Insights
AI Governance
Thinking
Articles on governance, agentic systems, and the architecture decisions that matter.
AI Security · Code Quality
45% of AI-Generated Code Has Security Flaws. Your Review Process Wasn’t Built for This.
45% of AI-generated code fails security tests. Data from Veracode, Georgia Tech, and GitGuardian shows why review processes need structural governance, not just more scanners.
AI Development · Technical Debt
AI Is Writing 41% of Your Code. Who’s Reviewing It?
41% of code is now AI-generated. Technical debt rises 30–41% after adoption. Data from arXiv, LinearB, and Gartner on why structured methodology beats more scanners.
AI Governance · Federal
Why Runtime Governance Is the Missing Layer in Federal AI Deployment
Most federal AI frameworks address policy and risk taxonomy. None enforce at runtime. ERIGO-OS™ fills that gap—here’s why it matters.
Agentic Systems · Architecture
Actor-Agnostic Governance: The Design Principle That Changes Everything
Governing an AI agent and governing a human analyst require the same architectural primitives. The implications are significant.