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Increase Backend Test Coverage to 95% with Unit, Integration & Async Workflow Tests

ashritha kunjeti requested to merge test-coverage into pre-push

Description

This merge request significantly improves backend test coverage from ~65% to ≥95% by adding comprehensive unit tests, integration tests, and workflow validation for critical system components.

The focus is on strengthening reliability across complex backend areas such as real-time streaming, background job processing, and AI/ML integrations. The update also ensures better handling of edge cases, failure scenarios, and asynchronous execution paths.


What’s Included

Test Coverage Improvements

  • Expanded unit tests for core business logic, utilities, and service layers
  • Added integration tests for end-to-end workflows
  • Covered edge cases, exception handling, and fallback mechanisms

Mocking & Isolation

  • Mocked heavy external dependencies (AI/ML models, APIs)
  • Reduced test execution time while maintaining reliability
  • Ensured tests are deterministic and isolated

Targeted Fixes

  • Improved coverage for previously untested branches
  • Added tests for fallback paths and error-handling logic
  • Addressed low-coverage utility modules

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Key Improvements

  • Increased overall backend coverage to ≥95%
  • Improved system stability and reliability
  • Strengthened validation of async and streaming workflows
  • Reduced risk of production failures
  • Enhanced maintainability and confidence in code changes

Acceptance Criteria

  • Overall test coverage ≥95%
  • All tests pass successfully
  • Critical modules (services, streaming, job management) ≥90% coverage
  • No significant increase in test execution time

*Closes #27 (closed)

Edited by ashritha kunjeti

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