Coding & Debugging
PromptBeginner5 minmarkdown
After completing API testing
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86,543 skills indexed with the new KISS metadata standard.
Showing 24 of 86,543Categories: Data & Insights, General, Coding & Debugging, Creative, Data, Research & Learning
Data
PromptBeginner5 minmarkdown
- Configure test environment matching production topology (load balancers
databases
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General
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- Define success criteria: target response times
throughput
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General
PromptBeginner5 minmarkdown
- Test webhook delivery
retry behavior
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General
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- Information disclosure in error responses: stack traces
internal paths
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General
PromptBeginner5 minmarkdown
- Authentication weaknesses: token leakage
missing expiration
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General
PromptBeginner5 minmarkdown
- Inadequate retry logic: no retries
or retries without backoff causing retry storms
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General
PromptBeginner5 minmarkdown
- **Resource Utilization**: CPU <70% at expected load
memory stable without unbounded growth
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General
PromptBeginner5 minmarkdown
- **Error Rates**: 5xx errors <0.1%
4xx errors <5% (excluding 401/403)
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Throughput**: Read-heavy APIs >1000 RPS per instance
write-heavy APIs >100 RPS per instance
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General
PromptBeginner5 minmarkdown
- Configure meaningful alerts based on SLI/SLO thresholds (e.g.
p95 latency > 500ms
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General
PromptBeginner5 minmarkdown
- **Response Time**: Simple GET <100ms (p95)
complex query <500ms (p95)
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Coding & Debugging
PromptBeginner5 minmarkdown
- Set up comprehensive API metrics: request rate
error rate
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Coding & Debugging
PromptBeginner5 minmarkdown
- Test error response consistency: correct HTTP status codes
structured error bodies
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Data
PromptBeginner5 minmarkdown
- Verify required vs optional field handling
data type correctness
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General
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- Test proper error propagation: errors are meaningful
not swallowed or leaked as 500s
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General
PromptBeginner5 minmarkdown
- Identify resource bottlenecks (CPU
memory
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General
PromptBeginner5 minmarkdown
- Profile endpoint response times at baseline load
capturing p50
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Creative
PromptBeginner5 minmarkdown
- Design load test scenarios: gradual ramp
spike test (10x sudden increase)
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Establish observability** by setting up API metrics
performance dashboards
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Data
PromptBeginner5 minmarkdown
- **Test system resilience** by simulating network failures
database connection drops
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General
PromptBeginner5 minmarkdown
- **Profile endpoint performance** by measuring response times under various loads
identifying N+1 queries
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General
PromptBeginner5 minmarkdown
- **Execute load and stress tests** by simulating realistic user behavior
gradually increasing load to find breaking points
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Validate API contracts** against OpenAPI/Swagger specifications
testing backward compatibility
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