# CrewAI + Dapr

Make your CrewAI agents production-ready. These tutorials show you how to add fault tolerance using Dapr.

- [Durable Workflows](https://docs.diagrid.io/getting-started/quickstarts/ai-agents?agentframework=crewai#1-log-in-to-catalyst) — Make CrewAI agents immune to failures with automatic recovery and replay.
- [Access Policies](https://docs.diagrid.io/develop/agents/crewai/crewai-access-policies) — Secure agent-to-agent communication with zero-trust access policies.

---

## Why Dapr for CrewAI?

| Challenge | Dapr Solution |
|-----------|---------------|
| Agent crashes lose all progress | **Durable workflows** checkpoint every step |
| Agents tightly coupled, hard to scale | **Pub/sub** decouples communication |
| Chat memory lost on restart | **State store** persists agent memory across restarts |
| Custom retry logic everywhere | **Built-in retries** with exponential backoff |