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I Built Jira for AI Agents - Here's why your AI Coding Assistant needs its own project management
How-ToSystems

I Built Jira for AI Agents - Here's why your AI Coding Assistant needs its own project management

via Dev.torpostulart2d ago

Think about it. Your AI agent refactors code across 12 files, makes architectural decisions, tries three approaches before settling on one, and fixes a subtle race condition. Then it commits with the message "fix bug" and all that context is gone forever. We'd never accept this from a human developer. Why do we accept it from the tool that's increasingly writing most of our code? AI agents need their own project management I'm not talking about giving Claude a Jira API key. I'm talking about project management that's native to how agents work : plain files, git commits, and context windows. That's what I built. Claude Project Tracker is Jira for AI agents — a .project/ folder you drop into any repo where your AI agent creates its own tickets, documents every decision, maintains a wiki, and closes issues when done. No database. No SaaS. No monthly fee. Just files in git. What it looks like in practice You: "Fix the login timeout bug" Claude Code: → Creates PROJ-1: "Fix login timeout bug

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