General
PromptBeginner5 minmarkdownQuality: 24
- Identify actual bottlenecks through measurement
not assumption
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Quick wins (high ROI
low effort) are clearly separated from deeper refactors
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General
PromptBeginner5 minmarkdownQuality: 24
After completing the optimization audit
verify:
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Each finding includes category
severity
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General
PromptBeginner5 minmarkdownQuality: 24
- Compute waste from unnecessary retries
polling
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General
PromptBeginner5 minmarkdownQuality: 24
- Latency distribution (p50
p95
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Data
PromptBeginner5 minmarkdownQuality: 24
- Loading full datasets instead of streaming
pagination
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General
PromptBeginner5 minmarkdownQuality: 24
- Poor join ordering
filter placement
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General
PromptBeginner5 minmarkdownQuality: 24
- Missing batching
compression
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General
PromptBeginner5 minmarkdownQuality: 24
- Unnecessary copies
serialization
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General
PromptBeginner5 minmarkdownQuality: 24
- Redundant sorting
filtering
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General
PromptBeginner5 minmarkdownQuality: 24
- Repeated scans
nested loops
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General
PromptBeginner5 minmarkdownQuality: 24
- Separate quick wins (high impact
low effort) from deeper architectural changes
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General
PromptBeginner5 minmarkdownQuality: 24
- Identify metrics to compare (latency
throughput
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General
PromptBeginner5 minmarkdownQuality: 24
- Determine reuse scope (local file
module-wide
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General
PromptBeginner5 minmarkdownQuality: 24
- Estimate the performance impact (latency
throughput
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General
PromptBeginner5 minmarkdownQuality: 24
- Evaluate removal safety (Safe
Likely Safe
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General
PromptBeginner5 minmarkdownQuality: 24
- Classify each finding by severity (Critical
High
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Data
PromptBeginner5 minmarkdownQuality: 24
- Review database queries for N+1 patterns
missing indexes
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Data
PromptBeginner5 minmarkdownQuality: 24
- Review available metrics
profiling data
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Data
PromptBeginner5 minmarkdownQuality: 24
- Understand the expected traffic patterns
data volumes
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General
PromptBeginner5 minmarkdownQuality: 24
- Identify the technology stack
runtime environment
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General
PromptBeginner5 minmarkdownQuality: 24
- Establish the scope of audit (single file
module
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General
PromptBeginner5 minmarkdownQuality: 24
- Recommend concrete
prioritized fixes with estimated impact
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