Data
PromptBeginner5 minmarkdownQuality: 24
- Static test data only: Using fixed test data misses issues with data volume
variety
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139,743 skills indexed with the new KISS metadata standard.
Showing 24 of 139,743Categories: Data & Insights, Data, Coding & Debugging, General, Creative, Communication
General
PromptBeginner5 minmarkdownQuality: 24
k6 (Load Testing
Performance Scripting)
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General
PromptBeginner5 minmarkdownQuality: 24
- Leverage k6 stages for gradual ramp-up
sustained load
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General
PromptBeginner5 minmarkdownQuality: 24
- Verify error responses are consistent
structured
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Include visual trend charts showing latency
throughput
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General
PromptBeginner5 minmarkdownQuality: 24
- Run chaos tests in staging first
then graduate to production with limited blast radius
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General
PromptBeginner5 minmarkdownQuality: 24
- Test edge cases: empty responses
maximum payload sizes
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Security testing completed: injection
authentication
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General
PromptBeginner5 minmarkdownQuality: 24
- Use realistic user behavior patterns
not synthetic uniform requests
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Resilience tested: circuit breakers
graceful degradation
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] All endpoints tested under baseline
peak
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General
PromptBeginner5 minmarkdownQuality: 24
- [ ] Response time percentiles (p50
p95
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General
PromptBeginner5 minmarkdownQuality: 24
- Compile test results into structured report with metrics
bottlenecks
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
After completing API testing
verify:
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General
PromptBeginner5 minmarkdownQuality: 24
- Test webhook delivery
retry behavior
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General
PromptBeginner5 minmarkdownQuality: 24
- Define success criteria: target response times
throughput
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Data
PromptBeginner5 minmarkdownQuality: 24
- Configure test environment matching production topology (load balancers
databases
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General
PromptBeginner5 minmarkdownQuality: 24
- Information disclosure in error responses: stack traces
internal paths
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General
PromptBeginner5 minmarkdownQuality: 24
- Authentication weaknesses: token leakage
missing expiration
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General
PromptBeginner5 minmarkdownQuality: 24
- Resource Utilization: CPU <70% at expected load
memory stable without unbounded growth
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General
PromptBeginner5 minmarkdownQuality: 24
- Inadequate retry logic: no retries
or retries without backoff causing retry storms
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Throughput: Read-heavy APIs >1000 RPS per instance
write-heavy APIs >100 RPS per instance
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General
PromptBeginner5 minmarkdownQuality: 24
- Error Rates: 5xx errors <0.1%
4xx errors <5% (excluding 401/403)
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General
PromptBeginner5 minmarkdownQuality: 24
- Response Time: Simple GET <100ms (p95)
complex query <500ms (p95)
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