The lesson series4 lessons so farAI engineering, step by step

Let's learn together.

Each lesson breaks down a new idea in AI engineering, step by step, so you can learn it alongside me, one topic at a time.

Lessons

  1. Lesson 04. Newest AI Fundamentals

    The AI Concepts Every Engineer Should Know

    A living guide to the core ideas of AI engineering: how models think, how we talk to them, how agents act, and how we keep it all safe.

  2. Lesson 03. MCP · Python

    Build an MCP Server: Tools, Resources, and Prompts

    A hands-on walkthrough of a small Model Context Protocol server: when to use each of MCP’s three building blocks, and how clients connect over STDIO and HTTP.

  3. Lesson 02. AI Engineering

    Unlocking System 1 AI: Jev

    How Jev replaces slow text generation with fast, calibrated decisions for high-volume application workflows.

  4. Lesson 01. AI Engineering

    Vibe Coding vs. Spec-Driven Development: From Chaos to Clarity

    Why production AI engineering needs durable specifications, a Project Constitution, disciplined validation, and agent-independent workflows.

§ Coming up

Topics on the list.

  • Agentic AI
  • LLMOps
  • MCP
  • AI Infrastructure
  • Kubernetes for AI
  • AI Security
  • RAG
  • AI Agents

Is there something you want us to learn next? Email me at hello@haseebsultan.ai with your idea.