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GitHub’s "Agent HQ" Signals the Next Phase: Multi-Agent Development

GitHub is framing AI as a team of agents: planner, implementer, tester, reviewer—coordinated from one hub.

5 min read Updated 2025

Agent HQ hints at a future where teams orchestrate multiple agents, compare drafts, and harden review gates.

  1. Task intake: issue + repo context.
  2. Planner agent proposes steps.
  3. Implementer edits code.
  4. Test runner executes suites.
  5. Reviewer checks diff + security.
  6. Human approves & merges.

Trust levers: automated checks, test evidence, and security scans wired into the loop.

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