| What it does | AI code review and codebase risk assessment for apps built by AI tools
| Independent verification for bug fixes in C, C++ and firmware
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| Stage | Not given
| MVP
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| Founded | Not given
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| Based in | US
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| Pricing model | Freemium
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| Pricing | Not given
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| Key features | - Assessment across twelve domains
- Readiness score and levels
- GitHub repository integration
- Security and secrets scanning
- Architecture and code quality evaluation
- Open source license analysis
- Data privacy compliance assessment
- Reactabot AI assistant for follow-up questions
- Shareable technical readiness report
- Effort and remediation guidance
| - 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
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| What makes it different | - Assesses AI-generated code across twelve domains including security, architecture, and technical debt
- Readiness score understandable by non-technical decision makers
- Read-only GitHub integration that never modifies repositories
- Grounded findings with evidence and severity classification
- Works with any AI builder that pushes to GitHub
| - 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
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ▼ −1 (down) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 3 | 0 |
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| Citation Flow (Majestic) | 17 | 0 |
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| Referring domains (Majestic) | 5 | 0 |
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