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
Diagrid at the KubeCon + CloudNativeCon North America 2026 conference has made available an update to the open source Distributed Application Runtime (Dapr) that makes it possible to deploy artificial intelligence (AI) agents in a way that consumes infrastructure resources more efficiently. The Dapr framework is based on Actors that are used to build stateful, […] [...]
Artificial intelligence (AI)-powered coding assistants help software development teams work faster by generating code, configuring systems and automating repetitive tasks. However, this convenience introduces security risks. AI-generated code may contain hardcoded credentials or insecure authentication methods, potentially exposing sensitive information across development environments. As organizations rely on these tools, understanding how AI-assisted development contributes to […] [...]
Manually registering Jenkins build agents becomes increasingly inefficient as CI/CD infrastructure grows. Combining Docker Swarm with the Jenkins Swarm Plugin allows workers to register automatically and makes scaling build capacity as simple as changing replica counts. But automation introduces trade-offs involving shared credentials, workload isolation and scaling down active builds. A practical implementation demonstrates how WebSocket connections, Docker secrets and CI smoke tests can improve the setup while exposing important security limitations. [...]
