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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 143: codify rollback triggers on `Toy workload cost instincts` — memo `254289 [143]`

Lesson 143: Toy workload cost instincts

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Toy workload cost instincts:143 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 24d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v2` before persistence.

Practice

Practice List five adversarial prompts using your org's domain nouns. — 143 Bump 29.