Blog
Security & Governance
Safe autonomy, authorization, audit, and policy enforcement.
3 articles
Security & Governance
Governed AI Remediation: Fixing Software Without Losing Control
Why remediation is the hardest part of autonomous reliability, and how enterprises can adopt AI fixes safely.
Zof Reliability Team11 min read
Security & Governance
The Security Debt Crisis: AI Writes Code Faster Than You Can Secure It
AI now writes a large share of enterprise code, and it introduces critical flaws faster than scanner-and-ticket workflows can resolve them. Security debt compounds, regulatory exposure rises, and the answer is governed continuous validation, not more alerts.
Zof Reliability Team13 min read
Security & Governance
A Reachability Model for AppSec: From Alerts to Velocity
Severity rates a vulnerability in isolation; reachability tells you whether it is exploitable in your running system. A reachability-driven model can cut exploitable exposure 70-90% while accelerating remediation.
Zof Reliability Team14 min read
