Automate work item assignment with GitLab Duo
A new, event-driven trigger in GitLab Duo Agent Platform lets flows fire the moment a work item is created, turning triage and assignment from a manual, all-day chore into automation…
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Java News Roundup: Value Objects, WildFly 41, TornadoVM, LangChain4j, Oracle AI Agent Studio
This week’s Java roundup for July 13th, 2026, features news highlighting: a reintroduction of Value Objects (Preview); the GA release of WildFly 41; the July 2026 edition of Open Liberty…
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Google just bet its inference future on a chip built for one model
The race to make AI inference cheaper is pushing chip design beyond general-purpose accelerators. We’re now moving toward silicon that is tailored to individual models. And Google’s reported “Frozen v2”…
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Coding Agent Horror Stories: The Agent That Deleted Production
In Part 1, we walked through six categories of AI coding agent failures and why they keep happening. The agent runs as you, with your filesystem permissions and your credentials,…
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AWS Weekly Roundup: One-click Lambda setup prompt, OpenAI GPT-5.6 models on Bedrock, and more (July 20, 2026)
Last week, my team visited Seoul to meet AWS Korea User Group (AWSKRUG) leaders. AWSKRUG is the largest cloud developer community in Korea, with 20 meetup groups organized by topic…
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Ten Great DevOps Job Opportunities
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal…
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$100 million for open source: A milestone built by the community
We launched GitHub Sponsors in 2019 with a simple belief: the people who build and maintain open source software deserve to be supported for their work. Since then, tens of…
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What developers built on GitLab Orbit
We gave a few thousand developers GitLab Orbit. Then we got out of the way. The community responded with creative solutions to real production problems slowing down their teams. The…
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Platform Engineering for Everyone – Success Can’t Be Coded
Transcript Max Korbacher: My name is Max. I’m what you normally would call a consultant. At least that’s what I earn with my bread and butter, which feeds me to…
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Self-healing GPU nodes in Kubernetes: What we learned building the EKS node monitoring agent
When you run Kubernetes at the scale we do on Amazon EKS, nodes break constantly. GPUs fall off the PCIe bus. Container runtimes wedge. Network interfaces disappear. Across tens of…
