Direct channels for software audits and corrections

Provide complete reproduction logs and benchmark metrics to help our engineering desk verify your findings quickly.

How we process submissions

Pitch Rejection Criteria

Correction Review Windows

Source Confidentiality

Tools lacking verifiable public APIs or transparent unit pricing are automatically excluded from benchmark queues.

Fact-check notices and metric discrepancies are verified against our testing environment logs within five business days.

All submitted logs and proprietary benchmark configurations remain strictly confidential under our independent review charter.