learn more what is vulnerability scanning vulnerability scanning is a proactive security assessment process that s used to identify security weaknesses and vulnerabilities within software applications networks or systems vulnerability scanners are software applications that automatically scan and assess various aspects of systems devices code configurations and dependencies connected to a network as well as operating systems running on those devices and related attributes like user accounts and permissions services and open ports learn more what is threat modeling threat modeling is a structured approach to identifying analyzing and mitigating security risks in software applications and it systems before they become vulnerabilities learn more what is software supply chain security learn how software supply chain security helps organizations protect the safety reliability and integrity of their software supply chains from cybersecurity threats learn more what is shift left shift left is a pivotal practice in software development that reduces costs drives efficiency and strengthens application security across the software development lifecycle discover how this approach helps teams find and fix software issues early accelerating development and improving software quality learn more what is security testing read this guide to learn about the types of security testing along with best practices and trends for greater software security you ll explore the role of automated security testing tools including ai powered tools and see the importance of incorporating security testing into every phase of software development learn more previous 1 2 next site wide links the developer newsletter get tips technical guides and best practices twice a month right in your inbox subscribe platform features enterprise copilot ai security pricing team resources roadmap compare github ecosystem developer api partners education github cli github desktop github mobile github marketplace mcp registry support docs community forum professional services premium support skills status contact github what is git sitemap company about why github customer stories blog the readme project careers newsroom inclusion social impact shop 2026 github inc terms privacy manage cookies do not share my personal 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