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LLMOps Advanced — 063: rehearse canary cutover on `Multimodal cost discipline` — memo `153135 [63]`

Lesson 063: Multimodal cost discipline

Focus

Anchor this drill to one production LLM workflow—even hypothetical. Token Multimodal cost discipline:63 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography

1. Observe bucket `TENANT-18`
2. Max steps `7`
3. Tools: `retrieve, escalate_human, log_decision`
4. Stop: spend cap | keyword `STOP-6`

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 63 Bump 15.