AI agents are not magic employees or fully autonomous intelligence. They are model-driven software systems that can choose actions within a defined environment.

Welcome to Thinking in Tokens

Welcome to Thinking in Tokens.

This blog is where I document what I learn and build around:

• Large Language Models
• Retrieval-Augmented Generation
• AI agents
• Machine learning
• MLOps
• LLM evaluation
• Cybersecurity
• Software engineering
• AI infrastructure

The goal is simple:

Understand the technology deeply enough to explain …