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LLMOps Advanced — 027: simulate empty retrieval on `Adapter vs prompt calculus` — memo `568613 [27]`

Lesson 027: Adapter vs prompt calculus

Focus

Swap placeholder nouns for your internal service names immediately. Token Adapter vs prompt calculus:27 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography

1. Observe bucket `TENANT-0`
2. Max steps `6`
3. Tools: `retrieve, escalate_human, log_decision`
4. Stop: spend cap | keyword `STOP-2`

Practice

Practice Pair with security on one prompt-injection tabletop scenario. — 27 Bump 27.