Field Notes on threat and exposure management, from the people building Unizo.
Live Security Context, and the shift from prioritization to proof.
Field Note 01
From prioritization to proof
Exposure management has to prove reduction, not just rank findings. Why ranking is not reducing.
Praveen Kumar
Jul 10, 2026
Field Note 02
A closed ticket is not a reduced risk
Closure theater: the performance of remediation running ahead of reality. Why closed doesn't mean gone.
Praveen Kumar
Jul 14, 2026