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Hand-picked deep dives on system design and engineering.
The Uncomfortable Truth About "Standard" AWS Architecture: A Real-World Terraform Postmortem
A candid DevOps postmortem on the friction of building a standard Node.js stack with Terraform and AWS Fargate. Real-world lessons on state, CI/CD, and quotas.
The Architecture of Agentic AI: How Autonomous Agents Actually Work Under the Hood
Unpack the system design of Agentic AI. Learn how LLMs become autonomous agents using the ReAct loop, Orchestrator-Worker patterns, and vector memory.
How to Build a Complete CI/CD Pipeline on AWS Using CodePipeline, CodeBuild, ECS, and ECR
Learn how to design a full CI/CD pipeline on AWS using CodePipeline, CodeBuild, ECR, and ECS. Automate builds, testing, and zero-downtime deployments.
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Deep dives into System Design, DevOps, and Engineering practices.