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Agentic Workflows That Survive Restarts with Durable Functions
Run an LLM tool-calling loop inside Azure Durable Functions so it checkpoints each step, stays within a step budget and waits hours for human approval.
4 articles
Run an LLM tool-calling loop inside Azure Durable Functions so it checkpoints each step, stays within a step budget and waits hours for human approval.
The magic happens through the Durable Task Framework, which handles state persistence, checkpointing, and replay automatically.
Using Durable Functions 2.x entities to hold per-SKU stock counts: when to signal and when to call, how reads work, and where an entity is the wrong tool.
How Durable Functions orchestrators replay from history, the determinism rules that follow, and how to build retries and compensation into a C# workflow.