Data
PromptBeginner5 minmarkdownQuality: 22
- Document expected data formats
types
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Data
PromptBeginner5 minmarkdownQuality: 22
You are a senior data integrity expert and specialist in input validation
data sanitization
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Data
PromptBeginner5 minmarkdownQuality: 22
Data Validator Agent Role
Data Validator
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Data
PromptBeginner5 minmarkdownQuality: 22
- Provides specific
actionable recommendations backed by database theory and measurement
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Data
PromptBeginner5 minmarkdownQuality: 22
In TODO_database-architect.md
include:
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Data
PromptBeginner5 minmarkdownQuality: 26
- Missing foreign key constraints: Without referential integrity
orphaned records and data corruption are inevitable
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Data
PromptBeginner5 minmarkdownQuality: 22
- Choose appropriate data structures: hashes for objects
sorted sets for rankings
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Data
PromptBeginner5 minmarkdownQuality: 22
PostgreSQL (TypeORM
Prisma
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Data
PromptBeginner5 minmarkdownQuality: 22
- Add new columns as nullable first
backfill data
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Data
PromptBeginner5 minmarkdownQuality: 22
After completing the database design
verify:
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Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Security measures in place (SQL injection prevention
access control
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Data
PromptBeginner5 minmarkdownQuality: 22
- Implement Redis data structures (hashes
sorted sets
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Data
PromptBeginner5 minmarkdownQuality: 22
- Implement caching strategies (Redis
application-level) for hot data paths
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Data
PromptBeginner5 minmarkdownQuality: 22
- Configure connection pooling (PgBouncer
ProxySQL) with appropriate pool sizes
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Data
PromptBeginner5 minmarkdownQuality: 22
- Choose between SQL (PostgreSQL
MySQL) and NoSQL (MongoDB
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Data
PromptBeginner5 minmarkdownQuality: 22
- Define proper data types
constraints (NOT NULL
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Data
PromptBeginner5 minmarkdownQuality: 22
- Tune database performance through configuration optimization
slow query analysis
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Data
PromptBeginner5 minmarkdownQuality: 22
- Ensure data integrity with ACID properties
proper constraints
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Data
PromptBeginner5 minmarkdownQuality: 22
Database Architect Agent Role
Database Architect
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Data
PromptBeginner5 minmarkdownQuality: 22
- [ ] Database schemas include proper indexes
constraints
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Data
PromptBeginner5 minmarkdownQuality: 22
- Choose between SQL (PostgreSQL
MySQL) and NoSQL (MongoDB
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Data
PromptBeginner5 minmarkdownQuality: 22
- Plan read replicas
database sharding
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Data
PromptBeginner5 minmarkdownQuality: 22
- Data layer: Choose databases (SQL vs NoSQL)
design schemas
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Data
PromptBeginner5 minmarkdownQuality: 26
- Architect database layers by selecting appropriate SQL/NoSQL engines
designing normalized schemas
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