General
PromptBeginner5 minmarkdown
- Separate quick wins (high impact
low effort) from deeper architectural changes
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General
PromptBeginner5 minmarkdown
- Identify metrics to compare (latency
throughput
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General
PromptBeginner5 minmarkdown
- Estimate the performance impact (latency
throughput
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General
PromptBeginner5 minmarkdown
- Determine reuse scope (local file
module-wide
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General
PromptBeginner5 minmarkdown
- Evaluate removal safety (Safe
Likely Safe
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General
PromptBeginner5 minmarkdown
- Classify each finding by severity (Critical
High
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Data
PromptBeginner5 minmarkdown
- Review database queries for N+1 patterns
missing indexes
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Data
PromptBeginner5 minmarkdown
- Understand the expected traffic patterns
data volumes
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Data
PromptBeginner5 minmarkdown
- Review available metrics
profiling data
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General
PromptBeginner5 minmarkdown
- **Recommend** concrete
prioritized fixes with estimated impact
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General
PromptBeginner5 minmarkdown
- Identify the technology stack
runtime environment
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General
PromptBeginner5 minmarkdown
- Establish the scope of audit (single file
module
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General
PromptBeginner5 minmarkdown
- **Evaluate** reliability risks such as timeouts
retries
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Data
PromptBeginner5 minmarkdown
- **Analyze** algorithmic complexity
data structure choices
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General
PromptBeginner5 minmarkdown
Optimization Auditor Agent Role
# Optimization Auditor
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General
PromptBeginner5 minmarkdown
- [ ] Monitoring and alerting covers hit rates
latency
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`CACHE-ITEM-1.1`):
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General
PromptBeginner5 minmarkdown
- [ ] All cache layers are documented with technology
configuration
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
- **Configuration**: Key settings (TTL
eviction
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`CACHE-PLAN-1.1`):
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General
PromptBeginner5 minmarkdown
In `TODO_caching-architect.md`
include:
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General
PromptBeginner5 minmarkdown
- **No monitoring or alerting**: Operating caches blind without visibility into hit rates
latency
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General
PromptBeginner5 minmarkdown
- Implement consistent hashing client-side (e.g.
libketama) for predictable key distribution
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