Latest Posts
View all →Hello World — Welcome to My Blog
A brief introduction to this blog and what you can expect to find here — AI, software engineering, and systems design.
Building AI Agents from Scratch
A deep dive into building autonomous AI agents — from simple tool-calling loops to multi-step reasoning chains.
Understanding LLM Inference Internals
Tracing the path from prompt to token — tokenization, embedding, attention, KV caching, and sampling explained.