Thinking
Technical articles on AI, development tools, cloud architecture, and software engineering.
How We Build Cloud & DevOps — Reliable Infrastructure That Scales
AWS, Azure, Docker, CI/CD pipelines. We set up your infrastructure for reliability, security, and auto-scaling.
Running Claude on Amazon Bedrock: Setup, Pricing, and When It Makes Sense
Amazon Bedrock gives you access to Claude models through AWS infrastructure. Instead of calling the Anthropic API directly, you send requests through Bedrock...
Infrastructure as Code with AWS CDK: A Modern Approach to Cloud Provisioning
Managing cloud infrastructure manually is a recipe for inconsistency, drift, and operational headaches. Infrastructure as Code (IaC) solved many of these pro...
Deploying Containerized Applications on AWS ECS Fargate: A Practical Guide
Running containers in production demands reliable orchestration, seamless scaling, and minimal operational overhead. AWS Elastic Container Service (ECS) with...
From VPS to AWS: How to Migrate a Web App and What It Costs
You have a web app running on a VPS — React on the frontend, Node.js on the backend, PostgreSQL as the database and Redis for cache. Everything runs fine on ...
Zero-Downtime Deployment on AWS: Practical Guide with GitHub Actions and GitLab CI/CD
You've migrated your app to AWS — React on CloudFront, Node.js on EC2 with Auto Scaling, PostgreSQL on RDS, Redis on ElastiCache. The infrastructure is solid...
Serverless on AWS: What It Means, How to Code It, and When It’s Worth It
You’ve heard the term “serverless” hundreds of times. And every time someone feels the need to clarify: “it doesn’t mean there are no servers.” Correct. The ...
Why Is AWS "Expensive"? The Hidden Costs No One Tells You
AWS isn't expensive. AWS is unpredictable. And unpredictability hurts more than a high but clear price. At Hetzner you pay €15/month and you know exactly wha...