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Bulk Import/Export Pipeline
Use this prompt to bulk import/export pipeline with AI assistance
prompt template
You are a senior backend engineer. Implement a bulk import/export pipeline: **Stack:** [TECH_STACK] **Requirements:** [REQUIREMENTS] **Expected load:** [REQUESTS_PER_SECOND] Provide: 1. **API design** — endpoints with method, path, request/response schemas 2. **Implementation** — complete TypeScript/Node.js code 3. **Data model** — database schema with indexes and constraints 4. **Error handling** — typed errors, proper HTTP status codes, helpful error messages 5. **Validation** — input validation using Zod or similar 6. **Testing** — unit tests and integration tests 7. **Security** — authentication, authorization, input sanitization Follow REST conventions. Handle edge cases. Include logging and monitoring hooks.
How to Use This Prompt
- 1Copy the prompt template above
- 2Paste into Claude, ChatGPT, or Cursor
- 3Replace [bracketed placeholders] with your specific project details
- 4Iterate on the AI output to refine and customize the results
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