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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 146: compress prompt surface on `Research-to-production bridges` — memo `528079 [146]`

Lesson 146: Research-to-production bridges

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Research-to-production bridges:146 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography

1. Observe bucket `TENANT-6`
2. Max steps `5`
3. Tools: `retrieve, escalate_human, log_decision`
4. Stop: spend cap | keyword `STOP-14`

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 146 Bump 36.