XProgram
AI Laboratories
Fourteen required labs. Where the discipline becomes capability.
- L01Course
Prompt Library
Your first library of production prompts.
1 lessons·PractitionerThe lab - L02Course
Model Bake-off
Compare frontier and local models on a real task.
1 lessons·PractitionerThe lab - L03Course
RAG System
Retrieval, generation, evaluation.
1 lessons·PractitionerThe lab - L04Course
Vector Database Deployment
Storage for retrieval.
1 lessons·PractitionerThe lab - L05Course
AI Coding Assistant
A domain-specific coding assistant.
1 lessons·PractitionerThe lab - L06Course
Document Analysis Pipeline
The workhorse enterprise application.
1 lessons·PractitionerThe lab - L07Course
Multi-Agent Workflow
Coordination, precisely.
1 lessons·PractitionerThe lab - L08Course
Rubric-Based Evaluation
Judging model output.
1 lessons·PractitionerThe lab - L09Course
Fine-Tune a Small Model
The full fine-tuning cycle.
1 lessons·PractitionerThe lab - L10Course
Deploy an AI Application
The full deployment cycle.
1 lessons·PractitionerThe lab - L11Course
Latency and Cost Monitoring
Watching production.
1 lessons·PractitionerThe lab - L12Course
Red-Team Your Own System
The self-assessment.
1 lessons·PractitionerThe lab - L13Course
A/B Evaluation
Statistically defensible product decisions.
1 lessons·PractitionerThe lab - L14Course
End-to-End AI Product
The capstone lab.
1 lessons·PractitionerThe capstone