Writing to an existing directory path threw an IOException marked recoverable=false, which the orchestrator turns into a FATAL non-retryable stage failure — dead-ending the workflow on a correctable model mistake. Guard the directory case up front with a clear message and make write IO errors recoverable so the retry-with-feedback loop can self-correct.
kami
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