The tools we use to optimize our workflows including API-level observability, automated auditing workflows, MCP tool pruning, and CLI substitution are all available today in the GitHub Agentic Workflows framework. Another upcoming optimization is refactoring monolithic agents into teams of subagents using smaller and cheaper models. The next step is to move from workflow-level optimization to system-level optimization. A workflow run is not really one flat sequence of API calls. It is a chain of episodes: short phases of work like gathering context, reading artifacts, retrying after a failure,
Improving token efficiency in GitHub Agentic Workflows…Here’s how we instrumented our own production workflows, found the inefficiencies, and built agents to fix them. AI & ML Agent pull requests are everywhere. Here’s how to review them. A…
…Here’s how we instrumented our own production workflows, found the inefficiencies, and built agents to fix them. AI & ML Agent pull requests are everywhere. Here’s how to review them. A…
…Here’s how we instrumented our own production workflows, found the inefficiencies, and built agents to fix them. AI & ML Agent pull requests are everywhere. Here’s how to review them. A…
…Building personal apps with open source and AI Hear about the personal tools we use to improve our workflows (and how to get started building your own) on this episode of the…
…AI responses, plus access to features like /delegate , GitHub Code Search, and the GitHub MCP server. See Unauthenticated use for more information. What you need to know Your model must support tool…
…We welcome AI in security research We want to be explicit about this: we have no problem with researchers using AI tools. AI is a force multiplier, and we expect it to…
…You’ll have full control over what you spend, tools to track your usage, and the option to purchase more AI Credits if and when you need them. If you have questions…
…Build an agent into any app with the GitHub Copilot SDK Now in technical preview, the GitHub Copilot SDK can plan, invoke tools, edit files, and run commands as a programmable layer…
From maintaining our robust CI/CD tooling to scaling our databases and ensuring our tools are kept up-to-date, maintaining the infrastructure of the world’s leading AI-powered developer platform…
Stay ahead in your educational journey with insights into the latest tools and features available through GitHub Education. Discover opportunities to participate in GitHub Campus programs and connect with a global community…