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LLMOps Advanced — 033: compress prompt surface on `Agent guardrail tabletops` — memo `175815 [33]`

Lesson 033: Agent guardrail tabletops

Focus

Assume an auditor replays your claims; narrate checkpoints aloud. Token Agent guardrail tabletops:33 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Token CFO scratchpad

- prompt_budget: 1734
- completion_budget: 590
- cache_key: `4243`

Hypothesis: halving completions moves P95 ~6% — record actuals.

Practice

Practice Simulate degraded retrieval once; capture user-facing fallback copy. — 33 Bump 32.