Deep Agents + Dapr

Make your LangChain Deep Agents production-ready. These tutorials show you how to add fault tolerance using Dapr.

Start here

Quickstarts

• Quickstart with your AI coding agent
• Quickstart
• Sub-agents quickstart

Tutorials

• Sub-agent orchestration

Secure it

• Access policies

Learn hands-on

🎓Durable Execution & Dapr University · Learn this hands-onMake DeepAgents durable with Dapr Workflow: Deep Issue InvestigationCrash a DeepAgents investigation mid-run and resume it from durable state without re-running finished LLM calls.Intermediate30 minPythonStart the track →

Why Dapr for Deep Agents?

Challenge	Dapr Solution
Agent crashes lose all progress	Durable workflows checkpoint every step
Tool execution state lost on restart	Workflow replay resumes from last completed tool
No built-in failure recovery	Automatic crash detection and recovery at scale
Custom retry logic everywhere	Built-in retries with exponential backoff

Take it to production

• Run your agent on your cluster with Deploy to Kubernetes.
• Watch runs, token use and failures in Operate agents.
• Cap what an agent can spend with token budgets.