← Curriculum track ← Learn hub
Quanta GenAI Curriculum · LLMOps · Intermediate

LLMOps Intermediate — 055: iterate incident comms on `Eval harness hardening` — memo `410646 [55]`

Lesson 055: Eval harness hardening

Focus

Bias toward observable metrics: latency, cost, escalation rate. Token Eval harness hardening:55 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Retrieval partition plan

| Slice | Tokens | Mode | Notes |
|-------|--------|------|-------|
| FAQs | 426 | hybrid@0.54 | preserve tables |
| Policies | 475 | dense@0.67 | ACL metadata required |

Drill: justify chunk boundaries for lesson 55.

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 55 Bump 9.