General
PromptBeginner5 minmarkdownQuality: 20
- Dependency file: requirements.txt
pyproject.toml
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General
PromptBeginner5 minmarkdownQuality: 20
- Key topics: async
type-hints
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General
PromptBeginner5 minmarkdownQuality: 20
- Dependency file: requirements.txt
pyproject.toml
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General
PromptBeginner5 minmarkdownQuality: 20
- Key topics: routing
blueprints
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General
PromptBeginner5 minmarkdownQuality: 20
- Common questions: Authentication
migrations
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General
PromptBeginner5 minmarkdownQuality: 20
- Common questions: Custom config
class naming
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General
PromptBeginner5 minmarkdownQuality: 20
- Key topics: utilities
customization
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General
PromptBeginner5 minmarkdownQuality: 20
- Key topics: models
views
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Data
PromptBeginner5 minmarkdownQuality: 20
- Common questions: App router vs. pages
data fetching
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General
PromptBeginner5 minmarkdownQuality: 20
- Key topics: middleware
routing
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Business
PromptBeginner5 minmarkdownQuality: 20
- Common questions: State management
lifecycle
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General
PromptBeginner5 minmarkdownQuality: 20
- Key topics: routing
middleware
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General
PromptBeginner5 minmarkdownQuality: 20
- Key topics: hooks
components
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General
PromptBeginner5 minmarkdownQuality: 20
- ❌ Hallucinate features - If docs don't mention it
it may not exist
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General
PromptBeginner5 minmarkdownQuality: 20
⚠️ WAIT if: Large app
limited testing time
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General
PromptBeginner5 minmarkdownQuality: 20
- If upgrade exists
did you provide migration guidance?
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General
PromptBeginner5 minmarkdownQuality: 20
- Latest version (what's new
what changed)
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General
PromptBeginner5 minmarkdownQuality: 20
✅ YES if: Using Server Components
want performance gains
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General
PromptBeginner5 minmarkdownQuality: 20
3. Check lockfiles for exact version (optional
for precision):
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General
PromptBeginner5 minmarkdownQuality: 20
Extract: gem 'rails'
'~> 7.0.8' → Current version is 7.0.8
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General
PromptBeginner5 minmarkdownQuality: 20
- Check file extensions (.js
.py
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General
PromptBeginner5 minmarkdownQuality: 20
- Look for dependency files (package.json
requirements.txt
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General
PromptBeginner5 minmarkdownQuality: 20
- TypeScript: types
generics
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Creative
PromptBeginner5 minmarkdownQuality: 20
- Tailwind: responsive-design
dark-mode
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