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Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 060: chart token burn on `Eval harness hardening` — memo `40713 [60]`

Lesson 060: Eval harness hardening

Focus

Document interfaces between retrieval, prompts, and policy engines. Token Eval harness hardening:60 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Agent choreography

1. Observe bucket `TENANT-15`
2. Max steps `9`
3. Tools: `retrieve, escalate_human, log_decision`
4. Stop: spend cap | keyword `STOP-5`

Practice

Practice Attach rollback steps if cost-per-request crosses your guardrail. — 60 Bump 31.