# Ebooks & Whitepapers Browse our collection of Ebooks and Whitepapers for valuable industry knowledge, trends, and strategies to help you stay ahead and make informed decisions. --- ### [GitHub recognized as a Leader by 2026 Gartner® Magic Quadrant™ for Enterprise AI Coding Agents](https://github.com/resources/whitepapers/gartner-magic-quadrant-for-enterprise-ai-coding-agents) Learn why Gartner positioned GitHub as a Leader in the Magic Quadrant™ for Enterprise AI Coding Agents for the third year in a row — and highest in Ability to Execute. --- ### [How to bolster security to keep pace with AI-driven development](https://github.com/resources/whitepapers/how-to-secure-software-delivery-in-the-age-of-ai) Learn how leading security and engineering teams are closing the gap between vulnerabilities found and vulnerabilities fixed without slowing delivery, plus practical strategies for navigating AI development at scale. --- ### [How to orchestrate AI agents](https://github.com/resources/whitepapers/how-to-orchestrate-ai-agents) AI agents are shifting from synchronous support tools to autonomous contributors that can refactor code, generate tests, and run maintenance work asynchronously. But once teams adopt parallel, multi-agent workflows, constraints change: preventing drift, duplicated effort, merge conflicts, and inconsistent architectural decisions becomes the real work. --- ### [Run high-impact hackathons with GitHub Copilot](https://github.com/resources/whitepapers/github-copilot-hackathon-playbook) Plan and run internal hackathons that deliver real outcomes. This playbook gives you a clear, step-by-step framework to help your teams build useful projects, learn faster, and drive innovation with GitHub Copilot. --- ### [Making AI work at scale for Engineering teams](https://github.com/resources/whitepapers/making-ai-work-at-scale-for-engineering-teams) Why a unified platform outperforms fragmented tools --- ### [AI-driven application modernization](https://github.com/resources/whitepapers/ai-driven-application-modernization) Rewrite your modernization approach, not your code --- ### [How to Capture AI-Driven Productivity Gains Across the SDLC](https://github.com/resources/whitepapers/how-to-capture-ai-driven-productivity-gains-across-the-sdlc) Discover the Gartner® roadmap for achieving 25% to 30% productivity gains by applying AI across the entire software development lifecycle. --- ### [GitHub recognized as a Leader in the Gartner® Magic Quadrant™ for AI Code Assistants](https://github.com/resources/whitepapers/gartner-magic-quadrant-and-critical-capabilities-for-ai-code-assistants) Learn why Gartner positioned GitHub as a Leader for the second year in a row—highest and furthest in both Ability to Execute and Completeness of Vision. --- ### [Balancing Innovation with Governance: A Roadmap for AI-Powered Government](https://github.com/resources/whitepapers/solutions-for-government) This whitepaper provides a clear roadmap for navigating this new landscape, showing how GitHub’s AI-powered platform can empower your teams and strengthen governance. --- ### [Agentic AI, Security, and DevOps: Meet GitHub](https://github.com/resources/whitepapers/agentic-ai-security-and-devops) Explore strategies on how to use GitHub tools to help your teams be more productive, efficient, and happy at work. --- ### [Unlock 376% ROI with GitHub Enterprise Cloud](https://github.com/resources/whitepapers/forrester) Read the full Forrester TEI study and use the interactive ROI calculator to model results for your organization. --- ### [Turn developer workflows into a security powerhouse with GitHub](https://github.com/resources/whitepapers/forrester-industry-spotlight-github-advanced-security) The Forrester Industry Spotlight on GitHub Advanced Security shows how enterprises achieve measurable gains in security efficiency, risk reduction, and developer productivity.