Getting Started & Migration
My agent is already built with LangChain/LlamaIndex. Can I add durable execution without a rewrite?
You can adopt Catalyst incrementally by wrapping an existing agent’s top-level invocation in a durable workflow. This captures state between major decision points without altering internal framework code. Over time, refactor internal steps into sub-workflows for finer durability. Boundary: Non-deterministic framework internals, such as in-memory caches, may cause replay divergence and need isolation.
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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
Which agent workflows should I migrate to Catalyst first to gain the most value?
Identify workflows where partial failures cause expensive manual recovery or data inconsistency to prioritize for durable execution migration.