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Multi-step agent reliability Calculator
See how per-step reliability and retries add up over a long agent workflow.
GenAI & agentic AIHow it's worked out
- Per step with r retries = 1 − (1 − p)^(r + 1). End to end = step success^steps
- Independent steps; retries independent
NoteAssumes failures are independent and retries help. Correlated failures, such as a wrong plan, are not fixed by retrying the same step.
Source: Probability of series systems; agent workflow reliability practice
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