Operations | Monitoring | ITSM | DevOps | Cloud

It's Friday, which means it's time to deploy! This week we're covering two weeks of news. On the Octopus side, we have new videos on vibe deployments and proving ROI with the Value Metrics Dashboard, a new Kubernetes migration webinar, and more! In the wider ecosystem, Kubernetes 1.36 "Haru" shipped with user namespaces going GA and Ingress-NGINX officially retired. Docker launched microVM sandboxes for AI coding agents. And Google said developer loyalty to AI tools is at zero.

Meet the new Harness Plugin for Cursor, you can now bring the software delivery outerloop and have it meet your innerloop for development all in your Cursour IDE.

DORA metrics in the AI era reveal a paradox: PR volume is climbing, but deployment frequency is staying flat. In this talk, GitKraken's Director of Product Jeff Schinella breaks down why AI-accelerated code generation is creating a review bottleneck that your DORA metrics can't fully explain on their own. Jeff walks through how PR metrics (cycle time, first response time, code churn, and PR size) serve as the leading indicators behind your DORA data. If your deployment frequency is flat while PR counts go up, the bottleneck isn't your devs. It's your review capacity.

From failing pipeline → fixed PR Here's how Chunk analyzes logs, finds real bugs, and ships working fixes automatically.