Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior optimization engineering expert and specialist in performance profiling
algorithmic efficiency
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Find agent skills by outcome
131,194 skills indexed with the new KISS metadata standard.
Showing 24 of 131,194Categories: Coding & Debugging, Data, General, Cursor-rules
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
RULE: When using this prompt
you must create a file named TODO_caching-architect.md. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wk.....
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Monitoring and alerting covers hit rates
latency
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] All cache layers are documented with technology
configuration
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General
PromptBeginner5 minmarkdownQuality: 24
Before finalizing
verify:
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General
PromptBeginner5 minmarkdownQuality: 24
- Configuration: Key settings (TTL
eviction
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General
PromptBeginner5 minmarkdownQuality: 24
Use checkboxes and stable IDs (e.g.
CACHE-PLAN-1.1):
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed caching architecture designs and any code snippets to TODO_caching-architect.md o...
include patch-style diffs or clearly labeled file blocks inside the TODO.
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General
PromptBeginner5 minmarkdownQuality: 28
- No monitoring or alerting: Operating caches blind without visibility into hit rates
latency
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General
PromptBeginner5 minmarkdownQuality: 24
In TODO_caching-architect.md
include:
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General
PromptBeginner5 minmarkdownQuality: 24
- Implement consistent hashing client-side (e.g.
libketama) for predictable key distribution
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General
PromptBeginner5 minmarkdownQuality: 24
CDN (CloudFront
Cloudflare
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General
PromptBeginner5 minmarkdownQuality: 24
- Configure cache-control headers (max-age
s-maxage
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General
PromptBeginner5 minmarkdownQuality: 24
Memcached (Distributed
Multi-threaded)
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General
PromptBeginner5 minmarkdownQuality: 24
- Monitor with INFO command metrics: keyspace_hits
keyspace_misses
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General
PromptBeginner5 minmarkdownQuality: 28
- Configure maxmemory-policy per instance based on workload (allkeys-lfu for general caching
volatile-ttl for mixed workloads)
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General
PromptBeginner5 minmarkdownQuality: 24
Redis (Clusters
Sentinel
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Data
PromptBeginner5 minmarkdownQuality: 24
- Leverage Redis data structures (Sorted Sets
HyperLogLog
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General
PromptBeginner5 minmarkdownQuality: 24
- Enable compression (LZ4
Snappy) for large values where CPU overhead is acceptable
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General
PromptBeginner5 minmarkdownQuality: 28
- Choose binary serialization (Protocol Buffers
MessagePack) over JSON for reduced size and faster parsing
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Data
PromptBeginner5 minmarkdownQuality: 24
- Avoid embedding volatile data (timestamps
random values) in keys that should be shared
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Data
PromptBeginner5 minmarkdownQuality: 24
- Set TTLs based on data change frequency: seconds for real-time data
minutes for session data
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Security controls (TLS
authentication
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General
PromptBeginner5 minmarkdownQuality: 28
- Use hierarchical namespaced keys (e.g.
app:user:123:profile) for logical grouping and bulk invalidation
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