Parallel Test-Scenario Decomposition
Advanced FeatureDramatically reduce test execution time with intelligent parallelization that analyzes test dependencies and safely runs compatible steps concurrently using DAG-based planning.
When to Use
- Reducing test suite execution time
- Optimizing CI/CD pipeline performance
- Running large test suites efficiently
- Maximizing resource utilization
How it Works
Our system analyzes test scenarios to build a Directed Acyclic Graph (DAG) of dependencies, identifying which steps can run in parallel without conflicts. It automatically schedules and executes compatible test steps concurrently while maintaining data integrity and test reliability.
Avoid Hiccups with Best Practices
- Ensure test steps are truly independent before parallelization
- Monitor resource usage when running many parallel tests
- Use appropriate timeouts for parallel test execution
- Consider database transaction isolation for parallel data operations
Related Features
Intelligent Test-Data Management
Declarative fixtures, isolated datasets, caching and TTL to stop data collisions.
Ephemeral Environments
Spin up isolated, disposable stacks per scenario (Testcontainers-style).
Root-Cause Analytics
Correlate failure signals (selectors, data, network, code) and propose fixes.