Agent architecture
Models, context, RAG, memory, tools, approvals, evaluation, observability and the production infrastructure around them.
I build AI systems for a living.
Now, let’s build yours.
100+ AI agents and automation systems deployed. I bring the architecture decisions, delivery habits and lessons from real projects into every live session.

I have spent years turning messy business processes into systems that can reason, retrieve knowledge, use tools and take action. Every deployment sharpened the same lesson: the “best stack” is not a fashionable logo. It is the combination that fits the workflow, data, risk, budget and people operating it.
As founder of n8nlab, CEO of Taskwise.ai and Head of AI Automation across multiple online businesses, I work at the intersection of architecture, delivery and business outcomes.
VibeCode Academy is where I transfer that knowledge. You will not just watch me build. You will make the architecture decisions, deploy a working system and learn how to turn the capability into leverage for yourself or a service for clients.
Technical depth matters. So does understanding the business consequence of every architecture decision.
Models, context, RAG, memory, tools, approvals, evaluation, observability and the production infrastructure around them.
More than 100 agent and automation implementations across different company sizes, workflows and operational constraints.
Founder-level experience turning technical capability into offers, content, client relationships and repeatable online businesses.
A live, practical system: explain the decision, build the project, prove it works, deploy it and review the result.
In four weeks, you move from an idea to a deployed AI agent. If you choose the business track, we also build the path from technical skill to a clear offer, sales conversation and client delivery.
Explore the full curriculum →Frameworks change. The ability to reason about systems, risk and value compounds.
Join me for four weeks of building, or bring your next architecture, automation or business challenge to a private call.