Validation Pipeline
Every Test is Proven, Not Promised
Generated tests are validated through syntax checking, compilation, and real execution in isolated sandboxes — so you only receive tests that actually work.
What It Does
QuantumVerifi doesn’t just generate tests — it proves they work. Every test goes through a validation pipeline before being included in your results:
- Syntax check — Parses the code to catch errors instantly (165+ languages)
- Compilation — Builds the test to verify imports and types
- Execution — Runs the test in an isolated sandbox to confirm it passes
Tests that fail validation are automatically regenerated with error context. Only tests that compile, run, and pass are delivered to you.
Grading
Every analysis receives a quality grade based on validation results:
| Grade | Meaning |
|---|---|
| A | Excellent — tests compile, run, and pass |
| B | Good — minor issues, most tests pass |
| C | Fair — some tests need attention |
| D | Poor — significant issues found |
| F | Fail — major problems |
Isolated Execution
Tests are always executed in isolated sandboxes — never on your infrastructure. Sandboxes receive only the generated test code and a target URL (for E2E tests). They never have access to API keys, database credentials, or customer data.
Universal Language Support
The validation pipeline works for any programming language. For well-known languages (Go, Python, JavaScript, Java, Rust, etc.), native compilers and test runners provide maximum accuracy. For any other language, AI-powered detection identifies the correct build and test commands automatically.