Error Handling Pattern

Design robust error handling for an application component

🧪 Tested by a human Advanced 👤 Developer 👤 Tech Lead
Design error handling for [COMPONENT — API endpoint / background job / file processor / user form] in [LANGUAGE]. Include: (1) Input validation, (2) Try-catch structure, (3) Specific exception types to handle, (4) Logging strategy, (5) User-friendly error messages, (6) Retry logic for transient failures, (7) Graceful degradation. Show complete code.

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🟢 ChatGPT ⭐ Claude (Best)

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Tips for Best Results

  • Never expose stack traces to end users
  • Log enough detail for debugging but no sensitive data
  • Use exponential backoff for retry logic

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API Documentation Generator

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Generate API documentation for [API NAME]. For each endpoint include: (1) HTTP method and path, (2) Description of what it does, (3) Request parameters with types and required/optional, (4) Request body schema with examples, (5) Response schema with examples, (6) Error codes and meanings, (7) Authentication requirements. Format as Markdown.
🟢 GPT ⭐ Claude

Code Review Assistant

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Review this code and provide feedback on: (1) Bugs or logic errors, (2) Security vulnerabilities, (3) Performance issues, (4) Readability and naming, (5) Missing error handling, (6) Test coverage gaps. For each issue: explain the problem, show the fix, and rate severity (critical, important, minor). [PASTE CODE]
🟢 GPT ⭐ Claude

Database Migration Script

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Write a migration script for [CHANGE]. Include: up migration, down migration (rollback), data preservation, validation queries, estimated execution time. Include safety checks.
⭐ M365 🟢 GPT 🟠 Claude
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