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Practical guides on CI/CD, Kubernetes, AWS and DevSecOps — from real production experience.

Terraform State Management: The Mistakes That Cost Teams Days to Fix

Terraform State Management: The Mistakes That Cost Teams Days to Fix

Terraform state is the source of truth for your infrastructure. These are the most common state management mistakes I see when auditing AWS setups — and how to avoid them.

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Kubernetes vs Docker Compose: When to Use Which

Kubernetes vs Docker Compose: When to Use Which

Docker Compose is not a stepping stone to Kubernetes — they solve different problems. Understanding when each is appropriate saves months of unnecessary complexity.

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How to Cut CI/CD Build Times by 70% Without Changing Your Code

How to Cut CI/CD Build Times by 70% Without Changing Your Code

Most CI/CD pipelines waste time running jobs sequentially that could run in parallel. Here is the exact approach I use to reduce build times from 15 minutes to under 5.

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