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.

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.

IT needs to know how to speak the language of the other departments to become a positive change agent.

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.

In this live session, we’ll take a Supabase app and instrument it end-to-end — so when something breaks, you can trace it back to the exact layer, whether that’s an edge function, a slow query, or auth, and get AI-powered root cause analysis, and know what to patch and why.

Coding agents are the fastest-growing audience for the Checkly CLI, and we're doubling down on them. In this session, Stefan hands Claude a real e-commerce app, lets it set up monitoring with `npx checkly init`, generate Playwright tests through MCP, and walk an actual alert end-to-end with Rocky AI in the loop.

"CFEngine: The agent is in" is our monthly webinar series, where we show new features, teach best practices, and keep the community informed about everything CFEngine.

In this episode of the Kubernetes for Humans podcast, Itiel sits down with the internet's favorite cloud contrarian, Corey Quinn of the Duckbill Group. Corey shares his unconventional career path as a "cautionary tale," explaining why his knack for fixing horrifying AWS bills makes him a terrible employee, and why he absolutely refuses to touch Kubernetes in production.

VictoriaMetrics Cloud continues to mature as a secure, reliable, and cost-efficient observability platform. With PrivateLink now available across all regions, including Frankfurt, users can operate entirely without exposure to the public internet. Blue-green cluster deployments enable seamless, zero-downtime updates, while incremental backups ensure storage efficiency by capturing only what has changed. Operational visibility is improved with clearer alert states, showing Firing and Resolved conditions upfront. Security enhancements include stronger password policies and expanded authentication safeguards.

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