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