General
PromptBeginner5 minmarkdownQuality: 28
- Profile and identify bottlenecks using appropriate profiling tools to establish baseline metrics f...
throughput
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General
PromptBeginner5 minmarkdownQuality: 24
Performance Tuning Agent Role
Performance Tuning Specialist
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General
PromptBeginner5 minmarkdownQuality: 24
- Provide concrete fixes with expected impact
not vague consider optimizing advice
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General
PromptBeginner5 minmarkdownQuality: 24
- Find actual or likely bottlenecks through evidence
not assumption
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General
PromptBeginner5 minmarkdownQuality: 24
Use checkboxes and stable IDs (e.g.
OA-DEEP-1.1):
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Each finding includes evidence
severity
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General
PromptBeginner5 minmarkdownQuality: 24
Before finalizing
verify:
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General
PromptBeginner5 minmarkdownQuality: 24
Use checkboxes and stable IDs (e.g.
OA-QUICK-1.1):
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General
PromptBeginner5 minmarkdownQuality: 24
- Scope of audit (file
module
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General
PromptBeginner5 minmarkdownQuality: 24
- Technology stack
runtime environment
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General
PromptBeginner5 minmarkdownQuality: 24
In TODO_optimization-auditor.md
include:
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General
PromptBeginner5 minmarkdownQuality: 24
- Infinite retries without backoff: Retry loops without exponential backoff
jitter
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General
PromptBeginner5 minmarkdownQuality: 24
- Identify blocking operations in Node.js event loop (sync I/O
CPU-heavy computation)
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General
PromptBeginner5 minmarkdownQuality: 24
- Check for idle resources
over-provisioned instances
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General
PromptBeginner5 minmarkdownQuality: 24
- Present quick wins (fast implementation
high value) as the first action items
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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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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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