
Token Dashboard
Internal tool · in developmentAn overview of how we work with AI: what we use, what it costs and on which days we are active. It helps most with long autonomous AI work we don’t sit in on, because it shows afterwards how it went and where something broke.
- Situation
- We let AI work on its own for hours, for example on a larger batch of tasks. When something then failed or cost more than it should, we couldn’t see where exactly it happened.
- What we did
- We built an overview that collects every AI run: usage, cost, active days, individual steps and what each one cost. It runs only on our machine, the data goes nowhere.
- Result
- After every longer job we see how it went and which spots need fixing. We fix them and on the next run see straight away whether it helped.

