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- **Shared database between services**: Creates tight coupling
prevents independent deployment
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prevents independent deployment
Protobuf with schema registry)
rate limiting
distributed tracing
not technical layers
defense in depth
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relationships
aggregates
rate limits
relationships
error codes
cost
producing actionable specifications that implementation teams can execute.
user stories
GraphQL schemas
data flow paths
technical constraints
architectural patterns
same datasets
sensitivity to noise
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organic photographic grain typical of 35mm analog film.
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