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AI/ML Lifecycle Automation at the Edge

Interactive demo•2 mins• Red Hat Device Edge

Published on May 10, 2026 by John Hurlocker

Re-train and serve your AI/ML models at the edge without human intervention
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Overview
Blog post
Interactive demo

Gathering Device Support Logs

Learn how to gather device support logs using Red Hat Edge Manager and the flightctl command-line interface to troubleshoot and maintain remote edge systems efficiently.

1 min

Red Hat Device Edge

 Interactive demo

Customizing Device Resource Monitoring

Learn how to use Red Hat Edge Manager device monitoring to set custom disk thresholds, apply fleet-wide policies via flightctl, and troubleshoot degraded edge devices.

1 min

Red Hat Device Edge

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About the author of this page

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John Hurlocker

Senior Principal Architect

John Hurlocker is a Senior Principal Architect in the Global Services AI Practice. Since joining Red Hat in 2004, he has a long history of empowering clients with the Red Hat portfolio, specializing in business automation and middleware. For the past 5 years, he has partnered with clients to build a...