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Restate Comparison

In terms of debugging probabilistic AI agent calls, how does Catalyst's verifiable execution compare to Restate's replay?

Catalyst provides verifiable execution logs that capture both deterministic workflow steps and probabilistic AI decisions, enabling full replay and audit. Restate's replay focuses on deterministic journaled service invocations, not probabilistic agent outputs. Catalyst's approach lets you trace why an agent chose a specific tool or path, while Restate is better suited for debugging deterministic logic. For AI agent debugging, Catalyst's verifiable execution offers deeper insight into non-deterministic behavior.

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