Articles

After more than 20 years navigating the structural shifts of the IT landscape, I’ve learned that sustainable engineering is about mastering systemic complexity. Below is a collection of my insights, frameworks, and architectural blueprints spanning DevOps, Platform Engineering, SRE, AI Engineering, Cloud Architecture, and Data Pipelines.
Making sense of DevOps During the AI Revolution
10 min read

Making sense of DevOps During the AI Revolution

From vibe coding to harness engineering, a practical perspective on building reliable systems while AI tooling evolves fast.
AWS Compute services for AI loads [Upcoming...]
2 min read

AWS Compute services for AI loads [Upcoming...]

Lambda, ECS, EKS? A practical guide on when to use each service and what needs to change.
Vector Storage in RAG - Choosing the Right Backend [Coming Soon...]
2 min read

Vector Storage in RAG - Choosing the Right Backend [Coming Soon...]

Comparing RDS, S3, and OpenSearch for latency, cost, security, and multitenancy in production RAG systems.
RAG vs AI Wiki [Coming Soon...]
2 min read

RAG vs AI Wiki [Coming Soon...]

The evolution of context management, when retrieval pipelines beat static knowledge pages, and when they do not.
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