| What it does | Independent verification for bug fixes in C, C++ and firmware
| Feature flags, A/B tests, guardrails and LLM experiments for web and React Native
|
|---|
| Stage | MVP
| Not given
|
|---|
| Founded | Not given
| Not given
|
|---|
| Based in | Not given
| TR
|
|---|
| Pricing model | Not given
| Not given
|
|---|
| Pricing | Not given
| Not given
|
|---|
| 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
| - Feature flags and rollouts
- A/B testing and experiments
- AI configs for LLM experiments
- Guardrails to protect metrics
- Goals and metrics tracking
- Audience targeting
- Results and statistics analysis
|
|---|
| 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
| - In-process decisions add no latency to requests
- One client server serves every request with background datafile updates
- Batch event collection for efficiency
- LLM experiment and AI config testing capabilities
- Server-side processing for multiple users simultaneously
|
|---|
| Community votes | 0 | 0 |
|---|
| DR (Domain Rating by Ahrefs) | 2 ▲ +2 (up) since last check | Not checked yet ● no change since last check |
|---|
| Trust Flow (Majestic) | 0 | 0 |
|---|
| Citation Flow (Majestic) | 0 | 0 |
|---|
| Referring domains (Majestic) | 0 | 0 |
|---|
Unfix
LiftCanary