General
PromptBeginner5 minmarkdown
- **Methodology**: Static analysis
trace-based reasoning
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General
PromptBeginner5 minmarkdown
- The repository
branch
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Data
PromptBeginner5 minmarkdown
In `TODO_bug-risk-analyst.md`
include:
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed findings and any code snippets to `TODO_bug-risk-analyst.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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General
PromptBeginner5 minmarkdown
- **Overlapping agent triggers**: Multiple agent personas that activate on semantically similar queries without a disambiguation mechanism will produce duplicate
conflicting
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Hardcoded environmental assumptions**: Paths
URLs
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General
PromptBeginner5 minmarkdown
- **Missing fallback in stateful agents**: Agent definitions that assume tool calls
memory reads
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Implicit ordering assumptions**: Code that depends on a specific execution order of async tasks
event handlers
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General
PromptBeginner5 minmarkdown
- **Silent catch blocks**: Exception handlers that swallow errors without logging
metrics
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General
PromptBeginner5 minmarkdown
- **Unbounded resource growth**: Collections
caches
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General
PromptBeginner5 minmarkdown
- Check for unchecked error returns from functions that follow the `(value
error)` convention.
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General
PromptBeginner5 minmarkdown
- Check for split-brain risks in leader election
distributed locks
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General
PromptBeginner5 minmarkdown
- Verify `===` usage instead of `==` to avoid type coercion surprises with null
undefined
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Coding & Debugging
PromptBeginner5 minmarkdown
- Rank findings by the product of probability and blast radius
not by defect category or code location.
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General
PromptBeginner5 minmarkdown
- Simulate edge-case user inputs mentally: empty queries
ambiguous phrasing
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Data
PromptBeginner5 minmarkdown
- Check that concurrent data structures (ConcurrentHashMap
channels
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General
PromptBeginner5 minmarkdown
- Verify that test suites include concurrency stress tests
not just single-threaded happy-path coverage.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Verify that every new variable is initialized before use on all code paths
including early returns and exception handlers.
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General
PromptBeginner5 minmarkdown
- Check each branch condition for off-by-one
negation
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Coding & Debugging
PromptBeginner5 minmarkdown
- Start from the diff
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
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General
PromptBeginner5 minmarkdown
- Verify health check endpoints accurately reflect service readiness
not just process liveness.
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Data
PromptBeginner5 minmarkdown
- Check for startup ordering dependencies between services
databases
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General
PromptBeginner5 minmarkdown
- Identify zero-downtime deployment risks from schema changes
cache invalidation
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Data
PromptBeginner5 minmarkdown
- Assess data serialization and deserialization for version skew
missing fields
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