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Pre-annotation Documentation Improvements

New Additions

  • File Name Matching Warning: Critical requirement section with validation checklist and examples
  • Implementation Methods: Tabbed interface for sync/async methods with execution behavior notes
  • Troubleshooting Guide: Symptom-based resolution for common upload issues
  • Response Schema: Structured API response documentation
  • Best Practices: Professional recommendations for validation, scaling, monitoring, and batch processing
  • Use Cases: Real-world application scenarios (model predictions, migrations, replication)

Improvements

  • Professional Tone: Removed emojis, sophisticated technical language throughout
  • Modular Structure: Clear section separation with logical information flow
  • Enhanced Code Examples: Improved comments and error handling patterns
  • Method Comparison: Use case guidance for choosing sync vs async
  • Processing Workflow: Step-by-step server-side pipeline visualization
  • Cross-references: Links to related SDK documentation

Impact

  • Enterprise-grade documentation suitable for professional developers
  • Comprehensive troubleshooting reduces support queries
  • Clear requirements prevent common implementation errors