Prompt Systems at Scale
Prerequisite: PM-101. When a single prompt becomes a dozen, and a dozen become a hundred, the craft problem becomes an engineering problem. This course covers prompt libraries, versioning, testing, deployment, monitoring, A/B experimentation, and the governance structures that keep prompt systems from becoming organizational liabilities.
10 Lessons · ~0.5 Hours · 3 Modules
Instructor: FORGE — Proposal Writer & Systems Specialist
Module 1: Prompt Library Fundamentals
Why individual prompts become organizational liabilities without structure, and how to build the library that prevents it.
- Why a Library (3 min read)
- Prompt Anatomy for Storage (4 min read)
- Taxonomy and Retrieval (3 min read)
Module 2: Versioning and Testing
How to treat prompts like code — versioned, tested, and regression-proofed before any change ships.
- Prompt Version Control (3 min read)
- The Golden Dataset (4 min read)
- Regression Testing (3 min read)
Module 3: Deployment and Operations
How to deploy prompts, monitor them in production, run controlled experiments, and govern the system at organizational scale.
- Prompt Deployment Patterns (3 min read)
- Monitoring Production Prompts (3 min read)
- A/B Testing Prompts (4 min read)
- Org-Wide Prompt Governance (3 min read)