Guides
Guide: Check How Many Times AI Was Re-prompted
A lightweight retry check for following one AI task from first call to accepted outcome. Pick one repeatable AI tasK but don't attempt to audit the whole stack.
AI FinOps
AI FinOps
Quiz: AI Retry Loop Tax - How Much Re-prompting Is Going On?
A quick quiz about failed outputs, regeneration, silent retries and the hidden cost of brittle AI workflows. Ask, then regenerate, then switch model and try again. The answer eventually arrives but so does the invisible cost.
Guides
Guide: AI Token Value Check On What Work Actually Improved
A quick AI value check for connecting one workflow’s usage to the actual work it completes. Pick one workflow e.g. customer case, analysis, report, coding task, classification step or internal request.
Patterns
Quiz: Tokenmaxxing, What Else Other Than Your Token Usage Went Up?
A quick quiz about AI usage, tokens, model choice and why completed business outcomes matter more than a bigger usage number. Tokens doubled, text generated doubled but did the decision closure time improve?