Interactive explorable

How long until your multi-step agent fails?

Reliability multiplies, it does not add. A step that works 95% of the time gives you a coin flip over 20 steps — and reality is worse than the math, because one wrong output feeds the next step. Drag the sliders and watch your workflow's odds.

Built from Flavius Dinu's "The Math Behind Why Multi-Step AI Agents Fail" — all credit to the original post.

Viewing a shared calculation.
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