Where prompts evolve
into systems
A 6-week practical bootcamp to ship cost-effective, AI-integrated systems; cutting through the confusion and noise to get you into production
AI is a tool
Systems are the skill
We guide you to design, build, and own production AI systems that is cost-aware, failure-tolerant, and actually useful.
The Curriculum
One working system. Built week by week. Shipped to production.
Reality Check & First Ship
Name the failure modes. Estimate the cost. Ship a live CrewAI tool before Sunday.
Market Alignment
Rebuild without the framework. Feel what CrewAI hid. Ship a demo a real user can try.
Tooling & RAG
Your demo has no memory. Build the retrieval layer. Evaluate buy vs. build for every tool.
AI Pipelines & Agents
Move AI off the request path. Event-driven workflows, agent graphs, your first MCP tool.
Reliability & Deployment
Retries, tracing, containers. Make your pipeline handle failures and run somewhere real.
Capstone ↗
Your problem. Your stack. Your call. Define a goal, ship a working system, present it to the cohort.