Latest features, enhancements, and improvements
Implemented comprehensive AWS Bedrock integration for batch question generation with Lambda handlers for processing results from S3, JSONL parsing, and DynamoDB storage. Includes monitoring scripts and local/hybrid testing capabilities.
Established automated E2E testing workflows for both development and production environments with screenshot capture, comprehensive test coverage, and integration with CI/CD pipeline.
Developed comprehensive error logging system with user details capture, retry mechanisms for CloudFront routing failures, and detailed backend error information for better debugging and user feedback.
Streamlined voucher request and redemption flow with clearer messaging, immediate activation feedback, expiry date validation, and enhanced user notifications.
Strengthened quiz result submission validation with additional checks for answer consistency, scoring criteria alignment, ID format validation, and user type verification.
Implemented comprehensive AWS Bedrock integration for batch question generation with Lambda handlers for processing results from S3, JSONL parsing, and DynamoDB storage. Includes monitoring scripts and local/hybrid testing capabilities.
Deployed advanced checksum-based duplicate detection system with HTML entity decoding, Unicode normalization, and formatting quality scoring to prevent duplicate questions in the database.
Established automated E2E testing workflows for both development and production environments with screenshot capture, comprehensive test coverage, and integration with CI/CD pipeline.
Implemented sophisticated question caching system with JWT-based user identification, cache statistics tracking, and session cleanup to optimize quiz performance and user experience.
Developed comprehensive error logging system with user details capture, retry mechanisms for CloudFront routing failures, and detailed backend error information for better debugging and user feedback.
Streamlined voucher request and redemption flow with clearer messaging, immediate activation feedback, expiry date validation, and enhanced user notifications.
Enforced mandatory userType validation throughout the system with security checks to prevent unauthorized access, improved error handling for type mismatches, and user-friendly feedback messages.
Added comprehensive A Level Physics AS Level support with detailed topic coverage, question generation templates, and command examples for enhanced educational content.
Implemented robust checksum normalization with HTML tag stripping, Unicode character handling for superscripts/subscripts, and mathematical expression standardization to ensure content uniqueness.
Strengthened quiz result submission validation with additional checks for answer consistency, scoring criteria alignment, ID format validation, and user type verification.
Established automated E2E testing workflows for both development and production environments with screenshot capture, comprehensive test coverage, and integration with CI/CD pipeline.
Developed comprehensive error logging system with user details capture, retry mechanisms for CloudFront routing failures, and detailed backend error information for better debugging and user feedback.
Streamlined voucher request and redemption flow with clearer messaging, immediate activation feedback, expiry date validation, and enhanced user notifications.
Enforced mandatory userType validation throughout the system with security checks to prevent unauthorized access, improved error handling for type mismatches, and user-friendly feedback messages.
Implemented comprehensive AWS Bedrock integration for batch question generation with Lambda handlers for processing results from S3, JSONL parsing, and DynamoDB storage. Includes monitoring scripts and local/hybrid testing capabilities.
Established automated E2E testing workflows for both development and production environments with screenshot capture, comprehensive test coverage, and integration with CI/CD pipeline.
Implemented sophisticated question caching system with JWT-based user identification, cache statistics tracking, and session cleanup to optimize quiz performance and user experience.
Developed comprehensive error logging system with user details capture, retry mechanisms for CloudFront routing failures, and detailed backend error information for better debugging and user feedback.
Streamlined voucher request and redemption flow with clearer messaging, immediate activation feedback, expiry date validation, and enhanced user notifications.
Enforced mandatory userType validation throughout the system with security checks to prevent unauthorized access, improved error handling for type mismatches, and user-friendly feedback messages.
Strengthened quiz result submission validation with additional checks for answer consistency, scoring criteria alignment, ID format validation, and user type verification.
Implemented sophisticated question caching system with JWT-based user identification, cache statistics tracking, and session cleanup to optimize quiz performance and user experience.
Developed comprehensive error logging system with user details capture, retry mechanisms for CloudFront routing failures, and detailed backend error information for better debugging and user feedback.
Streamlined voucher request and redemption flow with clearer messaging, immediate activation feedback, expiry date validation, and enhanced user notifications.
Implemented robust checksum normalization with HTML tag stripping, Unicode character handling for superscripts/subscripts, and mathematical expression standardization to ensure content uniqueness.
Implemented sophisticated question caching system with JWT-based user identification, cache statistics tracking, and session cleanup to optimize quiz performance and user experience.
Developed comprehensive error logging system with user details capture, retry mechanisms for CloudFront routing failures, and detailed backend error information for better debugging and user feedback.
Streamlined voucher request and redemption flow with clearer messaging, immediate activation feedback, expiry date validation, and enhanced user notifications.
Enforced mandatory userType validation throughout the system with security checks to prevent unauthorized access, improved error handling for type mismatches, and user-friendly feedback messages.
Implemented comprehensive AWS Bedrock integration for batch question generation with Lambda handlers for processing results from S3, JSONL parsing, and DynamoDB storage. Includes monitoring scripts and local/hybrid testing capabilities.
Implemented sophisticated question caching system with JWT-based user identification, cache statistics tracking, and session cleanup to optimize quiz performance and user experience.
Developed comprehensive error logging system with user details capture, retry mechanisms for CloudFront routing failures, and detailed backend error information for better debugging and user feedback.
Streamlined voucher request and redemption flow with clearer messaging, immediate activation feedback, expiry date validation, and enhanced user notifications.
Implemented comprehensive AWS Bedrock integration for batch question generation with Lambda handlers for processing results from S3, JSONL parsing, and DynamoDB storage. Includes monitoring scripts and local/hybrid testing capabilities.
Established automated E2E testing workflows for both development and production environments with screenshot capture, comprehensive test coverage, and integration with CI/CD pipeline.
Implemented sophisticated question caching system with JWT-based user identification, cache statistics tracking, and session cleanup to optimize quiz performance and user experience.
Developed comprehensive error logging system with user details capture, retry mechanisms for CloudFront routing failures, and detailed backend error information for better debugging and user feedback.
Streamlined voucher request and redemption flow with clearer messaging, immediate activation feedback, expiry date validation, and enhanced user notifications.
Enforced mandatory userType validation throughout the system with security checks to prevent unauthorized access, improved error handling for type mismatches, and user-friendly feedback messages.
Developed comprehensive error logging system with user details capture, retry mechanisms for CloudFront routing failures, and detailed backend error information for better debugging and user feedback.
Enforced mandatory userType validation throughout the system with security checks to prevent unauthorized access, improved error handling for type mismatches, and user-friendly feedback messages.