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

LLMOps Intermediate — 144: pair eval regressions on `Research-to-production bridges` — memo `873220 [144]`

Lesson 144: Research-to-production bridges

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Research-to-production bridges:144 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1708
- completion_budget: 635
- cache_key: `12144`

Hypothesis: halving completions moves P95 ~5% — record actuals.

Practice

Practice Paste the worked template into an internal wiki stub and name owners. — 144 Bump 6.