Road to Replay: From Chat to Docs with Agentic AI with Nordstrom

Stale documentation leads to repetitive support questions. Learn how Nordstrom built a "self-healing" system using long-running Temporal agents that monitor Slack threads, identify knowledge gaps, and automatically generate Merge Requests. See how Nordstrom orchestrates ambient agents that capture lost knowledge and transform support channels into a continuous documentation improvement engine.

Key takeaways
- How to architect an automated feedback loop connecting support channels (Slack) to documentation repositories using Temporal and LLMs.
-  for using AI to extract structured knowledge, corrections, and code examples from unstructured chat history.
- Implementing "agentic" workflows that manage long-running processes, from thread monitoring to Pull Request creation.

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Temporal is the simple, scalable, open source way to write and run reliable cloud applications. 

Learn more
Blog: https://temporal.io/blog
How Temporal Works: https://temporal.io/how-temporal-works
Community Slack: https://temporal.io/slack

Developer resources
Docs: https://docs.temporal.io
Courses: https://learn.temporal.io/courses
Support forum: https://community.temporal.io