Lesson 022: Adapter calculus vs prompting
Focus
Prefer explicit failure rehearsals over aspirational wording. Token Adapter calculus vs prompting:22 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Adapter calculus vs prompting · drill v2 · spin
611868. - Habit: pair every model utterance with a trace_id you could paste into Grafana.
- Guardrail: write one RACI bullet referencing this lesson tomorrow.
Deep dive notebook
Synthetic drill artefacts
Prompt scaffold
ROLE: Incident analyst cohort 22
INPUTS:
- excerpts tagged [chunk_id ...]
- guardrails referencing policy_bundle_4
TASK:
1) Summarize deltas with citations
2) Confidence label LOW|MED|HIGH + evidence
3) If facts missing emit MISSING_FACTS list
USER_SEED_QUESTION >>> What changed between rollout 32 and 24?
Practice
Practice List five adversarial prompts unique to your org’s nouns. — 22 Bump literals mindset by 18.