Data
PromptBeginner5 minmarkdown
- CI/CD: ephemeral environments
test databases
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Data
PromptBeginner5 minmarkdown
- Staging: production-mirror setup
separate databases
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Data
PromptBeginner5 minmarkdown
- Check that no sensitive data is exposed in logs
error messages
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Data
PromptBeginner5 minmarkdown
- **Section organization**: Group variables by service or concern (database
cache
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Data
PromptBeginner5 minmarkdown
- **Naming conventions**: Use consistent patterns like `APP_ENV`
`DATABASE_URL`
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Data
PromptBeginner5 minmarkdown
- Identify all services
databases
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Creative
PromptBeginner5 minmarkdown
- **Dependencies**: Source control
artifact registry
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Creative
PromptBeginner5 minmarkdown
- Use Helm charts or Kustomize for templated
reusable deployments
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Creative
PromptBeginner5 minmarkdown
- Design environment promotion flow (dev
staging
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Data
PromptBeginner5 minmarkdown
- **Validate** system architecture components including PostgreSQL container access
Cloudflare R2 connectivity
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Data
PromptBeginner5 minmarkdown
- [ ] All generated data matches the target schema exactly (types
constraints
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Data
PromptBeginner5 minmarkdown
- **Format**: Output format (JSON
SQL
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Data
PromptBeginner5 minmarkdown
In `TODO_mock-data.md`
include:
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Data
PromptBeginner5 minmarkdown
### SQL (Seeds
Migrations
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Data
PromptBeginner5 minmarkdown
After completing the data generation
verify:
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Data
PromptBeginner5 minmarkdown
- Include pagination metadata (total count
page size
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Data
PromptBeginner5 minmarkdown
- Include appropriate data volumes for development (small)
staging (medium)
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Data
PromptBeginner5 minmarkdown
- Generate diverse data with varied lengths
formats
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Data
PromptBeginner5 minmarkdown
- Implement seeded random generation for deterministic
reproducible datasets
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Data
PromptBeginner5 minmarkdown
- Use Faker.js methods for standard data types (names
emails
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Data
PromptBeginner5 minmarkdown
- Create custom generators for domain-specific data (SKUs
account numbers
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Data
PromptBeginner5 minmarkdown
- Confirm the preferred output format (JSON
SQL
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Data
PromptBeginner5 minmarkdown
- Document required fields
data types
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Data
PromptBeginner5 minmarkdown
- **Create database seed scripts** with proper insert ordering
foreign key respect
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