[POG-Task-04] # From Task Executor to POG Task: A Gravity Experiment on Context

Act I: The Shift in Readership It all starts with a core question: "Who is reading the Task?" For the past 15 years, tools like Jira, Trello, and Monday.com have dominated the world of project management. The design assumption of these tools was very clear: the reader of the task ticket is a human (PM, Engineer, QA). To please humans, these tools feature flashy interfaces, full of drag-and-drop interactions and rich visual feedback. But now (2024-2026), we are facing a historic turning point: the reader of the task ticket has changed. The new readers are no longer humans sitting in front of screens, but AI Agents (Copilot, Cursor, ChatGPT, Devin). These new readers have completely different characteristics: Cannot understand GUI : They don't care where the buttons are. Need structured text : They crave deterministic formats like JSON, YAML, and Markdown. Extremely dependent on Context : This is the most critical point. This shift explains why text-based management is making a strong co