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
When I started my career on a support desk, I dealt with failed logins, missing permissions and recurring system errors every day. The work was repetitive, but repetition taught me to spot patterns, test assumptions and look beyond the symptom a user reported. Over time, I was resolving around 90% of incidents at first contact. […] [...]
HackerOne research shows vulnerability remediation is getting faster, but AI-driven discovery is expanding exposure debt even more quickly, putting DevSecOps teams under growing pressure. [...]
The new DevOps Standard deserves a serious reading. Its lasting value will depend on whether it helps organizations apply shared principles as people and agents take on different responsibilities. [...]
