"Working directly with these agents in GitHub and VS Code, users can do the following, according to GitHub: Explore trade-offs earlyby running agents in parallel to surface competing approaches and edge cases before code hardens. Keep context attached to the work, with agents operating inside the user's repository, issues, and pull requests instead of starting from stateless prompts. Avoid new review processes, with agent-generated changes showing up as draft pull requests and comments, reviewed the same way a user would review a teammate's work."
"with agents operating inside the user's repository, issues, and pull requests instead of starting from stateless prompts. Avoid new review processes, with agent-generated changes showing up as draft pull requests and comments, reviewed the same way a user would review a teammate's work. GitHub's Agent HQ also lets users compare how different agents approach the same problem, GitHub said. Developers can assign multiple agents to a task, and see how Copilot, Claude, and Codex reason about trade-offs and arrive at different solutions."
Agents running directly in GitHub and VS Code let users explore multiple approaches early by running agents in parallel to surface competing approaches and edge cases before code hardens. Agents operate inside the user’s repository, issues, and pull requests so context stays attached to the work rather than starting from stateless prompts. Agent-generated changes appear as draft pull requests and comments so teams can use existing review workflows without introducing new processes. Agent HQ enables assigning multiple agents to the same task and comparing how Copilot, Claude, and Codex reason about trade-offs and arrive at different solutions.
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