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LLMOps Basic — 146: chart token burn on `Toy workload cost instincts` — memo `152425 [146]`

Lesson 146: Toy workload cost instincts

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Toy workload cost instincts:146 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partition plan

| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 445 | hybrid@0.55 | preserve tables |
| Policies | 574 | dense@0.73 | ACL metadata required |

Drill: justify chunk boundaries for lesson 146.

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 146 Bump 11.