Articles

AI

Chunking Technique Research

June 9, 2026

Chunking Technique Research

AI   Python  

After building RAG systems for technical books, I kept asking the same question. Which chunking strategy actually retrieves better? I built a research platform to find out, with real vector search, LLM-as-judge ground truth, and proper IR metrics.

Consuming Textbooks

May 28, 2026

Consuming Textbooks

AI   Learning  

How I work through technical textbooks with an LLM as a study partner, chapter by chapter, with room for side quests and real code along the way.

Vibe Coding - Style Over Substance

January 1, 2026

Vibe Coding - Style Over Substance

AI  

Imagine AI whispering flawless code into your project, elegant and efficient. But what if that magic hides shallow understanding? My journey from sci-fi novels to real-world coding reveals how AI should amplify your skills, not replace the craft.

HAL - Highly Adaptable Learning AI

March 18, 2025

HAL - Highly Adaptable Learning AI

Python   AI  

Imagine 1983, hammering commands into a CRT terminal, green glow burning your retinas as a sentient machine hums back. Now crank it to 2025, and I am unleashing HAL, a feral AI assistant that is half WarGames fever dream, half tech apocalypse.