# How Temporal Workflows and Activities support dynamic, reliable AI agents

DevFeed: [How Temporal Workflows and Activities support dynamic, reliable AI agents](<https://devfeed.tech/articles/of-course-you-can-build-dynamic-ai-agents-with-temporal-35929.md>)

Original publisher: [Read original article](<https://temporal.io/blog/of-course-you-can-build-dynamic-ai-agents-with-temporal>)

Author: Steve Androulakis

Published: 2025-11-12T00:00:00Z

Content type: tutorial

Language: en

Sources: [Temporal Blog](<https://devfeed.tech/sources/temporal-blog.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [durability](<https://devfeed.tech/tags/durability.md>), [long-running](<https://devfeed.tech/tags/long-running.md>), [production](<https://devfeed.tech/tags/production.md>), [temporal](<https://devfeed.tech/tags/temporal.md>), [temporal-voices](<https://devfeed.tech/tags/temporal-voices.md>)

## AI overview

This guide explains how Temporal can support dynamic AI agents despite its requirement for deterministic Workflow code. It distinguishes deterministic orchestration from non-deterministic Activities, where agents can call LLMs, tools, and APIs. The article argues that this separation helps agents withstand crashes, outages, and other failures, especially in long-running workloads.

## Source excerpt

Temporal can absolutely handle your AI agents. This guide shows you how Temporal Workflows and Activities make the perfect foundation for reliable agents.