Become the engineer
every team calls first.
Most engineers know how to get AI to do something. After this course, you know how to build systems where AI does things reliably, securely, and at scale — without you watching. That distinction is your career.
One-time payment · No subscription · Lifetime access
The transformation
You use AI well.
You architect AI systems.
Each level unlocks only after you pass a rigorous assessment. No skipping. No shortcuts. Every framework is immediately deployable on your own projects.
Master the CLAUDE.md architecture. Design WHO, WHAT, WHERE, HOW blocks that eliminate generic AI responses forever. Learn context window economics and the two-tier hierarchy.
Build reusable domain-expertise modules. Learn to localize public GitHub skills, design output contracts, and compose skills across domains. Includes skill testing and drift management.
Design reactive systems using trigger-action pairs, agent persona switching, pre-hooks, and post-hooks. Build keyword, pattern, and semantic triggers with priority and conflict resolution.
Deploy the PERL cycle (Plan, Execute, Reconcile, Log). Design DAG workflows, human-in-the-loop checkpoints, error recovery strategies, and full audit trails for multi-agent systems.
Defend against prompt injection (direct and indirect). Build devil's advocate agents. Design least-privilege permission models. Establish governance frameworks for production AI deployments.
The senior engineer who uses AI daily but cannot defend how.
You ship with AI assistance but cannot explain the architecture behind why it works — or fails. This course gives you the framework to own that conversation with your team and your manager.
The engineer positioning for staff or architect level.
Enterprise hardening, multi-agent orchestration, and audit trail design are exactly the vocabulary that separates senior from staff. This course is that vocabulary, with assessments to prove you have it.
The engineering lead building AI into a team's workflow.
You need systematic, defensible frameworks — not tips and tricks. The PERL cycle and dynamic hook architecture give you something you can actually enforce and teach across a team.
The technical founder who needs to speak to enterprise buyers.
Enterprise buyers ask about security, governance, and failure modes. Level 5 alone — Enterprise Hardening — prepares you for every room that matters, with specific language for each objection.
Every element is designed to close the gap between understanding a concept and being able to use it in a real production environment.
Written responses graded by Claude in real-time. You get specific, rubric-based feedback on what was strong and what was missing — not a generic score.
A custom-generated certificate emailed to you on completion. Includes your name, completion date, and all 5 levels achieved. PDF-ready for LinkedIn.
A professionally crafted PDF of exactly what to add to your resume and LinkedIn profile to position yourself as an AI architect, not just an AI user.
Each level includes a personalized AI tutor that knows the curriculum. Ask for examples, verbal quizzing, or deeper explanations — all in-context.
Every practice exercise includes real, production-ready templates for CLAUDE.md files, skill files, hook configurations, and orchestration meta-prompts.
Pay once. Access forever. Content updates are included. Resume the course on any device. Progress is saved to your account.
Every level includes hand-picked links to Anthropic research, Stanford papers, OWASP guides, and official API docs — the primary sources that reinforce exactly what you just learned.
What you walk away with
Context file architecture that eliminates inconsistent AI behavior across your team's environments — immediately applicable to any codebase.
The PERL cycle for multi-agent orchestration — Plan, Execute, Reconcile, Log — the framework that makes AI systems auditable and explainable.
Prompt injection defense and least-privilege permission models — the security layer almost no one teaches at a practical, implementable level.
A verifiable certificate and resume PDF with exact language to position yourself as an AI architect — not just an AI user — on every platform that matters.
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"The PERL cycle alone changed how I think about multi-agent workflows. Level 4 is worth ten times the price. I use this framework every day now."
"I've done Coursera, Udemy, DeepLearning.ai. This is the only course that teaches you HOW to use AI in real engineering work, not just theory. The AI-graded questions are genuinely hard."
"Enterprise Hardening (Level 5) is the content the entire industry needs. Nobody talks about prompt injection defense at a practical, implementable level. This does."
"Context file architecture is something I should have understood two years ago. Level 1 alone will save you hours every week. The rest of the course builds systematically on top of it."
"I was skeptical about the price. By Level 3 I had already restructured how my team uses AI in code review. The dynamic hooks pattern alone saved more than the course cost in the first month."
"The AI-graded assessments are the real differentiator. Written answers with rubric-based feedback forces you to actually think — not just recognize correct answers. Dense, high-signal course."
Stop being the engineer who uses AI. Become the engineer who architects it — and can explain, defend, and improve every system they build.
Lifetime access · Certificate included · One-time payment