Cloud Infrastructure, DevOps, and Platform Engineering Resources
Kubernetes v1.36 ships User Namespaces, Mutating Admission Policies, and tighter security defaults. A practical upgrade guide for platform teams.
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Kubernetes DRA graduated to GA in v1.34, replacing legacy device plugins. Here's what the DRA + KAI Scheduler stack means for platform teams running GPU …
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GPU inference is now the dominant AI spend category. How platform and FinOps teams cut waste without degrading production pipeline performance.
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AI coding agents now generate pull requests faster than teams can review them. How platform teams build the governance layer before the agents ship.
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A platform engineering comparison of GitHub Actions, CircleCI, and GitLab CI in 2026 — runner models, pipeline syntax, caching, cost structure, self-hosted …
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A developer-focused comparison of the four major local Kubernetes options — minikube, kind, k3d, and Rancher Desktop — covering resource use, startup time, …
Read more →GPU inference is now the dominant AI spend category. How platform and FinOps teams cut waste without degrading production pipeline performance.
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A practical look at why teams adopt multiple Kubernetes clusters, the leading management tools, and when running a single larger cluster is the smarter choice.
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Service mesh is one of the most over-marketed categories in cloud-native software. Here's what they actually do and when they're worth the complexity.
Read more →AI coding agents now generate pull requests faster than teams can review them. How platform teams build the governance layer before the agents ship.
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An honest comparison of Terraform and Pulumi for platform engineering teams — covering language model, state, provider ecosystem, and the team dynamics that …
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Platform teams that don't measure their impact lose budget. Here's what to measure and how to interpret the numbers.
Read more →Kubernetes v1.36 ships User Namespaces, Mutating Admission Policies, and tighter security defaults. A practical upgrade guide for platform teams.
Read more →Kubernetes DRA graduated to GA in v1.34, replacing legacy device plugins. Here's what the DRA + KAI Scheduler stack means for platform teams running GPU …
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A working checklist for hardening Docker and OCI containers in production — non-root users, read-only filesystems, capability dropping, seccomp, image scanning, …
Read more →A platform engineering comparison of GitHub Actions, CircleCI, and GitLab CI in 2026 — runner models, pipeline syntax, caching, cost structure, self-hosted …
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A platform engineering comparison of GitHub Actions and GitLab CI — runner architecture, secrets, pipeline syntax, self-hosted runners, cost, and enterprise …
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ArgoCD and Flux both implement GitOps for Kubernetes but diverge on UI philosophy, multi-tenancy, and fit for AI-workload deployment pipelines.
Read more →A developer-focused comparison of the four major local Kubernetes options — minikube, kind, k3d, and Rancher Desktop — covering resource use, startup time, …
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Dev Containers package development environments in a way that anyone on the team can use. Here's what they're good for and where the model breaks down.
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How OpenTofu has diverged from Terraform since the BSL license change — provider compatibility, state format, and features, as of early 2026.
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