AI agent learning: governing durable changes via provenance, scope, evaluation, approval, and revocation.
AI feedback governance: control which observations become persistent changes, where they apply, and who can authorize them.
Explores an integrated hybrid cloud operating model where enterprise capabilities share identity, policy, telemetry, and governance for coordinated autonomy.
VCF Protection and Recovery 9.1 enables self-service disaster recovery via VCF Automation, balancing tenant autonomy with governance controls.
This article discusses the need for a CEO-CIO compact to manage agentic AI risks, spending, and business outcomes, proposing a dual-key operating model.
Nutanix Enterprise AI provides a governed control layer for private AI, addressing model access, agents, tokens, and hybrid placement.
Explores how GSA MCP servers make federal open data AI-ready, bridging the gap between public datasets and agent-friendly interfaces.
Analysis of Apache Polaris in July 2026, covering its graduation, release updates, federation, governance, and adoption as an open lakehouse catalog.
Explores necessary platform controls for scaling AI-assisted engineering, focusing on cost visibility, ownership, and governance.
Explains why policy-as-code, not RAG, is the key to secure enterprise AI by embedding authorization into query engines.
A technical walkthrough of building multi-agent AI workflows with ARB governance gates using OMO Teams and OpenCode harness.
Explains how to design governed RAG systems using data products, separating retrieval and governance for accurate, policy-compliant AI responses.
An analysis of the five most common issues found in Azure architecture reviews, including governance, networking, and security.
Reflects on common Azure deployment mistakes like missing landing zones and network strategy, offering advice for improvement.
Explains how to use Azure Policy to automate onboarding of Azure Subscriptions for cross-tenant management via Azure Lighthouse.
Open-source IaC pattern for deploying and managing Azure Policy at scale using Azure DevOps or GitHub Actions.
Analysis of Microsoft's Secure Future Initiative report, emphasizing trust as a core architectural dimension and the risks of timing debt in hybrid infrastructure.
Explains how to automate Azure Lighthouse delegation at the management group level using Azure Policy for scalable, consistent multi-tenant management.
Author seeks advice from experienced software buyers for a new 'Observability Governance' section in the upcoming second edition of 'Observability Engineering'.
A practical guide to managing Azure Policy using PowerShell for automation, repeatability, and governance in existing Azure environments.
