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ECO-AIM-AI-004

Name: No prompt caching

Category: AIM

Family: AI

Primary layer: ai

System layers: ai

Description

Repeated prompts without caching waste tokens and compute.

Impact

  • confidence: 0.6
  • notes: Strong for templated workflows.
  • type: cost

Detection

  • languages:
  • org
  • infra
  • method: hybrid

Remediation

  • guidance: Cache deterministic responses with TTL and safe scoping.
  • tradeoffs: Risk of staleness; privacy considerations.

Pattern examples

No pattern examples provided.

Remediation examples

No remediation examples provided.