Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Identify cost optimization opportunities in infrastructure
API calls
0
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Profile code
queries
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Data
PromptBeginner5 minmarkdownQuality: 24
- Analyze algorithmic complexity
data structure choices
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior optimization engineering expert and specialist in performance profiling
algorithmic efficiency
0
Creative
PromptBeginner5 minmarkdownQuality: 24
- Plans for failure modes including stampede
cold start
0
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.....
0
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.
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Leverage Redis data structures (Sorted Sets
HyperLogLog
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Data
PromptBeginner5 minmarkdownQuality: 24
- Set TTLs based on data change frequency: seconds for real-time data
minutes for session data
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Avoid embedding volatile data (timestamps
random values) in keys that should be shared
0
Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] Cache hit rates meet target thresholds (typically >90% for hot data
70% for warm data)
0
Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] Memory sizing accounts for peak load
data growth
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Design load tests simulating cache stampede
hot key
0
Business
PromptBeginner5 minmarkdownQuality: 24
After designing or modifying a caching strategy
verify:
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Business
PromptBeginner5 minmarkdownQuality: 24
- Memory management: Eviction policy selection
maxmemory configuration
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Data
PromptBeginner5 minmarkdownQuality: 28
- Event-driven invalidation: Publish cache invalidation events on data changes
scalable for distributed systems
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Database caching: Query result caching
materialized views
0
Data
PromptBeginner5 minmarkdownQuality: 28
- Distributed caching: Redis clusters for shared state
Memcached for simple key-value hot data
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Calculate cache memory requirements based on data size
cardinality
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Identify hot data sets
access patterns
0
Creative
PromptBeginner5 minmarkdownQuality: 28
- Select optimal caching technologies based on use case requirements
designing hybrid solutions that combine multiple technologies including CDN and edge caching
0
Creative
PromptBeginner5 minmarkdownQuality: 24
- Design from the outside in: CDN layer
application cache layer
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Ensure data consistency by designing invalidation workflows
eventual consistency patterns
0
Creative
PromptBeginner5 minmarkdownQuality: 24
- Design multi-layer caching architectures using Redis
Memcached
0