Blog

Notes on software engineering, math and computer science.

A deep dive into the three fundamental concepts that explain LLM behavior: tokens, logits, and sampling strategies.

A story about Distributed Monolith Syndrome and how Event-Driven Architecture is the cure.

AutoML, LLMs and pre-built pipelines automate almost everything — yet the humans who understand the fundamentals are more valuable than ever.

Building a RAG System Locally using Ollama and PostgreSQL with PgVector