ECO-AIM-AI-004 — No prompt caching¶

Category: AI/ML (AIM)
Family: AI (AI)
Layer: AI
Tier: 2
Severity: note
Tags: ai, caching
Legacy ID: ECO-AI-004

Summary¶

Repeated prompts without caching waste tokens and compute.

Many prompts are repetitive; caching reduces repeated work.

{
  "confidence": 0.6,
  "notes": "Strong for templated workflows.",
  "type": "cost"
}

{
  "languages": [
    "org",
    "infra"
  ],
  "method": "hybrid"
}

{
  "guidance": "Cache deterministic responses with TTL and safe scoping.",
  "tradeoffs": "Risk of staleness; privacy considerations."
}

{
  "system_layers": [
    "ai"
  ]
}