General
PromptBeginner5 minmarkdownQuality: 24
- Estimate the performance impact (latency
throughput
0
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General
PromptBeginner5 minmarkdownQuality: 24
- Evaluate removal safety (Safe
Likely Safe
0
General
PromptBeginner5 minmarkdownQuality: 24
- Classify each finding by severity (Critical
High
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Review database queries for N+1 patterns
missing indexes
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Review available metrics
profiling data
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Understand the expected traffic patterns
data volumes
0
General
PromptBeginner5 minmarkdownQuality: 24
- Identify the technology stack
runtime environment
0
General
PromptBeginner5 minmarkdownQuality: 24
- Establish the scope of audit (single file
module
0
General
PromptBeginner5 minmarkdownQuality: 24
- Recommend concrete
prioritized fixes with estimated impact
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Identify cost optimization opportunities in infrastructure
API calls
0
General
PromptBeginner5 minmarkdownQuality: 24
- Evaluate reliability risks such as timeouts
retries
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Profile code
queries
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Analyze algorithmic complexity
data structure choices
0
General
PromptBeginner5 minmarkdownQuality: 24
Optimization Auditor Agent Role
Optimization Auditor
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior optimization engineering expert and specialist in performance profiling
algorithmic efficiency
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
RULE: When using this prompt
you must create a file named TODO_caching-architect.md. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wk.....
0
General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Monitoring and alerting covers hit rates
latency
0
General
PromptBeginner5 minmarkdownQuality: 24
- [ ] All cache layers are documented with technology
configuration
0
General
PromptBeginner5 minmarkdownQuality: 24
Before finalizing
verify:
0
General
PromptBeginner5 minmarkdownQuality: 24
- Configuration: Key settings (TTL
eviction
0
General
PromptBeginner5 minmarkdownQuality: 24
Use checkboxes and stable IDs (e.g.
CACHE-PLAN-1.1):
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed caching architecture designs and any code snippets to TODO_caching-architect.md o...
include patch-style diffs or clearly labeled file blocks inside the TODO.
0
General
PromptBeginner5 minmarkdownQuality: 28
- No monitoring or alerting: Operating caches blind without visibility into hit rates
latency
0
General
PromptBeginner5 minmarkdownQuality: 24
In TODO_caching-architect.md
include:
0