Kubernetes v1.37: What's New in the August 2026 Release
v1.37 is scheduled for August 26, 2026. The deprecations in the official sneak peek are what will break clusters — here's what is confirmed, what is still …
Read more →Platform Knowledge Works
Cloud Infrastructure, DevOps, and Platform Engineering Resources
Latest Articles
Kubernetes 1.36 "Haru": Security Defaults Tighten as User Namespaces and Mutating Admission Policies Hit GA
Kubernetes v1.36 ships User Namespaces, Mutating Admission Policies, and tighter security defaults. A practical upgrade guide for platform teams.
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GPU Scheduling on Kubernetes in 2026: DRA, KAI Scheduler, and What Platform Teams Actually Need to Know
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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FinOps for AI Workloads: Controlling GPU Costs Without Killing Your Inference Pipelines
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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Platform Engineering and Agentic AI: How to Govern AI Agents in Your CI/CD Pipeline
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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GitHub Actions vs CircleCI vs GitLab CI: 2026 Comparison
A platform engineering comparison of GitHub Actions, CircleCI, and GitLab CI in 2026 — runner models, pipeline syntax, caching, cost structure, self-hosted …
Read more →Cloud Infrastructure
FinOps for AI Workloads: Controlling GPU Costs Without Killing Your Inference Pipelines
GPU inference is now the dominant AI spend category. How platform and FinOps teams cut waste without degrading production pipeline performance.
Read more →
Kubernetes Multi-Cluster Management: Patterns, Tools, and Tradeoffs
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 Fundamentals: What Istio and Linkerd Actually Do
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 →DevOps Practices
Platform Engineering and Agentic AI: How to Govern AI Agents in Your CI/CD Pipeline
AI coding agents now generate pull requests faster than teams can review them. How platform teams build the governance layer before the agents ship.
Read more →
Terraform vs Pulumi: Choosing an IaC Tool for Your Platform Team
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 Engineering Metrics: How to Measure Developer Experience
Platform teams that don't measure their impact lose budget. Here's what to measure and how to interpret the numbers.
Read more →Containers & Orchestration
Kubernetes v1.37: What's New in the August 2026 Release
v1.37 is scheduled for August 26, 2026. The deprecations in the official sneak peek are what will break clusters — here's what is confirmed, what is still …
Read more →Kubernetes 1.36 "Haru": Security Defaults Tighten as User Namespaces and Mutating Admission Policies Hit GA
Kubernetes v1.36 ships User Namespaces, Mutating Admission Policies, and tighter security defaults. A practical upgrade guide for platform teams.
Read more →GPU Scheduling on Kubernetes in 2026: DRA, KAI Scheduler, and What Platform Teams Actually Need to Know
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 …
Read more →CI/CD Pipelines
GitHub Actions vs CircleCI vs GitLab CI: 2026 Comparison
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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GitHub Actions vs GitLab CI: A Platform Engineering Perspective
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 vs Flux: GitOps Tool Comparison
ArgoCD and Flux both implement GitOps for Kubernetes but diverge on UI philosophy, multi-tenancy, and fit for AI-workload deployment pipelines.
Read more →Developer Tools
Local Kubernetes Development Tools Compared: minikube, kind, k3d, and Rancher Desktop
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: Reproducible Development Environments for Platform Teams
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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OpenTofu vs Terraform: What Actually Changed After the License Fork
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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