Practical guides to Git, CI/CD, Ollama, and Azure
If your terraform plan started throwing schema errors after a routine provider update, you’re probably looking at the Terraform Helm provider migration from v2 to v3. HashiCorp rewrote the provider on top of the Terraform Plugin Framework in v3.0.0, and… Read moreTerraform Helm Provider Migration: v3 Breaking Changes
Anthropic Academy now has 22 free, self-paced courses, up from 13 when it launched in March 2026. They cover everything from no-code AI Fluency to Claude Code, the Claude API, MCP, subagents, and cloud deployment on Bedrock and Google Cloud…. Read moreAnthropic Academy: Free Claude Courses and Certificates
Kubernetes 1.36 shipped on April 22, 2026, and it’s a security-and-hardware release more than a feature release. Eighteen enhancements graduated to stable, 25 moved to beta, and the two changes most teams will actually notice are User Namespaces going GA… Read moreKubernetes 1.36: What’s New and What Breaks
Quick Summary: – GitHub Copilot AI Credits replaced premium requests on June 1, 2026 — billing now follows token consumption at each model’s published API rate – 1 credit = $0.01; Pro gets 1,500 total monthly credits, Pro+ gets 7,000,… Read moreGitHub Copilot AI Credits: How Usage-Based Billing Works
Writing data pipeline code is repetitive. You pull raw files from Cloud Storage, figure out the schema, decide whether to push through BigQuery or Spark, write the SQL or PySpark, wire up the orchestration, add the governance checks — and… Read moreGoogle Cloud Data Agent Kit: Build Pipelines from Your IDE Without the Boilerplate
Most Kubernetes security tools scan for misconfigurations — pods running as root, missing network policies, RBAC roles that are too permissive. Those checks matter, but they don’t tell you what’s actually happening at runtime. A container could be perfectly configured… Read moreFalco on Kubernetes: Runtime Security with eBPF
Helm 4 shipped in November 2025. Eight months later, most teams are still running Helm 3 in production CI/CD because it works. But Helm 3’s final feature release lands September 9, 2026, and security patches stop completely on February 10,… Read moreHelm 4 Migration Guide: What Breaks and How to Fix It Before EOL
Running PostgreSQL in Kubernetes used to be a bad idea. StatefulSets were tricky, persistent volumes were unreliable, and failover meant data loss. Most teams defaulted to managed cloud databases and called it done. That calculus has changed. CloudNativePG — the… Read morePostgreSQL on Kubernetes — Complete Setup Guide with CloudNativePG
You’ve written your Kubernetes manifests, pushed them to Git, and now you need a reliable way to keep your cluster in sync with what’s in the repo. Manually running kubectl apply works until it doesn’t — a missed apply, a… Read moreArgoCD Setup on Kubernetes — Complete Installation and App Deployment Guide
There’s a class of DevOps task that’s too complex for a simple script but not quite worth paging a human at 2am. Infrastructure drift detection. Kubernetes cost analysis across 15 namespaces. Post-incident runbook execution. Nightly security scans that generate a… Read moreClaude Managed Agents — Complete DevOps Guide 2026