● on-demand · 4 courses · launching soon

Learn AI on
your schedule.

Four standalone courses on how AI actually works — and how to build with it. Buy one. Buy all four. Watch at 2× at 11pm. Discord community included.

↳ first access · early-bird pricing

video lessons

~6 hrs

total runtime

∞

lifetime access

Soon

launching

course · 01

The Engine

▶ ~90 min

course · 02

The Prompter

▶ ~90 min

course · 03

The Builder

▶ ~90 min

course · 04

The Automation Layer

▶ ~90 min

↳ coming soon · join waitlist

● who it's for

Built for the self-driven.

good fit

✓You learn best at your own pace
✓You want to skip ahead, rewind, replay
✓You can't commit to a fixed weekly slot
✓You want one specific topic, not a bundle

not a fit

—You want live feedback on your code
—You've started 5 courses and finished 0
—You need a deadline to actually ship
—You want a private peer network

● the four courses

The full stack, one course at a time.

format

~90 min video · self-paced

course

The Engine

How LLMs actually work

First principles of large language models — tokens, transformers, training, hallucinations. The mental model that makes everything else click.

▶ 92 min11 lessons

what you walk away with

You stop guessing how the model works. You understand it well enough to trust your own instincts about it.

topics covered

Tokens & next-token predictionTransformers & attentionWhy hallucinations happenRAG, in plain EnglishPre-training, fine-tuning, RLHF

$129

USD · lifetime

↳ coming soon · waitlist open

course

The Prompter

Prompting like an engineer

Stop guessing. The Prompting Framework, chain-of-thought reasoning, and patterns that make models do what you actually want.

▶ 88 min10 lessons

what you walk away with

You stop "trying prompts until one works." You write prompts that work the first time — and you know which lever to pull when they don't.

topics covered

The Prompting FrameworkRole / context / task / formatChain-of-thought reasoningStructured output & JSON modeWhen to switch models

$129

USD · lifetime

↳ coming soon · waitlist open

course

The Builder

From prompts to products

Build with AI coding agents. The risk/capability matrix, prompt injection, the agent loop, and CLAUDE.md context architecture.

▶ 94 min12 lessons

what you walk away with

You ship a working AI agent — and you understand what it's doing well enough to debug it, secure it, and extend it.

topics covered

The risk / capability matrixPrompt injection: the #1 vulnerabilityThe agent loopCLAUDE.md context architectureLive build: ship a working agent

$129

USD · lifetime

↳ coming soon · waitlist open

course

The Automation Layer

Skills, backends & automations

Make your AI app smart, connected, and automatic. Claude /skills, Supabase, edge functions, and triggers that run on autopilot.

▶ 91 min11 lessons

what you walk away with

You go from "I built a thing" to "my thing runs without me." Apps that remember, react, and fire on their own.

topics covered

Claude /skills explainedSupabase + AI, end-to-endEdge functions, demystifiedBuilding a morning summary botGitHub syncing & version control

$129

USD · lifetime

↳ coming soon · waitlist open

↳ TAUGHT BY THE PERSON IN THE VIDEOS

● your instructor

Hi, I'm Harper.
I teach AI from first principles.

I built AI/ML systems at Meta and led AI/ML at Brev.dev (acquired by NVIDIA in 2024), with a B.S. and M.S. in Computer Science from Stanford specializing in AI — where I was a TA for PhD-level core AI courses with consistently excellent feedback. Now I teach AI on Instagram, YouTube, and right here.

I built these courses because the gap I see most often isn't capability — it's confidence. People who could build don't, because nobody walked them through it. So that's what we do here: walk through it, end-to-end, no hand-waving.

700k+

across socials

Stanford

Computer Science for AI

NVIDIA

acquired Brev.dev

You're not
watching alone.

Buying any course unlocks the Harper Carroll AI Discord — a private space for builders working through the same material. Channels per course, async office hours, and a weekly thread where I drop in to answer questions.

It's like having a study group, on your own schedule.

Live

at launch

Weekly

office hours

Per course

channels

# course-03-builder

preview

maya.c2:14 PM

just shipped my first agent that actually edits files. CLAUDE.md template was the unlock

devr2:18 PM

wait — does plan mode work in cursor too or just claude code?

harperHOST2:21 PM

works in both! cursor calls it "agent w/ planning" — same idea

jamesok2:34 PM

sharing my CLAUDE.md if anyone wants to fork it →

● pricing

Pick a course.
Or take all four.

↳ questions? hai@harpercarrollai.com

● single course

Pick any one

$129

USD · per course

✓~90 min of video lessons
✓10–12 lessons per course
✓Discord community access
✓Lifetime access · all updates
✓Watch on any device, any time

● BEST VALUE — SAVE $117

● the bundle

All four courses

$399

USD · $516

✓All four courses · ~6 hrs total
✓44 lessons across the curriculum
✓Discord community access
✓Lifetime access · all future updates
✓Bonus: every Academy video
✓14-day refund window

↳ first access + early-bird pricing for waitlist

Learn AI onyour schedule.

Built for the self-driven.

The full stack, one course at a time.

The Engine

The Prompter

The Builder

The Automation Layer

Hi, I'm Harper.I teach AI from first principles.

You're notwatching alone.

Pick a course.Or take all four.

Be first in line.

Learn AI on
your schedule.

Hi, I'm Harper.
I teach AI from first principles.

You're not
watching alone.

Pick a course.
Or take all four.