InfoQ - Governance

Microsoft Moves AI Governance from Policy to Runtime Enforcement

Leela Kumili — Mon, 24 Aug 2026 13:49:00 GMT

Microsoft has outlined an AI governance architecture spanning nine governance domains and four functions: policy, control, visibility, and proof. The approach connects policies with runtime enforcement, continuous evaluation, observability, identity, security, and audit evidence to help organizations verify governance requirements as AI applications and agents operate in production.

By Leela Kumili

Cloudflare Turns Engineering Standards into an AI-Enforced Control System

Craig Risi — Fri, 21 Aug 2026 12:00:00 GMT

Cloudflare has recently detailed how it is using AI to transform internal engineering standards from passive documentation into an actively enforced control system across the software development lifecycle.

By Craig Risi

Article: Agentic Fitness Functions: Extending Evolutionary Architecture Beyond Deterministic Rules

Hemant Kumar Mahato, Łukasz Sieczkowski, Vijayasenthilkumar Kuppusamy — Mon, 17 Aug 2026 11:00:00 GMT

Deterministic rules safeguard hard metrics, but what about architectural intent? Discover how agentic fitness functions combine AI agents and versioned rubrics to evaluate complex, judgment-heavy concerns—such as boundary fidelity, semantic contract drift, and stale ADR assumptions. Elevate evolutionary architecture governance with continuous, calibrated feedback loops.

By Hemant Kumar Mahato, Łukasz Sieczkowski, Vijayasenthilkumar Kuppusamy