How It Works
Testing architecture for the AI era that perfectly replicates production, guarantees full test coverage, manages dependencies, and diagnoses flaky test results.
We Learn From Real Traffic
Manually written tests can't cover all features. Synthetic test data can't cover all scenarios. Softprobe passively observes live production requests.
- API inputs and Auth context
- Downstream calls and DB queries
- External API responses
Ensure 100% coverage of real user behavior.
We Capture the Full Execution State
Flaky tests aren’t flaky. They’re missing context.
We snapshot the entire runtime environment so every test case becomes deterministic and reproducible.
- Dependency responses and database result sets
- Feature flags and environment configuration
- Time-based inputs
- External API interactions
All failures are reproducible.
We Generate Millions of Tests Automatically
We don't generate test code. We generate executable replays from real traffic. No writing tests. No maintaining mocks. No brittle fixtures.
- Parameterized regression cases
- Injected dependencies
- Mirrored environment
Every request becomes a permanent test. Instantly.
We Replay Against Your New Version
When you ship new code, we compare the output of the Old version vs. the New version. If behavior changes unexpectedly, we catch it before users see it.
- JSON Responses and Structure
- Side effects (DB writes, events)
- Schema changes
Zero production risk. Faster releases.
[
{
"id": 1, "name": "Tom",
"email": "z***n@example.com",
"age": 25
},
...
][
{
"id": 1, "name": "1768442288687",
"email": "z***n@example.com",
"age": 25
},
...
]See the Exact Cause of Test Failures
Our session graph architecture retraces errors & behavior changes to the exact point of failure.
- Visualize preserved states and execution paths
- Replay full API requests and response bodies
- Trace the regression to the exact breaking change
Every failure is traceable to its exact cause.