General
PromptBeginner5 minmarkdown
- Verify edge cases: empty strings
nulls
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General
PromptBeginner5 minmarkdown
- Validate and sanitize file uploads for type (magic bytes
not just extension)
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General
PromptBeginner5 minmarkdown
- **Schema validation**: JSON Schema
Zod
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General
PromptBeginner5 minmarkdown
- Normalize whitespace
trim leading/trailing spaces
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General
PromptBeginner5 minmarkdown
- Assess security threat model (injection vectors
abuse scenarios
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General
PromptBeginner5 minmarkdown
- Map validation rules to the appropriate layer (client
server
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General
PromptBeginner5 minmarkdown
- **Optimize validation performance** using fail-fast ordering
caching for expensive checks
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General
PromptBeginner5 minmarkdown
- **Enforce strict type checking** with explicit type conversion
format validation
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General
PromptBeginner5 minmarkdown
- **Implement multi-layer validation** at client-side
server-side
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General
PromptBeginner5 minmarkdown
- Proactively identifies missing indexes
inefficient queries
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
- [ ] All schemas have proper primary keys
foreign keys
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General
PromptBeginner5 minmarkdown
- **Type**: Schema change
index
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`DB-PLAN-1.1`):
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`DB-ITEM-1.1`):
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General
PromptBeginner5 minmarkdown
- **SELECT * in production queries**: Fetching unnecessary columns wastes memory
bandwidth
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General
PromptBeginner5 minmarkdown
- Configure persistence (RDB snapshots
AOF) based on durability requirements
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General
PromptBeginner5 minmarkdown
### Redis (ioredis
redis-py)
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General
PromptBeginner5 minmarkdown
### MongoDB (Mongoose
Motor)
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General
PromptBeginner5 minmarkdown
- Set up alerts for long-running queries
lock waits
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General
PromptBeginner5 minmarkdown
- Use online schema change tools (gh-ost
pt-online-schema-change) for large tables
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General
PromptBeginner5 minmarkdown
- Monitoring in place for table bloat
dead tuples
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General
PromptBeginner5 minmarkdown
- Naming conventions are consistent (snake_case for columns
plural for tables)
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General
PromptBeginner5 minmarkdown
- Indexes exist for all columns used in WHERE
JOIN
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