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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General
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- [ ] All cache layers are documented with technology
configuration
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General
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Before finalizing
verify:
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General
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- Configuration: Key settings (TTL
eviction
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General
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Use checkboxes and stable IDs (e.g.
CACHE-PLAN-1.1):
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General
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- No monitoring or alerting: Operating caches blind without visibility into hit rates
latency
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General
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In TODO_caching-architect.md
include:
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General
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- Implement consistent hashing client-side (e.g.
libketama) for predictable key distribution
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General
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CDN (CloudFront
Cloudflare
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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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Memcached (Distributed
Multi-threaded)
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General
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- Monitor with INFO command metrics: keyspace_hits
keyspace_misses
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General
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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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General
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Redis (Clusters
Sentinel
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General
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- Enable compression (LZ4
Snappy) for large values where CPU overhead is acceptable
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General
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- Choose binary serialization (Protocol Buffers
MessagePack) over JSON for reduced size and faster parsing
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General
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- [ ] Security controls (TLS
authentication
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General
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- Use hierarchical namespaced keys (e.g.
app:user:123:profile) for logical grouping and bulk invalidation
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Monitoring covers hit rates
latency
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General
PromptBeginner5 minmarkdownQuality: 24
- Define alerting thresholds for cache health (hit rate drops
latency spikes
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General
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- Create benchmark suite measuring cache hit rates
latency percentiles (p50
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General
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- Document cache key schema with namespaces
versioning
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General
PromptBeginner5 minmarkdownQuality: 24
- Cost optimization: Right-sizing cache instances
tiered storage (hot/warm/cold)
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