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Get Started Free →Clean AI slop from code with certainty-based findings and auto-fixes
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 163% | 0% |
| case-22 | ✗→✓ | ▲ Improved | 876% | 0% |
| case-05 | ✓→✗ | ▼ Worse | -84% | 0% |
| case-06 | ✓→✗ | ▼ Worse | -83% | 0% |
| case-11 | ✓→✗ | ▼ Worse | -77% | 0% |
Clean AI slop from code with certainty-based findings and auto-fixes.
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