From Chatbots to Task Management: My AI Planning Journey in Three Months

Three months ago, my entire task-management system was a chat window I'd lose when the tab closed. Today it's a Postgres backlog that three different coding agents — Claude Code, Codex, Grok — pull work off autonomously, stamp with attribution, and close against git history. I never decided to build

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