Our project currently lacks adequate test coverage, which puts reliability at risk as we scale. A robust testing framework would help catch bugs earlier, ensure stability across changes, and maintain consistent performance.
Proposed Implementation
Unit Testing
- Create unit tests for all core components (processors, publishers, network layers)
- Focus on edge cases and failure modes
- Implement mocking framework for external dependencies
Integration Testing
- Develop end-to-end tests covering complete data flows
- Test data ingestion → processing → storage → retrieval
- Verify correct handling of different Solana account and transaction types
Simulation Testing
- Build network simulation framework to test under various conditions:
- High latency connections
- Packet loss scenarios
- Node failures and recovery
- Network partitions
CI Pipeline Enhancements
- Implement GitHub Actions workflow with the following stages:
- Build verification
- Unit and integration test runs
- Performance benchmarking against baseline metrics
- Code coverage reporting (aim for >80%)
Advanced Testing Techniques
- Add property-based testing for state transitions using frameworks like proptest
- Create reproducible test scenarios for common failure cases
- Implement chaos testing for network resilience
Success Criteria
- All critical components have >80% test coverage
- CI pipeline runs automatically on PRs and main branch
- Performance regression tests detect slowdowns before deployment
- Simulated network failures consistently trigger correct recovery procedures
Timeline
Estimated 3 weeks for initial implementation, with ongoing improvements thereafter.
Our project currently lacks adequate test coverage, which puts reliability at risk as we scale. A robust testing framework would help catch bugs earlier, ensure stability across changes, and maintain consistent performance.
Proposed Implementation
Unit Testing
Integration Testing
Simulation Testing
CI Pipeline Enhancements
Advanced Testing Techniques
Success Criteria
Timeline
Estimated 3 weeks for initial implementation, with ongoing improvements thereafter.