AI Engineering

Shelley and Rob

Shelley and Rob build a support desk around a rented model, using a made-up lamp shop called Northlamp. The season covers prompts, retrieval, LangChain, LangGraph, agents, tests, and the doors that keep a helpful draft from spending money.

  1. Episode 1

    S1E01. Ship it Monday

    A laptop demo is not a desk you can leave on. Two lists before any diagram, and sign-in before the model guesses who is asking.

  2. Episode 2

    S1E02. The model you did not train

    The model guesses the next piece of text. You call someone else's, or you host weights they trained. A leaderboard does not grade your lamp shop.

  3. Episode 3

    S1E03. What you tell it every time

    The standing note and this customer's mail are different. Examples teach the habit you showed, including the bad one.

  4. Episode 4

    S1E04. Make it fill out a form

    Pydantic checks the fields. A promise of a refund is a box the program can reject. The model does not press send.

  5. Episode 5

    S1E05. How it reads your manual

    RAG, chunking, word search versus meaning, and what to do when yesterday's return window is still in the bot's mouth.

  6. Episode 6

    S1E06. You already paid for that answer

    Reuse a stable how-to. Do not cache a live price or someone else's order.

  7. Episode 7

    S1E07. The smallest thing that works

    Rules, tools, a small model, a strong model, a person. Fine-tune a habit only after the file has failed.

  8. Episode 8

    S1E08. When the bot is allowed to act

    LangChain, LangGraph, CrewAI, AutoGen, and MCP. A person still approves before money moves.

See All Season 1 (13)

About

Shelley and Rob build a support desk around a rented model, using a made-up lamp shop called Northlamp. The season covers prompts, retrieval, LangChain, LangGraph, agents, tests, and the doors that keep a helpful draft from spending money.

Information

  • Creator
    Shelley and Rob
  • Episodes
    13
  • Seasons
    1
  • Rating
    Clean
  • Copyright
    © Cloudadorn Academy
  • Show Website
    AI Engineering