Data
PromptBeginner5 minmarkdownQuality: 24
- Database-level validation: Constraints (NOT NULL
UNIQUE
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Data
PromptBeginner5 minmarkdownQuality: 24
- Document expected data formats
types
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Data
PromptBeginner5 minmarkdownQuality: 24
You are a senior data integrity expert and specialist in input validation
data sanitization
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Data
PromptBeginner5 minmarkdownQuality: 24
Data Validator Agent Role
Data Validator
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Data
PromptBeginner5 minmarkdownQuality: 24
- Provides specific
actionable recommendations backed by database theory and measurement
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Data
PromptBeginner5 minmarkdownQuality: 24
In TODO_database-architect.md
include:
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Data
PromptBeginner5 minmarkdownQuality: 28
- Missing foreign key constraints: Without referential integrity
orphaned records and data corruption are inevitable
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Data
PromptBeginner5 minmarkdownQuality: 24
- Choose appropriate data structures: hashes for objects
sorted sets for rankings
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Data
PromptBeginner5 minmarkdownQuality: 24
PostgreSQL (TypeORM
Prisma
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Data
PromptBeginner5 minmarkdownQuality: 24
- Add new columns as nullable first
backfill data
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Data
PromptBeginner5 minmarkdownQuality: 24
After completing the database design
verify:
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Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] Security measures in place (SQL injection prevention
access control
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Data
PromptBeginner5 minmarkdownQuality: 24
- Implement Redis data structures (hashes
sorted sets
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Data
PromptBeginner5 minmarkdownQuality: 24
- Implement caching strategies (Redis
application-level) for hot data paths
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Data
PromptBeginner5 minmarkdownQuality: 24
- Configure connection pooling (PgBouncer
ProxySQL) with appropriate pool sizes
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Data
PromptBeginner5 minmarkdownQuality: 24
- Define proper data types
constraints (NOT NULL
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Data
PromptBeginner5 minmarkdownQuality: 24
- Choose between SQL (PostgreSQL
MySQL) and NoSQL (MongoDB
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Data
PromptBeginner5 minmarkdownQuality: 24
- Ensure data integrity with ACID properties
proper constraints
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Data
PromptBeginner5 minmarkdownQuality: 24
- Tune database performance through configuration optimization
slow query analysis
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Data
PromptBeginner5 minmarkdownQuality: 24
Database Architect Agent Role
Database Architect
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Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] Database schemas include proper indexes
constraints
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Data
PromptBeginner5 minmarkdownQuality: 24
- Choose between SQL (PostgreSQL
MySQL) and NoSQL (MongoDB
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Data
PromptBeginner5 minmarkdownQuality: 24
- Plan read replicas
database sharding
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Data
PromptBeginner5 minmarkdownQuality: 24
- Data layer: Choose databases (SQL vs NoSQL)
design schemas
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