Building Production AI Systems
This trail covers the practical path from conceptual understanding to deployed AI systems. It begins with visual introductions to structured development workflows, progresses through skill development methodology and business case construction, and arrives at production system architectures with real deployment examples. The trail emphasizes the bridge between knowing what to build and actually shipping working systems, connecting each concept to concrete implementation patterns that have proven successful in production.
7 Stops
- 1GSD Narration Script: Human-in-the-Loop Infrastructure
Visual introduction to structured AI development workflow
- 2From Theory to Production: Building Personal Infrastructure
Book chapter on bridging concepts to working systems
- 3Second Brain Pilot README
Job automation engine with AI processing - production system
- 4Building Production-Ready AI Tools with Claude Skills
Practical skill development methodology
- 5NDC KB Agent Executive Summary
Business case for a production AI system
- 6SaaS Company KB Agent Architecture
Technical architecture of production system
- 7Personal Infrastructure
Additional production case studies from the book