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caching-strategy-helper

Recommend caching strategies and invalidation patterns. Use when a mid-level developer needs performance guidance.

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Caching Strategy Helper

Purpose

Recommend caching strategies and invalidation patterns.

Inputs to request

  • Hot paths and read/write ratios.
  • Freshness and consistency requirements.
  • Traffic patterns and cache budgets.

Workflow

  1. Identify hot paths, read/write ratios, and freshness needs.
  2. Recommend cache type and eviction policy.
  3. Outline invalidation triggers and metrics.

Output

  • Caching plan with risks and metrics.

Quality bar

  • Clarify stale data tolerances.
  • Include cache hit metrics to validate.

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