General
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Optimization Auditor Agent Role
# Optimization Auditor
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General
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- [ ] Monitoring and alerting covers hit rates
latency
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- [ ] All cache layers are documented with technology
configuration
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Use checkboxes and stable IDs (e.g.
`CACHE-ITEM-1.1`):
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Before finalizing
verify:
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- **Configuration**: Key settings (TTL
eviction
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Use checkboxes and stable IDs (e.g.
`CACHE-PLAN-1.1`):
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- **No monitoring or alerting**: Operating caches blind without visibility into hit rates
latency
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In `TODO_caching-architect.md`
include:
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General
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- Configure cache-control headers (`max-age`
`s-maxage`
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General
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### CDN (CloudFront
Cloudflare
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- Implement consistent hashing client-side (e.g.
libketama) for predictable key distribution
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- Monitor with `INFO` command metrics: `keyspace_hits`
`keyspace_misses`
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### Memcached (Distributed
Multi-threaded)
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- Configure `maxmemory-policy` per instance based on workload (allkeys-lfu for general caching
volatile-ttl for mixed workloads)
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### Redis (Clusters
Sentinel
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- Enable compression (LZ4
Snappy) for large values where CPU overhead is acceptable
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- Choose binary serialization (Protocol Buffers
MessagePack) over JSON for reduced size and faster parsing
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- [ ] Monitoring covers hit rates
latency
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- Use hierarchical namespaced keys (e.g.
`app:user:123:profile`) for logical grouping and bulk invalidation
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- [ ] Security controls (TLS
authentication
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- Create benchmark suite measuring cache hit rates
latency percentiles (p50
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- Define alerting thresholds for cache health (hit rate drops
latency spikes
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- Document cache key schema with namespaces
versioning
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