Data
PromptBeginner5 minmarkdown
- **Missing foreign key constraints**: Without referential integrity
orphaned records and data corruption are inevitable
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Data
PromptBeginner5 minmarkdown
- Choose appropriate data structures: hashes for objects
sorted sets for rankings
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Data
PromptBeginner5 minmarkdown
### PostgreSQL (TypeORM
Prisma
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Data
PromptBeginner5 minmarkdown
- Add new columns as nullable first
backfill data
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Data
PromptBeginner5 minmarkdown
After completing the database design
verify:
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Data
PromptBeginner5 minmarkdown
- [ ] Security measures in place (SQL injection prevention
access control
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Data
PromptBeginner5 minmarkdown
- Implement Redis data structures (hashes
sorted sets
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Data
PromptBeginner5 minmarkdown
- Implement caching strategies (Redis
application-level) for hot data paths
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Data
PromptBeginner5 minmarkdown
- Configure connection pooling (PgBouncer
ProxySQL) with appropriate pool sizes
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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
- **Tune database performance** through configuration optimization
slow query analysis
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Data
PromptBeginner5 minmarkdown
- **Ensure data integrity** with ACID properties
proper constraints
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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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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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_backend-architect.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,FALSE,TEXT,w...
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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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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed architecture designs and any code snippets to `TODO_backend-architect.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Coding & Debugging
PromptBeginner5 minmarkdown
### Python (FastAPI
Django
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Coding & Debugging
PromptBeginner5 minmarkdown
- Return appropriate HTTP status codes (201 for creation
204 for deletion)
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Coding & Debugging
PromptBeginner5 minmarkdown
- Version APIs from day one
even if only v1 exists
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Coding & Debugging
PromptBeginner5 minmarkdown
- Secrets stored in vault or environment variables
never in code
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