AI agent orchestration is a distributed systems challenge. Cloud-native engineering provides the resilience, observability, security and scalability needed for production AI.
The deployment finishes, kubectl rollout status reports success, and every pod shows Running and Ready. For most teams, that is the moment the release is considered done. Then a customer transaction fails. Nothing crashes. Kubernetes does not restart a container. The readiness endpoint continues returning HTTP 200, and the deployment
BellSoft is bolstering Paketo Buildpacks. As an OpenJDK vendor known for providing tested (and commercially supported) Java distributions, Bellsoft is now offering a new hardened builder image for Paketo Buildpacks.
Linkerd 2.20 maintainer Buoyant claims it has slashed control plane memory usage by 85% in this version. If you want a lean, mean cloud-native mesh, Linkerd is for you. This latest release continues the project’s long‑running focus on a small, efficient footprint for Kubernetes environments. Linkerd’s parent company Buoyant’s engineers
A few months ago, a product manager at an agency reached out to us. They had built a client reporting app over a weekend using an AI coding tool and made it live so customers could try it. It worked great until we found that authentication was broken and the app’s admin interface was accessible […] [...]
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 in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers. Of course, the pool of […] [...]
I work on observability tooling for LLM-backed applications and the thing that surprised me most wasn’t a technical problem; it was how confidently wrong these systems can be while every dashboard stays green. Here’s a scenario that makes the point concrete. The Call That ‘Succeeded’ Picture an AI phone agent handling insurance calls. A customer […] [...]
