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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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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General
PromptBeginner5 minmarkdownQuality: 24
- Capture response time percentiles (p50
p95
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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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General
PromptBeginner5 minmarkdownQuality: 24
- Search: Binary search
interpolation search
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General
PromptBeginner5 minmarkdownQuality: 24
- Graph algorithms: BFS
DFS
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General
PromptBeginner5 minmarkdownQuality: 24
- Sorting: Quicksort
mergesort
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General
PromptBeginner5 minmarkdownQuality: 24
- String algorithms: KMP
Rabin-Karp
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General
PromptBeginner5 minmarkdownQuality: 24
- Document all optimizations applied
their rationale
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General
PromptBeginner5 minmarkdownQuality: 24
- Address scalability proactively by considering expected input growth
memory limitations
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General
PromptBeginner5 minmarkdownQuality: 28
- Validate that optimizations do not degrade performance in other areas (e.g.
memory for CPU trade-offs)
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General
PromptBeginner5 minmarkdownQuality: 24
- Inspect memory allocation patterns for leaks
excessive garbage collection pauses
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General
PromptBeginner5 minmarkdownQuality: 24
- Review rendering cycles for layout thrashing
unnecessary re-renders
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General
PromptBeginner5 minmarkdownQuality: 24
- Profile frontend performance using Chrome DevTools
Lighthouse
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General
PromptBeginner5 minmarkdownQuality: 24
- Identify bottlenecks using CPU profilers
memory profilers
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General
PromptBeginner5 minmarkdownQuality: 24
- Capture baseline metrics: response time (p50
p95
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General
PromptBeginner5 minmarkdownQuality: 24
- Enhance async and concurrency patterns by optimizing event loops
worker threads
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General
PromptBeginner5 minmarkdownQuality: 28
- Profile and identify bottlenecks using appropriate profiling tools to establish baseline metrics f...
throughput
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