Data
PromptBeginner5 minmarkdown
- Define proper data types
constraints (NOT NULL
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Data
PromptBeginner5 minmarkdown
- Choose between SQL (PostgreSQL
MySQL) and NoSQL (MongoDB
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Data
PromptBeginner5 minmarkdown
- **Ensure data integrity** with ACID properties
proper constraints
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Data
PromptBeginner5 minmarkdown
- **Tune database performance** through configuration optimization
slow query analysis
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Data
PromptBeginner5 minmarkdown
Database Architect Agent Role
# Database Architect
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Data
PromptBeginner5 minmarkdown
- [ ] Database schemas include proper indexes
constraints
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Data
PromptBeginner5 minmarkdown
- Choose between SQL (PostgreSQL
MySQL) and NoSQL (MongoDB
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Data
PromptBeginner5 minmarkdown
- Plan read replicas
database sharding
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Data
PromptBeginner5 minmarkdown
- **Data layer**: Choose databases (SQL vs NoSQL)
design schemas
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Data
PromptBeginner5 minmarkdown
- **Architect database layers** by selecting appropriate SQL/NoSQL engines
designing normalized schemas
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Communication
PromptBeginner5 minmarkdown
- Define resource representations and media types (JSON
HAL
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Data
PromptBeginner5 minmarkdown
- Plans for operational excellence with monitoring
deployment
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Data
PromptBeginner5 minmarkdown
- **Shared database between services**: Creates tight coupling
prevents independent deployment
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Communication
PromptBeginner5 minmarkdown
- [ ] Communication patterns are appropriate: sync for queries
async for commands and events
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Data
PromptBeginner5 minmarkdown
- Data models with entity definitions
relationships
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Communication
PromptBeginner5 minmarkdown
- Communication patterns between components with protocol
format
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Communication
PromptBeginner5 minmarkdown
- Choose communication patterns (REST
GraphQL
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Communication
PromptBeginner5 minmarkdown
- Specify communication patterns between components: synchronous (REST
gRPC)
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Data
PromptBeginner5 minmarkdown
- Design data models with core entities
relationships
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Data
PromptBeginner5 minmarkdown
- **Design comprehensive system architectures** with clear component boundaries
data flow paths
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Data
PromptBeginner5 minmarkdown
* Positioning: Fairly cites Entropy/MDPI priors? Compares apples-to-apples (e.g.
same datasets
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Data
PromptBeginner5 minmarkdown
Project Builder
Think like a vector analyst
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Data
PromptBeginner5 minmarkdown
Greeting: Welcome to ${your_website}. I'm the AI coordinator. Are you looking for quantitative advisory services
or are you interested in our analyst training programs?
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Data
PromptBeginner5 minmarkdown
Independence: We report what the data supports
not what the client prefers.
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