| What it does | Independent verification for bug fixes in C, C++ and firmware
| Realistic API simulators for training and testing
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| Stage | MVP
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| Founded | Not given
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| Based in | Not given
| US
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| Pricing model | Not given
| Freemium
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| Pricing | Not given
| Free: $0 with GitHub, Linear and Slack simulators, 10 free hours per month. Pro: $89.99 per seat per month with full catalog, $100 usage credit per seat, $0.012 per simulator-minute after credit. Enterprise: custom pricing.
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| Key features | - Reproduces bugs deterministically on base version before applying fix
- Verifies fix removal confirms bug returns
- Scans diffs for masking patterns like disabled sanitizers and weakened tests
- Runs on real hardware via STM32 NUCLEO boards and ST-Link
- Integrates with AI coding agents as MCP tool
- Posts verdicts as GitHub pull request comments
- Provides per-test verdicts: FIXED, BROKEN, FLAKY ON THE BENCH, FLAKY WORSE
- Runs entirely on your machines with no cloud dependency
- Generates reports for change records and regulatory compliance
- Runs builds and tests in Linux container on your machine
| - Slack simulator
- GitHub simulator
- Stripe simulator
- Kalshi simulator
- Verified against live APIs
- Latency and fault injection
- Settable state
- Local and CI execution
- Verified UIs
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| What makes it different | - Only verification tool that reverses the fix to prove tests actually catch the bug
- Deterministic verdict with no AI language model in decision logic
- Tests on real hardware boards, not just laptops
- Detects masking techniques that hide bugs while passing tests
- Validated public benchmark showing 4 VERIFIED and 6 REJECTED on real open-source bugs
| - Validated against real APIs daily with published accuracy percentages
- Stateful simulators that maintain state across calls
- Local execution with no rate limits
- Supports 20+ API integrations including Stripe, GitHub and Slack
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 5 ▲ +1 (up) since last check | 2 ● no change since last check |
| Trust Flow (Majestic) | 0 | 13 |
| Citation Flow (Majestic) | 0 | 30 |
| Referring domains (Majestic) | 0 | 41 |