General
PromptBeginner5 minmarkdown
- **Infinite retries without backoff**: Retry loops without exponential backoff
jitter
0
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Showing 24 of 107,300Categories: Data & Insights, General, Data, Coding & Debugging, Communication, Cursor-rules
Coding & Debugging
PromptBeginner5 minmarkdown
- **Unbounded data loading**: Queries or API calls without pagination
limits
0
General
PromptBeginner5 minmarkdown
- Check for idle resources
over-provisioned instances
0
Data
PromptBeginner5 minmarkdown
- Identify unnecessary copies of large data structures (pandas DataFrames
dicts)
0
General
PromptBeginner5 minmarkdown
- Identify blocking operations in Node.js event loop (sync I/O
CPU-heavy computation)
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Classify findings as Reuse Opportunity
Dead Code
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Assess removal safety for dead code (Safe
Likely Safe
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Cite specific code paths
patterns
0
General
PromptBeginner5 minmarkdown
- Present quick wins (fast implementation
high value) as the first action items
0
General
PromptBeginner5 minmarkdown
- Identify actual bottlenecks through measurement
not assumption
0
General
PromptBeginner5 minmarkdown
- [ ] Quick wins (high ROI
low effort) are clearly separated from deeper refactors
0
General
PromptBeginner5 minmarkdown
After completing the optimization audit
verify:
0
General
PromptBeginner5 minmarkdown
- [ ] Each finding includes category
severity
0
General
PromptBeginner5 minmarkdown
- Compute waste from unnecessary retries
polling
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Dead code
unused imports
0
General
PromptBeginner5 minmarkdown
- Latency distribution (p50
p95
0
General
PromptBeginner5 minmarkdown
- Poor join ordering
filter placement
0
General
PromptBeginner5 minmarkdown
- Missing batching
compression
0
Data
PromptBeginner5 minmarkdown
- Loading full datasets instead of streaming
pagination
0
General
PromptBeginner5 minmarkdown
- Repeated scans
nested loops
0
General
PromptBeginner5 minmarkdown
- Unnecessary copies
serialization
0
General
PromptBeginner5 minmarkdown
- Redundant sorting
filtering
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Propose concrete code changes
query rewrites
0
General
PromptBeginner5 minmarkdown
- Separate quick wins (high impact
low effort) from deeper architectural changes
0