AI is a failure. There, I said it. But probably not for the reasons you think.

Software development is shifting from human-first autocomplete to autonomous AI agents that plan, code, test, and deploy - here’s how the next three years will reshape how we build software.

Learn how to create custom GitHub Copilot agents from scratch. This practical guide walks you through everything from understanding the differences between prompts, instructions, and agents to building your first custom agent.

GitHub’s Engineering System Success Playbook reveals how treating engineering as an interconnected system—not a collection of siloed metrics—leads to sustainable improvements in quality, velocity, and developer happiness.