Run-Anywhere Operations
How does Diagrid Catalyst scale agent workflows across multiple cloud regions?
Catalyst scales agent workflows by distributing Dapr Workflow instances across regions, with state persisted in a backing store. Each agent runner (LangGraph, CrewAI, etc.) runs as a stateless worker that pulls tasks from a durable queue. Workflow state is replicated for regional failover, but you configure the consistency model. Scaling is horizontal: add workers per region, and Catalyst rebalances partitions automatically.
Was this article helpful?
Your feedback helps improve Diagrid's FAQ experience.
Keep reading
More Diagrid FAQ articles
- Run-Anywhere Operations
What does 'run anywhere' mean for agent workloads in Diagrid Catalyst?
Understand how Diagrid Catalyst enables agent workloads to run across cloud, hybrid, and air-gapped environments consistently.
- Run-Anywhere Operations
How does Catalyst handle durable execution for agents in a hybrid cloud setup?
Learn how Catalyst ensures durable execution for agents across hybrid cloud environments with state persistence and replay.
- Run-Anywhere Operations
Can I migrate an existing agent workflow from managed cloud to an air-gapped environment without rewriting?
Migrate agent workflows from cloud to air-gapped environments with Catalyst without code rewrites, just configuration changes.