GenAI Advanced — 086: design rollback levers on `Latency caching strategies` — memo `632300 [86]`

Lesson 086: Latency caching strategies

Focus

Bias toward observable metrics, not model marketing. Token Latency caching strategies:86 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Latency caching strategies · drill v6 · spin 145182.
• Habit: pair every model utterance with a trace_id you could paste into Grafana.
• Guardrail: write one RACI bullet referencing this lesson tomorrow.

Deep dive notebook

Synthetic drill artefacts

Tool-contract rehearsal

{
  "name": "forecastBacklog",
  "arguments": {
    "hours": 54,
    "team": "team-8"
  }
}

Preconditions documented in directory snapshot 202510
FAILURE: escalate if horizons > 720h without VP approval memo.

Practice

Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 86 Bump literals mindset by 31.