General
PromptBeginner5 minmarkdownQuality: 24
- Address scalability: proactively consider expected input size
memory limitations
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Showing 24 of 131,985Categories: Data & Insights, Cursor-rules, General, Communication, Data, Coding & Debugging
General
PromptBeginner5 minmarkdownQuality: 28
- Provide alternative solutions when trade-offs exist (in-place vs additional memory
speed vs memory)
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General
PromptBeginner5 minmarkdownQuality: 24
- Identify constraints
input/output requirements
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General
PromptBeginner5 minmarkdownQuality: 28
- Remember that premature optimization is counterproductive
but strategic optimization is essential
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General
PromptBeginner5 minmarkdownQuality: 24
- Capture percentiles (p50
p95
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General
PromptBeginner5 minmarkdownQuality: 24
- Consider the full system impact of optimizations
not just local improvements
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] All optimizations are documented with rationale
measured impact
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Data
PromptBeginner5 minmarkdownQuality: 24
- Use reproducible benchmarks with consistent hardware
data volume
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- [ ] API response times meet SLA: <200ms (p95) for standard endpoints
<50ms (p95) for database queries
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General
PromptBeginner5 minmarkdownQuality: 24
- Document trade-offs: readability vs performance
memory vs CPU
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Frontend metrics meet targets: LCP <2.5s
FID <100ms
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General
PromptBeginner5 minmarkdownQuality: 24
After completing optimization
verify:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Correlate bottlenecks with specific code paths
queries
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General
PromptBeginner5 minmarkdownQuality: 24
- Implement optimizations incrementally
measuring after each change
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General
PromptBeginner5 minmarkdownQuality: 24
- Classify each bottleneck by type: CPU-bound
I/O-bound
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General
PromptBeginner5 minmarkdownQuality: 24
- Profile memory usage including heap size
GC frequency
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Communication
PromptBeginner5 minmarkdownQuality: 24
- Microservices: gRPC for inter-service communication
message queues for decoupling
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General
PromptBeginner5 minmarkdownQuality: 24
- Capture response time percentiles (p50
p95
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- API: Payload size reduction
compression (gzip
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Frontend: Code splitting
tree shaking
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General
PromptBeginner5 minmarkdownQuality: 24
- Implement multi-level caching: in-process cache
distributed cache (Redis)
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General
PromptBeginner5 minmarkdownQuality: 24
- Configure cache eviction policies (LRU
LFU) based on access patterns
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General
PromptBeginner5 minmarkdownQuality: 24
- Scaling patterns: denormalization where appropriate
sharding strategies
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General
PromptBeginner5 minmarkdownQuality: 24
- Indexing strategies: composite indexes
covering indexes
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