Architect & Plan
Develop & Review
Deploy & Optimize
Portfolio & Beyond
Define system architecture, select core models, and plan your production build for immediate impact.
Implement core features, integrate components, and receive daily async code reviews from staff engineers.
Push to production, monitor performance, and refine your AI system for real-world reliability.
Showcase your deployed project, apply advanced system architecture patterns, and accelerate your career.
Engineered for Production
We cut the noise and focus on what matters: shipping robust AI systems ready for your portfolio.
Mandatory Production Builds
Staff PR Reviews
High-Density Curriculum
You write code that ships, not just completes tutorials. Real-world projects from day one.
Direct, async code reviews from staff engineers who understand production AI systems and delivery.
Zero video dumps. Focused, high-density curriculum designed to get you building immediately.






Production AI System Architecture
LLM Orchestration
Design and implement complex LLM workflows, agentic systems, and prompt engineering at scale.
Vector Databases & RAG
Master vector embeddings, retrieval-augmented generation (RAG), and efficient data indexing for AI applications.
Evaluation & Monitoring
Build robust evaluation pipelines, monitor AI model performance, and ensure system reliability in production.
Next Cohort: Oct 14
Future Cohorts
Limited seats available. Pay once, no subscriptions. Includes full sprint access and staff PR reviews.
Join the waitlist for upcoming sprints and be notified of new curriculum releases.

