Welcome to Thinking in Tokens

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 it clearly and build it reliably.

This is a learning and engineering journal — not just a collection of tutorials.

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