Karpenter in 2026: Smarter Kubernetes Node Autoscaling for SMBs
Karpenter automates Kubernetes node provisioning with consolidation and drift detection. Learn how SMBs can cut EC2 costs by up to 40% in 2026.
Best practices, tools, and insights for DevOps engineers covering CI/CD, infrastructure as code, containerization, and platform engineering
Karpenter automates Kubernetes node provisioning with consolidation and drift detection. Learn how SMBs can cut EC2 costs by up to 40% in 2026.
Hugging Face and the 2026 NPM attacks prove SMBs are supply-chain targets. Generate SBOMs, sign images with Sigstore, and enforce verification in CI.
SOC 2 doesn’t have to mean a GRC team and a six-figure budget. Automate evidence collection, enforce controls as code, and pass your audit in 90 days.
Most SMBs still manage DNS in a web console — one typo takes the site down. Run DNS as code with Terraform, octoDNS, and ExternalDNS.
What Is Policy as Code? Policy as Code (PaC) is the practice of defining and enforcing rules for your infrastructure and applications using code — rather than manual processes, spreadsheets, or wiki pages. Instead of asking “Did the security team approve this change?”, you let your pipeline automatically check: “Does this deployment satisfy our defined
Why OpenTofu? A Brief History In August 2023, HashiCorp announced a license change for Terraform from the Mozilla Public License (MPL) to the Business Source License (BSL), effectively restricting commercial use. This sent shockwaves through the DevOps community. The response was swift: the OpenTofu project was born as a fork of Terraform, managed under the
Why Error Budgets Matter More Than Uptime Most SMBs measure reliability by a single metric: uptime. “We need 99.9% availability” sounds great in a board meeting, but it’s a terrible operational target. Uptime tells you if your service was running, not if it was working. It doesn’t distinguish between a 3-second blip during off-hours and
Why Service Mesh Matters for SMBs in 2026 If you’re running microservices on Kubernetes, you’ve probably heard about service meshes like Istio and Linkerd. Many SMBs assume these tools are only for large enterprises with dedicated platform teams. In 2026, that’s no longer true. Both Istio and Linkerd have matured significantly, offering simplified installation, lower
Infrastructure from Code (IfC) is reshaping DevOps in 2026. Learn what it is, why it matters for SMBs, and how to adopt it without breaking your existing workflows.
Kubernetes or serverless in 2026? We break down costs, tradeoffs, and a practical decision framework for SMBs to choose the right cloud infrastructure approach.