Master AWS for developers in 2026: deploy Node.js apps on EC2, store files on S3, build serverless APIs with Lambda, managed databases with RDS, CDN with CloudFront, and infrastructure with CDK.
Master Terraform in 2026: provision AWS infrastructure, manage state, use modules, workspaces for environments, remote state with S3, CI/CD integration, and Terraform Cloud.
Slash your AWS bill in 2026: Reserved Instances vs Savings Plans, Spot Instances for 90% savings, right-sizing EC2, S3 intelligent tiering, Lambda cost analysis, RDS optimization, and FinOps dashboards with AWS Cost Explorer.
The complete DevOps engineer roadmap for 2026: essential skills, tools, certifications, salary data, 18-month learning plan, and the difference between DevOps, SRE, and Platform Engineering roles.
Auto-scaling is supposed to save you during traffic spikes. But misconfigured scalers can thrash (scaling up and down every few minutes), scale too slowly to help, or scale to so many instances they exhaust your database connection pool. Here''s how to tune auto-scaling to actually work.
Master EKS node group strategies, intelligently autoscale with Karpenter, manage add-ons, implement IRSA for fine-grained IAM, plan cluster upgrades, and optimize costs with Spot instances.
Run controlled failure experiments to expose weak points in your system. Gamedays, AWS FIS, automated chaos, and learning reviews that build institutional knowledge.
Cost visibility as a first-class concern: per-request metering, cost circuit breakers, ROI calculations, spot instances, and anomaly detection for sustainable AI systems.
Implement zero-downtime secrets rotation with AWS Secrets Manager, blue/green secret versions, and automated password rotation for PostgreSQL and API keys.
Manage Terraform state safely with S3+DynamoDB, organize code with versioned modules, use Terragrunt to eliminate duplication, and enforce quality with pre-commit hooks and policy checks.