Experiments with the clock visible.

From narrow workflow to working tool: scope, protocol choices, and the parts that took longer than expected.

Comparing models on one repeatable business task instead of a synthetic leaderboard.

A fixed-time experiment in replacing handoffs without creating a maintenance trap.

Ideas that did not survive contact with constraints—and the reusable lesson each left behind.