Part of the Agent Engineering Stack: From Zero to Production in 3 Days track — 3 classes, take them in any order.
See the whole track →What You'll Learn
“Context” is the whole game — and most people fill it with noise. This hands-on Python intensive walks the full lifecycle of model context: what goes in, why, how to budget it, how to persist it, and how to defend it. By 4pm you'll have built, from scratch, a token-budget tracker, a FAISS vector store with RAG retrieval, multi-stage summarization pipelines, a sliding-window context manager, a 5-tier hierarchical memory system, and a red-team suite that throws 10+ jailbreak and injection attacks at your own agents — plus a Constitutional AI critique-revise loop to defend them. You'll leave knowing what “context” actually means, and how to engineer it.
- Engineer the full context lifecycle — what goes in, why, budget, persist, defend
- Build a FAISS vector store and RAG retrieval from scratch
- Compress long docs with summarization pipelines and sliding-window management
- Give agents a 5-tier hierarchical memory that persists
- Red-team your context — beat 10+ jailbreak/injection attacks, add Constitutional AI
Course Schedule
Week 1 1 session
Context Engineering
All times shown in Pacific Time
Who Is This Course For
VERY Technical Engineers
Join the Course
Pay what you can - accessible learning for all
We use a suggested price to prevent abuse, but if you need a larger discount, apply for a scholarship. We offer 100% scholarships — no one is turned away for lack of funds.
Frequently Asked Questions
How are classes delivered?
All classes are live and online via video call. Sessions are recorded so you can review them later if you miss one.
What does "pay what you can" mean?
We show a suggested price, but you can pay any amount. If you need a larger discount, apply for a scholarship — we offer 100% scholarships and no one is turned away for lack of funds.
Do I need prior experience?
VERY Technical Engineers
What do I get when I enroll?
Live sessions with the instructor, access to course curriculum materials, community access via our Matrix chat server, and recordings of all sessions.
Want to schedule this course for your team?
Contact us: liz@themultiverse.school