HandoffLab
A library of jobs to hand off

Hand the boring work to AI. Know what it costs and where it breaks.

Each page covers one real job: what starts it, what the AI does, where you check its work, what a run is likely to cost and what has gone wrong for people before.

The library

What you get on every page

A human checkpoint

Where you stay in charge, and when it is safe to let go.

A cost you can change

An estimator with your own volume and prices, so the number is yours.

A list of failures

What can go wrong in that job, so you can test for it first.

Honest status

These ten pages are researched from published guidance and common practice. We have not yet run any of them ourselves, and each page says so. When we test a job, its badge changes and we publish what the run cost and what broke.

The weekly handoff

One job a week. What it does, what it costs, where it breaks.