Start here
FreeYou learnSet up your computer: VS Code, Python, a terminal, keys kept in a .env file.
You buildYour first automation, finished within 24 hours of joining.
Player 1 · Zain Qurashi · integrations & automations engineer
I'm Zain. Ten years in tech, all of it making systems talk to each other. I built Drip, the coffee cup that explains AI, with an AI pipeline I run every week. This is where I teach the actual job: hooking AI up to real tools, safely, so it can take actions and not just talk.
Level 0 assumes nothing. Working engineers, skip to level 5.
Choose your character
All four were made with the pipeline the Lab teaches: one reference photo in, a reusable character out, then any style you want. Tap one. It changes the hero above too.
Level 8 is the case study on exactly this: a character you can regenerate on demand, and the legal side of owning one.

Who's teaching
I'm an integrations and automations engineer. For ten years my job has been making systems talk to each other. In the last two, every request that lands on my desk starts the same way: can we put AI on this?
So on my own time I built proofs of concept, demoed them, and they became the projects I was told to focus on. That's the whole method, and it's what I teach: be curious, build small things that work, show results.
Drip is the same method pointed at a hobby. A cup of coffee that explains AI, scripted, voiced, animated and posted by a pipeline I built. You'll see all of it.
The path
This is the roadmap. Every level is a real thing you build, not a quiz. The videos are free on YouTube; the builds, projects and people are in the Lab.
You learnSet up your computer: VS Code, Python, a terminal, keys kept in a .env file.
You buildYour first automation, finished within 24 hours of joining.
You learnWhat an API is. A prompt is not a question. Keeping keys safe. Tokens, cost, and model vs effort.
You buildA script that calls a model, with every line explained.
You learnDecision models: yes or no, pick one, score it. Why context changes the answer.
You buildA tool finder that ranks 200 AI tools for a typed task. It runs this site's directory.
You learnAPIs, MCP and connectors. What an AI can and can't touch once it's plugged in.
You buildYour first MCP server, so an AI can use an app of your choosing.
You learnHow voice to text works, end to end, and where it breaks.
You buildYour own transcription service, running on your machine.
You learnWhich AI product for which job. Skills, plugins, schedules and webhooks. When an agent is worth it.
You buildAn automation that sorts and answers a queue while you sleep.
You learnWhy a chat license is not an AI strategy. Identity and access, logging every agent action, cost limits, reliability, governance.
You buildA locked-down integration: the AI sees only what that user is allowed to see.
You learnHow to scope, ship and write up a project someone else can run.
You buildFour projects to show an employer or a client: tool finder, comment triage, transcription service, an MCP server for your own app.
You learnThe Drip pipeline: script, voice, animation, posting. And the legal side: AI disclosure rules, who owns an AI character, voice and likeness rights, sponsorship rules.
You buildThe same pipeline, productionized the way a company would run it.
You learnWhat the job is day to day. Portfolio, resume, interviews. Your first freelance automation client.
You buildA plan for your next twelve months, reviewed live.
Quest 1 · free
Level 0 is a small build you can finish in an evening, with the code and a written walkthrough. It's the first thing every member gets, and it's the first thing I'll send you when the Lab opens.
Start free, tonight
Everything I've published is free and it stays free. Levels 0 to 6 are built from these videos; the Lab adds the builds, the projects and the people.
Level up with people
One paid group on Skool. No free tier, on purpose: a small room of people who are actually building beats a big room of people who are watching.
Founding rate
The rate goes up as the curriculum fills in. Founding members are the ones I build the first ninety days with, so I'd rather have thirty people who show up than three hundred who don't.
Before you ask
Level 0 assumes nothing. By level 1 you'll be running small Python scripts, with every line explained in plain English. If you already code, skip ahead: the enterprise level and the portfolio projects are where you'll spend your time.
Every video is free on YouTube and summarized on this site, with every link. The Lab adds the builds, the four portfolio projects, the enterprise level, the case study, two live calls a week, and the people. Nothing free gets taken away.
No. Drip is one level inside the Lab, taught as a case study: how a one-person AI pipeline scripts, voices, animates and posts a character, what the law says about disclosure, ownership, voices and sponsorships, and how a company would run the same thing. The rest of the Lab is enterprise AI and automation.
I can't promise that and I won't. I can show you what the job actually is, what I built to get ahead in mine, and how to put together a portfolio that proves you can do it. What you do with that is yours.
No. Everything here is built on my own time, with my own tools, on public data and my own projects. Nothing from work is in it and nothing from work ever will be.
When the founding thirty are in. Put your email in above and you'll hear first, once, with the first build attached.
One place for the classroom, the feed and the calendar, with levels built in. You'll get a link when it opens; there's nothing to install.
Last call, no rush
