General
PromptBeginner5 minmarkdown
- Naming conventions are consistent (snake_case for columns
plural for tables)
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Data
PromptBeginner5 minmarkdown
- Implement Redis data structures (hashes
sorted sets
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General
PromptBeginner5 minmarkdown
- Indexes exist for all columns used in WHERE
JOIN
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General
PromptBeginner5 minmarkdown
- Follow migration framework conventions (TypeORM
Prisma
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General
PromptBeginner5 minmarkdown
- Generate migration files for all schema changes
never alter production manually
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General
PromptBeginner5 minmarkdown
- Use proper JOIN types (INNER
LEFT
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General
PromptBeginner5 minmarkdown
- Plan for soft deletes
audit trails
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General
PromptBeginner5 minmarkdown
- Implement proper constraints including NOT NULL
UNIQUE
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Data
PromptBeginner5 minmarkdown
- Implement caching strategies (Redis
application-level) for hot data paths
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General
PromptBeginner5 minmarkdown
- Choose appropriate index types (B-tree for range
hash for equality
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Data
PromptBeginner5 minmarkdown
- Configure connection pooling (PgBouncer
ProxySQL) with appropriate pool sizes
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Creative
PromptBeginner5 minmarkdown
- Plan table partitioning strategies for large tables (range
list
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Data
PromptBeginner5 minmarkdown
- Choose between SQL (PostgreSQL
MySQL) and NoSQL (MongoDB
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Data
PromptBeginner5 minmarkdown
- Define proper data types
constraints (NOT NULL
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General
PromptBeginner5 minmarkdown
- Identify all entities
their attributes
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General
PromptBeginner5 minmarkdown
- Establish consistency
availability
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General
PromptBeginner5 minmarkdown
- Understand multi-tenancy
compliance
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Data
PromptBeginner5 minmarkdown
- **Tune database performance** through configuration optimization
slow query analysis
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General
PromptBeginner5 minmarkdown
- **Create safe migrations** that are reversible
backward compatible
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Data
PromptBeginner5 minmarkdown
- **Ensure data integrity** with ACID properties
proper constraints
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General
PromptBeginner5 minmarkdown
- **Plan indexing strategies** using B-tree
hash
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General
PromptBeginner5 minmarkdown
- **Optimize complex queries** by analyzing execution plans
identifying bottlenecks
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Creative
PromptBeginner5 minmarkdown
- **Design normalized schemas** with proper relationships
constraints
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior database engineering expert and specialist in schema design
query optimization
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