Blog

Sharing what I learn along the way

July 10, 2026

Learning Helm by Converting My Kubernetes Project

Discover how I used Helm to simplify the deployment and management of my Kubernetes applications.

Helm Kubernetes DevOps
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June 19, 2026

From LLMs to Agentic AI: How Reasoning Learned to Act

Exploring the transition from traditional Large Language Models to Agentic AI and the ReAct framework.

Agentic AI ReAct Framework AI Systems
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June 12, 2026

How I Learned What Actually Happens Inside an LLM

Recently I spent some time trying to understand what actually happens inside a large language model (LLM).

LLM Prompt Engineering Tokenization
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June 4, 2026

SQL vs NoSQL Databases: Storage, Indexes, and Row Versioning Explained

A visual guide to pages, pointers, MVCC, vacuum cleanup, and document storage using the diagrams from the blog post.

SQL NoSQL
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