Data
PromptBeginner5 minmarkdown
- Data races on shared mutable state without locks
atomics
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General
PromptBeginner5 minmarkdown
- Memory leaks from accumulated event listeners
growing caches without eviction
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General
PromptBeginner5 minmarkdown
- File descriptor leaks from unclosed streams
sockets
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General
PromptBeginner5 minmarkdown
- Regular expression defects: catastrophic backtracking
greedy vs. lazy mismatch
0
General
PromptBeginner5 minmarkdown
- Comparison errors: using identity instead of equality
floating-point epsilon failures
0
General
PromptBeginner5 minmarkdown
- Incorrect boolean logic: negation errors
short-circuit evaluation misuse
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General
PromptBeginner5 minmarkdown
- Arithmetic overflow
underflow
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General
PromptBeginner5 minmarkdown
- Off-by-one errors in loop bounds
array indexing
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General
PromptBeginner5 minmarkdown
- Assess build reproducibility by verifying lockfile integrity
pinned versions
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General
PromptBeginner5 minmarkdown
- Review error propagation across service boundaries for information loss
type mapping failures
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Coding & Debugging
PromptBeginner5 minmarkdown
- Evaluate backward compatibility risks in API changes
schema migrations
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General
PromptBeginner5 minmarkdown
- Enumerate boundary values: empty collections
zero-length strings
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General
PromptBeginner5 minmarkdown
- Analyze agent persona definitions for contradictory instructions
ambiguous decision boundaries
0
General
PromptBeginner5 minmarkdown
- Verify that every state has a defined timeout
retry
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General
PromptBeginner5 minmarkdown
- Assess memory visibility guarantees: missing volatile/atomic annotations
unsynchronized lazy initialization
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Data
PromptBeginner5 minmarkdown
- Evaluate check-then-act patterns (TOCTOU) in file operations
database reads
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General
PromptBeginner5 minmarkdown
- Analyze memory allocation patterns for unbounded growth
large allocations under load
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General
PromptBeginner5 minmarkdown
- Identify shared mutable state accessed from multiple threads
goroutines
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Coding & Debugging
PromptBeginner5 minmarkdown
- Detect assumptions about environment: hardcoded paths
platform-specific APIs
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General
PromptBeginner5 minmarkdown
- Identify resource acquisition paths (connections
file handles
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Coding & Debugging
PromptBeginner5 minmarkdown
- Map all external dependency calls (database
API
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Data
PromptBeginner5 minmarkdown
- Check type coercion and implicit conversion points for data loss
truncation
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General
PromptBeginner5 minmarkdown
- Verify boundary conditions on all loops
array accesses
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General
PromptBeginner5 minmarkdown
- Scan for known anti-patterns: double-checked locking without volatile
iterator invalidation
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