← LLM Engineering Specialization
Pro topic
Eval, Safety & Cost Control
Ship gates, red-teaming basics, and budget-aware routing.
Eval, Safety & Cost Control
Ship gates
- Offline golden sets
- Online feedback + tracing
- Regression tests for prompts/models
Safety
- Input/output filtering for high-risk domains
- Human review for irreversible actions
- Clear refusals and escalation paths
Cost
Route easy traffic to smaller/cheaper models; reserve frontier models for hard cases.
Continue this theory with Pro
You've reached the free preview. Pro unlocks the full write-up, videos, quiz scoring, and cheatsheet.