Improving token efficiency in GitHub Agentic Workflows
Agentic workflows that run on every pull request can quietly accumulate large API bills. Here's how we instrumented our own production workflows, found the inefficiencies, and built agents to fix them.
GitHub Copilot: Meet the new coding agent
GitHub introduces an asynchronous coding agent that takes GitHub issues, spins up a secure dev environment via GitHub Actions, writes code, runs tests, and opens draft pull requests — excelling at low-to-medium complexity tasks in well-tested codebases.
Improving token efficiency in GitHub Agentic Workflows
Agentic workflows that run on every pull request can quietly accumulate large API bills. Here's how we instrumented our own production workflows, found the inefficiencies, and built agents to fix them.
GitHub Copilot: Meet the new coding agent
GitHub introduces an asynchronous coding agent that takes GitHub issues, spins up a secure dev environment via GitHub Actions, writes code, runs tests, and opens draft pull requests — excelling at low-to-medium complexity tasks in well-tested codebases.