Research

Why OmniSniffer Exists

Failures rarely appear without warning. OmniSniffer researches measurable indicators of governance drift before failures become irreversible.

Its purpose is to preserve evidence, improve accountability, and support resilient system design through objective measurement.

Research Status

OmniSniffer is an active research initiative. Certain implementation details are intentionally withheld while development continues to protect research integrity and intellectual property.

Guiding Principles

• Evidence before assumption.
• No unilateral authority.
• Privacy by design.
• Fail closed by default.