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How Should Teams Coordinate Multiple AI Agents?

famillytree
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September 8, 2026

As AI agents become part of development and delivery workflows, I’m wondering how teams should coordinate several agents working on different tasks at the same time.

A useful multi-agent collaboration platform would ideally provide:

  • Shared project context
  • Clear ownership of tasks
  • Multiple agents working in parallel
  • Visibility into each agent’s progress
  • Human review before important decisions

I’ve been exploring Sharkly.ai, which takes an interesting approach by bringing multiple AI agents into a shared team workflow instead of treating each agent as a separate assistant.

With Jira Align already focused on coordinating work across teams, programs, and portfolios, I’m curious how others see multi-agent collaboration fitting into that model.

Would you treat AI agents as project participants with their own responsibilities, or keep them behind the scenes as automation?

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