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Quanta GenAI Curriculum · LLMOps · Basic

LLMOps Basic — 149: stress-test tool permissions on `Toy workload cost instincts` — memo `384166 [149]`

Lesson 149: Toy workload cost instincts

Focus

Swap placeholder nouns for your internal service names immediately. Token Toy workload cost instincts:149 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Logging contract

| Field | Retention |
|-------|-----------|
| trace_id | 9d |
| prompt_hash | policy-defined |
| completion_excerpt | 24h hot |

Mask tier `pii-v0` before persistence.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 149 Bump 39.