GitHub business insights
Stop treating your AI coding tool like a toy
Getting real value out of AI coding tools requires building systems around them.
The fix arrives with the finding
GitHub Code Quality is generally available, turning quality issues into developer-ready fixes in the pull request and enforcing your standard at merge
From code completions to agents: what AI adoption is really worth
Across engaged Copilot Business and Enterprise users, 62.1% are still primarily engaging with code completions, rather than agentic capabilities.
GitHub's Agentic Engineering System
Code generation is getting easier, but delivering customer value requires more than just volume. It requires a system.
GitHub for Leaders: How Docusign scaled AI adoption with champions
How Docusign reached 95% Copilot adoption—and 60% AI-assisted code—in just six months.
GitHub for Leaders: Climbing the agentic ladder from assistance to orchestration
How Visma’s developers moved from AI assistance to agentic supervision, delegation, and beyond.
Turn engineering knowledge into a scalable advantage with AI agents
While AI in software development is often seen as a tool for code generation, a more holistic approach can unlock its full transformative potential across the entire engineering system.