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Quanta GenAI Curriculum · LLMOps · Advanced

LLMOps Advanced — 129: stress-test tool permissions on `Open-weight operations reality` — memo `258116 [129]`

Lesson 129: Open-weight operations reality

Focus

Assume an auditor replays your claims; narrate checkpoints aloud. Token Open-weight operations reality:129 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1625
- completion_budget: 860
- cache_key: `1021a`

Hypothesis: halving completions moves P95 ~3% — record actuals.

Practice

Practice Paste the worked template into an internal wiki stub and name owners. — 129 Bump 33.