"You'll see every one of the 16 steps and 120 messages per task," says founder

gabriel1 · x · 2026-10-27

In a follow-up to his bottom-up restructuring thesis, Gabriel sketches what AI-enabled organizational transparency looks like: you'll be able to follow a task from input to output through every team member — seeing all 16 steps, 30 back-and-forths, 4 separate tickets, and 120 messages per task.

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