Hands-on lessons where you build real, working agents — prompting, tools, RAG, and shipping. Not theory. You'll have a working agent before lunch.
A real lesson animation — the tool-use loop
See it move
Every concept is animated, not bullet-pointed. Watch the real mechanics play out beat by beat — here, a RAG query embedding your question, retrieving the closest chunk, and grounding the answer. You build the intuition before you build the code.
Hands-on
Each lesson forks a real, working agent for you to configure and chat with. Hit Check my work and we grade it automatically — no waiting on a human, no guessing if you got it right.
Find me 3 recent papers on retrieval-augmented generation.
web_search("retrieval augmented generation 2025 survey")
On it — searching the web for recent RAG research…
Here are 3 recent papers with one-line summaries and links. Want me to save these to your workspace?
Check my work
Hint: start your prompt with You are a…
Curriculum
Quick-start courses get you a real result fast. The masterclass takes you from a toy demo to a production-grade agent. New lessons added weekly — because the agent space changes weekly.
See what "production-grade" really means and watch an agent go live — the first two lessons of the masterclass, free. No card, no fluff.
What makes an agent production-grade?
Watch an agent go live (guided)
The deep-dive track. Each module takes a real skill from demo to deployable — with the actual engineering, not a button tour.
Prompt Engineering
Give It Tools
Connect It to the World (MCP)
Give It Expertise: Skills
Give It Memory
Self-Correction & Retry Loops
Knowledge & RAG
Eval & Tracing
Delegate to Subagents
How it works
Three steps from zero to a real, working agent.
Start with the free masterclass preview or unlock the full track. Animated lessons teach the real mechanics first.
Every lesson forks a real, working agent. Configure it, chat with it, and hit Check my work for instant automated grading.
Walk away with a real, working agent you built and tested yourself — proof you can build, not just a certificate.
Why a membership
New models, MCP, new patterns. A static course is stale before you finish it. Your membership is a curriculum that's continuously rebuilt around what actually works right now.
One membership unlocks the whole catalog — current modules and everything we ship next. No per-course upsells.
Lessons run on a live agent runtime with real tools, RAG, and deployment — so you're learning the thing, not a slideshow about it.
Recently added
live+ new lessons shipping every week
Pricing
Founding price locked for the first 20 members — for as long as you stay subscribed.
Start building today, no card.
RM0
forever
Production-Grade Agents — preview module (free)
A live, guided agent demo
No credit card, ever
Everything in the Lab — and everything we ship next.
RM49/mo after the founding cohort · or RM390/year
Full Production-Grade masterclass
Every hands-on sandbox & project
All new courses & lessons, included
Animated lessons + auto-grading
Build & ship real, working agents
Cancel anytime. Founding price never goes up while you stay.
Join the founding cohort and learn to build AI agents from scratch — hands-on, against a real platform, with new lessons shipping every week.
Founding price (RM39/mo) locked for as long as you stay.
Full masterclass + every new course and lesson included.
Build real, working agents — not just watch tutorials.
Founding cohort
Claim your spot now — or start free first and upgrade when you're hooked.