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Long-Running Workflows

This hub covers long-running workflows — durable execution engines, human-in-the-loop approval, and the workflow and orchestration architecture that keeps stateful AI agents and processes running for hours or days without losing their place.

Articles

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Long-Running Workflows for AI Agents: Durable Execution, Orchestration & Governed Approval

How durable execution, orchestration, and human approval come together to keep long-running agent workflows alive.

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What Is Durable Execution? A Guide for Long-Running AI Agent Workflows

How a durable-execution engine keeps a workflow alive across crashes, deploys, and days of waiting.

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Durable Functions Explained: Azure, AWS, and the AI Agent Alternative

Comparing Azure Durable Functions, AWS Step Functions, and purpose-built durable execution for AI agents.

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Temporal vs. WSO2: Comparing Durable Execution Approaches for AI Agents

Two different approaches to durable execution for long-running, stateful agent workloads.

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How LangGraph Handles Durable Execution (and What It Means for Your Architecture)

What LangGraph does for durability, and where it hands off to your own infrastructure.

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Human-in-the-Loop AI Agents: Approval Workflows That Resume Instead of Restart

Designing approval steps that pause an agent mid-workflow and resume it exactly where it left off.

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What Is Human-in-the-Loop AI? A Practical Guide

A practical introduction to pausing AI-driven work for a human decision, and resuming it durably.

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AI Agent Orchestration: Coordinating Multi-Step, Multi-Agent Workflows

Coordinating multi-step, multi-agent work reliably as workflows grow longer and more stateful.

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Workflow Engines Compared: Why Architecture Matters for Long-Running AI Agents

Evaluation criteria for a workflow engine that needs to run for hours, days, or weeks.

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Durable Streams and the Future of Long-Running AI Workflows

Why streaming output needs its own durability story once a workflow can run for days.

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