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topic ai software development security devops clear all apply what are generative ai models learn how generative ai models help businesses succeed learn more what is agentic ai discover how agentic ai helps software development teams increase productivity and focus on more strategic tasks learn more what are ai agents ai agents transform software development by automating workflows and enhancing security explore the different types of ai agents and get a glimpse into the future of ai in development and security learn more what is unsupervised learning unsupervised learning finds patterns in unlabeled data making sense of complex datasets learn more what is open source ai open source ai offers more control clarity and room to build the way you want learn more what are ai models learn how ai models work and how they can help your org learn more ai in software development learn how ai supports every stage of software development and why it s a powerful coding partner for developers learn more ai code reviews code quality and security are paramount in software development which is why code reviews are such an important step in the development lifecycle this step can be be time consuming and tedious until now learn more what is natural language processing nlp learn what natural language processing nlp is and why it s becoming an indispensable technology for developers learn more machine learning ml in software development discover how machine learning ml is used in software development to optimize workflows and improve user experiences gain insights from real world examples learn how developers are integrating ml models into existing pipelines and explore the future potential of ml in software development learn more what is ai code generation ai code generation uses machine learning models to write code from input that describes what the code should do and the models provide context based code suggestions along the way ai generated code isn t always perfect but it often gives developers a suitable starting point for writing code quickly and efficiently learn more ai coding tools for beginner and expert coders how beginner and expert coders use ai coding tools to code faster and ship great software 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 inclusion social impact shop 2026 github inc terms privacy manage cookies do not share my personal information github on linkedin github on instagram github on youtube github on x github on tiktok github on 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