Kubernetes for platform teams: Leveraging k0s and k0rdent
…it’s to build with it, break it, and ask questions alongside people who are doing the same.
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Telemetry that matters: Designing sustainable, high-impact observability pipelines
…To build sustainable and highly reliable infrastructure, observability must be treated as a day-zero system design requirement. Teams need to intentionally define what a healthy system looks like and map out…
When AI agents become contributors: How KubeStellar reached 81% PR acceptance
…A PR monitor polled build status every 60 seconds. An error-recovery workflow used exponential backoff to handle stuck agents. A GA4 query ran hourly against production analytics and filed GitHub issues…
Does Kubernetes DRA Replace HAMi?
…the DRA monitor component is enabled by default and exposes per-container device metrics over Prometheus (port 31995), so dashboards built against HAMi’s exporters survive the switch. The incubation announcement commits…
Shadow AI in CI/CD: Threat-modeling the path from developer laptop to Kubernetes
…A Shadow AI capability that inspects build logs, generates scripts, or autonomously “fixes” a failing build becomes an ungoverned privileged operator. A prompt-injection payload hidden in source, a README, or a…
(re)introducing kpt: Your toolchain for infrastructure automation
…Finally, kpt can be used to deploy packages to a live environment, monitoring their reconciliation status as it does so. However, kpt is modular and can be integrated into any existing Kubernetes…
Zero-Downtime migration from ingress NGINX to Envoy Gateway
…selected, the next question was where to test it. Before taking anything to our customer, we wanted to prove it out on our own infrastructure first. We built an Envoy Gateway component…
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