The era of “AI as text” is over. Execution is the new interface.
AI is shifting from prompt-response interactions to programmable execution. See how the GitHub Copilot SDK enables agentic workflows directly inside your applications.
Gwen Davis
Gwen Davis is a senior content strategist at GitHub, where she writes about developer experience, AI-powered workflows, and career growth in tech.
Posts by this author
Multi-agent workflows often fail. Here’s how to engineer ones that don’t.
Most multi-agent workflow failures come down to missing structure, not model capability. Learn the three engineering patterns that make agent systems reliable.
Speed is nothing without control: How to keep quality high in the AI era
AI can help you build faster than ever, but it can also produce bugs, issues, and problems. Use these strategies to keep your speed without losing control of your code.
The developer role is evolving. Here’s how to stay ahead.
AI is changing how software gets built. Explore the skills you need to keep up and stand out.
Junior developers aren’t obsolete: Here’s how to thrive in the age of AI
The role of junior developer is evolving. If you’re at this stage in your career, here’s how to keep up and stand out.
Vibe coding: Your roadmap to becoming an AI developer
Learn how to go from curious coder to AI wizard—with a little help from GitHub.
5 GitHub Actions every maintainer needs to know
With these actions, you can keep your open source projects organized, minimize repetitive and manual tasks, and focus more on writing code.
How to get in the flow while coding (and why it’s important)
Explore what flow state entails, its benefits, and three tips for reaching it the next time you code.
A developer’s guide to open source LLMs and generative AI
Open source generative AI projects are a great way to build new AI-powered features and apps.
Developer experience: What is it and why should you care?
Explore how investing in a better developer experience frees developers to do what matters most: building great software.
How empowering developers helps teams ship secure software faster
AppSec expert Niroshan Rajadurai says putting developers at the center of everything will enable you to meet your security goals.