AI Agent, Claude CLI and Linear, all working together.

Reddit r/ArtificialInteligence 06/05/26, 08:44 AM Tools

claude claude-cli linear automation devops ai-agent workflow

Summary

The author describes setting up Claude CLI on a Google Cloud VM to automatically review code and provide technical breakdowns in Linear tickets when tagged, reducing ticket completion time. They are working towards having Claude create pull requests end-to-end.

I set up a Claude CLI instance on a Google Cloud VM Instance, cloned all my project repos (we run a dev agency), and wired up webhooks to Linear. When a ticket gets tagged, the CLI automatically reviews the relevant repo, understands what needs to be done, and drops a detailed technical breakdown right into the ticket. It's cut ticket completion time because devs now have way more context to feed into Claude Code or Cursor and just start building. Next step: I'm trying to get Claude to actually create working PRs based on that evaluation and knock out the whole ticket end-to-end. Still figuring out if the loop can fully close. Has anyone worked on a system like this? Would love to hear your approach.

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