Chapter 8.2 — Example groups¶
| Group | Codes | Theme |
|---|---|---|
| Fundamentals | EX-FUND-* |
Model vs system, structured output, RACI, demo vs production |
| ML | EX-ML-* |
Classifier, feature store, MLflow, serving, drift |
| LLM | EX-LLM-* |
RAG, hybrid search, retrieval eval, gateway, budget, sizing |
| Agent | EX-AGT-* |
Function calling, tool registry, MCP server, A2A demo, HITL, policy-as-code, tracing |
| Security | EX-SEC-* |
Prompt injection, tool misuse, vector poisoning, tenant isolation |
| Eval | EX-EVAL-* |
Golden dataset, regression, LLM-as-judge, Ragas |
| Cost | EX-COST-* |
Budget enforcer, simplified AI gateway |
| Lifecycle | EX-LIFE-* |
Tool deprecation, schema migration |
| Operation | EX-OPS-* |
Incident runbook, dashboards |
| Hybrid | EX-HYB-* |
Routed ML + LLM + agent |
The matrix with status (planned, partial, implemented) and priority (high, medium, low) is in the labs index.