
Teach Your Agent to Ask for Help
Full autonomy is the wrong goal. The best agents know exactly when to stop and hand the decision back to you.

Full autonomy is the wrong goal. The best agents know exactly when to stop and hand the decision back to you.

You can bound what an agent touches and measure when it fails. Neither one saves you if the mistake it makes cannot be taken back.

A passing test and a working workflow are not the same thing. The gap between them is where production breaks.

The next reliable AI workflow starts with deciding what the agent is allowed to touch.

The best AI work happens when delegation is repeatable, visible, and bounded.

The new security bottleneck is triage, patching, and judgment.

Computer use turns AI coding from text generation into software operation.

AI did not make me obsolete. It moved my job up the stack.

Solo building is a superpower. But superpowers have side effects.

AI can build anything. The hard part is getting anyone to care.

AI made execution cheap. The scarce resource now is knowing what to build.

The most expensive part of building used to be people. AI just zeroed out that line item.

As AI-generated code floods production, the security bills are starting to come due

What Actually Has 10x Impact

Billion-dollar companies still ship interfaces from 2003. The tools to fix that now cost $0 and take minutes.

AI didn't just lower the barrier to entry. It removed it entirely.

A year of working alongside AI teammates reshaped how I think about building software

What happens when you hand off a real task to an AI teammate

5 Lessons to Drive Your Promotions

And How It Can Save Your Sanity