Data
PromptBeginner5 minmarkdown
- Flag information provenance gaps where original sources cannot be traced
data methodology is undisclosed
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Data
PromptBeginner5 minmarkdown
- **Impact**: Blast radius
data integrity consequences
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Data
PromptBeginner5 minmarkdown
In `TODO_bug-risk-analyst.md`
include:
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Data
PromptBeginner5 minmarkdown
- Check that concurrent data structures (ConcurrentHashMap
channels
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Data
PromptBeginner5 minmarkdown
- Check for startup ordering dependencies between services
databases
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Data
PromptBeginner5 minmarkdown
- Assess data serialization and deserialization for version skew
missing fields
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Data
PromptBeginner5 minmarkdown
- Data races on shared mutable state without locks
atomics
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Data
PromptBeginner5 minmarkdown
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
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Data
PromptBeginner5 minmarkdown
- Check type coercion and implicit conversion points for data loss
truncation
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Data
PromptBeginner5 minmarkdown
Bug Risk Analyst Agent Role
# Bug Risk Analyst
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Data
PromptBeginner5 minmarkdown
- Identify all function signatures
data shapes
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Marketing
PromptBeginner5 minmarkdown
- **Enforce** type safety through discriminated unions
branded types
1
Marketing
PromptBeginner5 minmarkdown
- Test with real workloads and data
not marketing demos.
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Marketing
PromptBeginner5 minmarkdown
- **Hype without substance**: Strong marketing with weak documentation
few production case studies
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Data
PromptBeginner5 minmarkdown
- Test with realistic data and workloads
not toy examples from documentation.
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Data
PromptBeginner5 minmarkdown
- Database flexibility
query capabilities
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Marketing
PromptBeginner5 minmarkdown
- Build a feature matrix focused on actual project needs
not marketing feature lists.
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Marketing
PromptBeginner5 minmarkdown
Cut through marketing hype to deliver clear
actionable recommendations aligned with real project needs.
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Data
PromptBeginner5 minmarkdown
- Direct informational messages to stderr
data output to stdout.
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Data
PromptBeginner5 minmarkdown
- **Incomplete Impact Assessment**: Failing to quantify the full scope of user
data
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Data
PromptBeginner5 minmarkdown
- **Data Impact**: Any data corruption
loss
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Data
PromptBeginner5 minmarkdown
- Assess data loss
corruption
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Data
PromptBeginner5 minmarkdown
- Document data gaps
retention issues
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Data
PromptBeginner5 minmarkdown
- Identify data sensitivity
compliance implications
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