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
At 10:00, a report job starts rebuilding a shared working directory. At 10:05, its next scheduled run begins. The first process is still uploading. Now two processes can delete, replace or publish each other’s files. Moving the schedule to every 10 minutes buys time. It does not establish who may enter that directory. For a […] [...]
Once a product reaches a certain scale, A/B testing and cohort targeting stop being a nice-to-have. There are plenty of good commercial platforms for this, but at scale they push you into a trade-off: Pay a big vendor bill, or send your customers’ data to a third-party API just to figure out which button someone […] [...]
Terraform compliance doesn't have to mean complicated policy pipelines. By combining TFLint with OPA and Rego, developers can enforce infrastructure guardrails directly in their editors, pre-commit hooks and CI/CD workflows, catching violations before deployment. [...]
