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Designs and implements backend systems including REST APIs, microservices, database architectures, authentication flows, and security hardening. Use when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microservices", "review backend code", "set up GraphQL", "handle database migrations", or "load test APIs". Covers Node.js/Express/Fastify development, PostgreSQL optimization, API security, and backend architecture patterns.
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Backend development patterns, API design, database optimization, and security practices.
# Generate API routes from OpenAPI spec
python scripts/api_scaffolder.py openapi.yaml --framework express --output src/routes/
# Analyze database schema and generate migrations
python scripts/database_migration_tool.py --connection postgres://localhost/mydb --analyze
# Load test an API endpoint
python scripts/api_load_tester.py https://api.example.com/users --concurrency 50 --duration 30
Generates API route handlers, middleware, and OpenAPI specifications from schema definitions.
Input: OpenAPI spec (YAML/JSON) or database schema Output: Route handlers, validation middleware, TypeScript types
Usage:
# Generate Express routes from OpenAPI spec
python scripts/api_scaffolder.py openapi.yaml --framework express --output src/routes/
# Output: Generated 12 route handlers, validation middleware, and TypeScript types
# Generate from database schema
python scripts/api_scaffolder.py --from-db postgres://localhost/mydb --output src/routes/
# Generate OpenAPI spec from existing routes
python scripts/api_scaffolder.py src/routes/ --generate-spec --output openapi.yaml
Supported Frameworks:
--framework express)--framework fastify)--framework koa)Analyzes database schemas, detects changes, and generates migration files with rollback support.
Input: Database connection string or schema files Output: Migration files, schema diff report, optimization suggestions
Usage:
# Analyze current schema and suggest optimizations
python scripts/database_migration_tool.py --connection postgres://localhost/mydb --analyze
# Output: Missing indexes, N+1 query risks, and suggested migration files
# Generate migration from schema diff
python scripts/database_migration_tool...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# Senior Backend Engineer Backend development patterns, API design, database optimization, and security practices. --- ## Quick Start ```bash # Generate API routes from OpenAPI spec python scripts/api_scaffolder.py openapi.yaml --framework express --output src/routes/ # Analyze database schema and generate migrations python scripts/database_migration_tool.py --connection postgres://localhost/mydb --analyze # Load test an API endpoint python scripts/api_load_tester.py https://api.example.com/users --concurrency 50 --duration 30 ``` --- ## Tools Overview ### 1. API Scaffolder Generates API route handlers, middleware, and OpenAPI specifications from schema definitions. **Input:** OpenAPI spec (YAML/JSON) or database schema **Output:** Route handlers, validation middleware, TypeScript types **Usage:** ```bash # Generate Express routes from OpenAPI spec python scripts/api_scaffolder.py openapi.yaml --framework express --output src/routes/ # Output: Generated 12 route handlers, validation middleware, and TypeScript types # Generate from database schema python scripts/api_scaffolder.py --from-db postgres://localhost/mydb --output src/routes/ # Generate OpenAPI spec from existing routes python scripts/api_scaffolder.py src/routes/ --generate-spec --output openapi.yaml ``` **Supported Frameworks:** - Express.js (`--framework express`) - Fastify (`--framework fastify`) - Koa (`--framework koa`) --- ### 2. Database Migration Tool Analyzes database schemas, detects changes, and generates migration files with rollback support. **Input:** Database connection string or schema files **Output:** Migration files, schema diff report, optimization suggestions **Usage:** ```bash # Analyze current schema and suggest optimizations python scripts/database_migration_tool.py --connection postgres://localhost/mydb --analyze # Output: Missing indexes, N+1 query risks, and suggested migration files # Generate migration from schema diff python scripts/database_migration_tool...
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