Getting Started & Migration
After migrating an agent to Catalyst, how do I confirm its behavior hasn't changed?
Replay historical inputs through the new durable workflow and compare all external outputs and side effects against the original execution logs. Catalyst’s deterministic replay provides a byte-identical recreation for deterministic paths. For non-deterministic LLM calls, compare semantic similarity of responses. Boundary: Replay only verifies deterministic portions; external service changes can still affect outcomes, so pin versions if possible.
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- Getting Started & Migration
What does a minimal but realistic durable agent look like when I first run Catalyst locally?
A realistic durable agent prototype that progresses from a call to an LLM through a conditional action to an API, illustrating automatic state persistence.
- Getting Started & Migration
How do I iterate quickly on durable agent logic without deploying to a shared cluster?
Use a local Dapr sidecar to execute and debug agent workflows, enabling a fast edit-run-debug cycle without remote dependencies.
- Getting Started & Migration
My agent is already built with LangChain/LlamaIndex. Can I add durable execution without a rewrite?
Wrap an existing agent’s entry point in a Catalyst workflow to gain durability without modifying framework internals, then progressively refactor.