Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Very large numbers (arbitrary precision in Python
but memory limits)
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General
PromptBeginner5 minmarkdown
- [ ] Detect `typing.Union[X
Y]` that could be `X | Y` (3.10+)
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General
PromptBeginner5 minmarkdown
- [ ] Empty strings
lists
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General
PromptBeginner5 minmarkdown
- [ ] Find `typing.Dict`
`typing.List`
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General
PromptBeginner5 minmarkdown
- [ ] Find missing monitoring/observability setup (metrics
tracing
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General
PromptBeginner5 minmarkdown
- [ ] Identify missing process manager configuration (supervisor
systemd)
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General
PromptBeginner5 minmarkdown
- [ ] Check Dockerfile follows best practices (non-root user
multi-stage
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General
PromptBeginner5 minmarkdown
- [ ] Check for proper signal handling (`SIGTERM`
`SIGINT`) for graceful shutdown
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General
PromptBeginner5 minmarkdown
- [ ] Verify WSGI/ASGI server configuration (gunicorn workers
uvicorn settings)
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Find hardcoded environment-specific values (URLs
ports
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General
PromptBeginner5 minmarkdown
- [ ] Check for proper logging configuration (level
format
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Check for proper `.env` file handling (`python-dotenv`
`pydantic-settings`)
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Verify Python version pinning (`.python-version`
`Dockerfile`)
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General
PromptBeginner5 minmarkdown
- [ ] Check for flaky tests (timing-dependent
network-dependent)
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General
PromptBeginner5 minmarkdown
- [ ] Identify missing test markers (`@pytest.mark.slow`
`@pytest.mark.integration`)
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General
PromptBeginner5 minmarkdown
- [ ] Verify proper build backend (`setuptools`
`hatchling`
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Data
PromptBeginner5 minmarkdown
- [ ] Check for missing integration tests (database
HTTP
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General
PromptBeginner5 minmarkdown
- [ ] Check for proper separation: domain
service
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General
PromptBeginner5 minmarkdown
- [ ] Check for names that shadow builtins (`id`
`type`
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General
PromptBeginner5 minmarkdown
- [ ] Find improper layering (views importing models directly
bypassing services)
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General
PromptBeginner5 minmarkdown
- [ ] Identify single-letter variable names (except `i`
`j`
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General
PromptBeginner5 minmarkdown
- [ ] Find `type(x) == SomeType` instead of `isinstance(x
SomeType)`
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Detect `*args
**kwargs` passthrough that hides actual API
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Data
PromptBeginner5 minmarkdown
- [ ] Identify missing database query optimization (missing indexes
full table scans)
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