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Turn new Jira tickets into CloudCLI AI coding sessions with Claude Code

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Turn new Jira tickets into CloudCLI AI coding sessions with Claude Code preview
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Overview

Turn new Jira tickets into automated AI coding sessions. When a ticket is created, this workflow runs an AI coding agent (Claude Code, Cursor CLI, or Codex) on the task inside a CloudCLI cloud dev environment and posts the results and the links to continue the AI coding session from mobile or an IDE, back to Jira.

How it works

  1. A Jira trigger fires when a new issue is created.
  2. The ticket summary and description are composed into a prompt for the AI coding agent.
  3. CloudCLI runs the agent inside an isolated cloud container.
  4. The agent's output, VS Code and Cursor deep links, and an SSH resume command are posted back to Jira as a comment.

Reviewers can open the environment in their preferred IDE or SSH in and run claude -r to resume the session from terminal.

Set up steps

  1. Install the CloudCLI verified community node from the n8n nodes panel.
  2. Connect your Jira Cloud and CloudCLI API credentials.
  3. Select your target environment in the "Get Environment Details" node.
  4. Customize the prompt template in "Compose Agent Prompt" to match your codebase.

Requirements

Jira Cloud account CloudCLI account with API key (cloudcli.ai) A running CloudCLI environment with your repo cloned AI provider API key configured in your CloudCLI dashboard (e.g. Anthropic for Claude Code)

How to customize

  • Add an IF node to filter by label (e.g. auto-code) or issue type.
  • Enable "Create Pull Request" in the agent's options to auto-open a PR.
  • Add a Slack node to notify your team when the agent completes.
  • Replace the Jira trigger with Linear, GitHub Issues, or Asana.