When an agent takes over the labor, the same change lands as a win for one person and a loss for another, and the loss is now measurable. This essay looks at what decides which one a person gets, and why relocating your identity from the task itself to what survives it is what converts the loss into gain.
AI adoption already happened in most organizations, so the real risk moved from the people who won't start to the ones who won't wait, the sprinters. This essay argues you can't govern that fast tail with a communication plan, only by putting the practice into the substrate the agents actually run on.
Experts increasingly put their discernment into designing and validating the systems agents run, not into the work itself. This essay asks where the next generation of experts will develop that discernment, now that agents do the formative work people used to learn on.
Senior leaders often feel an itch to sit down one-on-one with someone well below them on the chart. This essay treats that itch as a signal pointing at a specific problem, not a meeting to schedule before you know which one.
A new model made every other agent Ed runs better too, and the credit belonged to the setup around them, not the model itself. This essay asks how much of the coaching craft actually transfers to agents, and where improvement still has to be built by hand.
None of the code here gets written by hand anymore: agents write every line, and the job left is pointing the work and judging what comes back. Comprehension debt is the gap between what a system actually is and what anyone can still account for, a debt that can be managed but never fully paid down.
Agents never sleep, so work in progress no longer has the natural ceiling that human labor used to put on it. This essay borrows the oldest idea in kanban, limiting work in progress, and applies it to the one constraint that never got faster: human attention.
Approving every move an agent makes feels responsible, until the approver becomes the bottleneck. This essay reframes human-in-the-loop as a coaching relationship, where agents earn autonomy the way people do, instead of a gate every action has to clear.
A leader goes quiet under bad news, and people often read that as composure. More often it's broicism: real anxiety held rather than examined, tending to leak out sideways onto whoever is standing closest.
An ordinary bug burned through millions of tokens in a day. The spend cap that finally stopped it was only the smoke alarm. The real fix was the sprinkler system underneath.