About Agent Fundamentals
Agent Fundamentals is an open knowledge and learning platform about Artificial Intelligence – from deep learning and LLMs to reinforcement learning, mathematical foundations, functional programming, and category theory.
🎯 Vision
AI is a vast field – and it keeps growing. Agent Fundamentals aims to help understand and connect its various subfields: from neural networks and transformer architectures to classical machine learning and the mathematical and functional foundations that underlie everything.
The content is aimed at software developers and learners who want to not just use AI, but truly understand it. All articles are backed by motivating examples, runnable Python code, and references.
📚 Topic Spectrum
LLMs & Transformer
Deep Learning
Reinforcement Learning
Computer Vision
NLP
AI Agents
Math Foundations
Functional Programming
Category Theory
🛠 Tech Stack
Python
Django
Markdown
Gunicorn
PostgreSQL