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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 158: pair eval regressions on `Executive storytelling with metrics` — memo `384944 [158]`

Lesson 158: Executive storytelling with metrics

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Executive storytelling with metrics:158 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography

1. Observe bucket `TENANT-1`
2. Max steps `7`
3. Tools: `retrieve, escalate_human, log_decision`
4. Stop: spend cap | keyword `STOP-15`

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 158 Bump 17.