The Engineer's Path

A structured skill tree taking you from script-kiddie to AI Architect. Follow the path to unlock advanced topics.

Level 1: Foundations

The non-negotiable skills required to write production AI code.

Course

Python for AI

Article

LLM API Essentials

Level 2: Retrieval & Context

Connecting models to your own data.

Article

Vector DB Deep Dive

Project

Build a Support Bot

Course

Deployment & FastAPI

Level 3: Autonomous Agents

Building systems that can take action and reason.

Course

MCP Servers

Project

Sales Agent

Level 4: Production Mastery

Evaluation, monitoring, and fine-tuning.

Project

Evaluation Pipelines

Course

AI Ops & Tracing

Mastery Achieved