General
PromptBeginner5 minmarkdown
- Determinism
flakiness risks
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Explore
67,036 skills indexed with the new KISS metadata standard.
flakiness risks
retries
integration tests (DB)
incorrect futures/promises)
lock ordering
batching
streaming pitfalls
missing indexes
weak encoding
CSRF
streams
safe code examples when helpful
shared state hazards
wrong scopes
structure
God classes
incremental)
hexagonal
infer them (best effort) and recommend adding them.
perform a structured review across the sections below.
config
frameworks
Clean Architecture
provide multiple safe options with tradeoffs