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ForgeInfra Uses AI to Find and Repair Monitoring Bugs in Legacy Infrastructure Software

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A team at HackUTD 2026 built ForgeInfra, an AI platform aimed at catching infrastructure failures that legacy monitoring software fails to report. The system compares monitor output against independent reliability rules, so a cooling fault that the old software labeled normal gets flagged. NVIDIA Nemotron investigates the incident and proposes a code fix, which is tested in a restricted Docker environment. In a demonstration, the repaired monitor passed all five regression tests, up from four before the fix. A human reviewer still approves repairs, with Solana recording evidence of approved changes.

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