Azure Local 2607 Architecture and Upgrade Advisory: Build 12.2607.1003.71, Known Issues, and Production Readiness
The headline networking change is useful: an Azure Local VM can own the DNS-server address or…
How to Combine MCP and A2A in One Enterprise Agent Architecture
Propagate trace context across the entry gateway, A2A calls, agent runtimes, MCP calls, and downstream APIs….
The Guardrail Paradox: Designing a Governed Forensic AI Platform for Cyber Defense
Self-hosting removes some provider-policy and data-transfer constraints, but it also transfers responsibility for the entire control…
Whole GPU, Passthrough, vGPU, MIG, or Time Slicing? The Enterprise GPU Allocation Decision Matrix
A normal extended-resource request for nvidia.com/gpu: 1 usually means exclusive allocation of one advertised GPU device…
How to Take an AI Agent from Prototype to Production: A Production-Readiness Checklist
Use cost per successful task as the primary engineering metric. A smaller model is not cheaper…
VCF 9.1 for AI Workloads: The Decisions Infrastructure Teams Need to Make Before the First GPU Cluster
A GPU-ready VCF design changes the daily operating model. VCF Private AI Services documentation and announcements…
Designing Private Cloud SLOs in VCF Operations: Fleet Observability Without Dashboard Sprawl
The first step in modernizing VCF Operations dashboards is changing the entry point from tools to…
Amazon EVS vs Private VCF: Cloud Escape Hatch or Long-Term Platform?
And sometimes it is just a cloud escape hatch. A private VCF platform earns its role…
How AI-leading Security Teams Are Building the Agentic SOC
AI-enabled attacks move faster than human analysts can track, at a scale that traditional SOCs weren’t…
VCF 9.0 GA Mental Model Part 6: Topology and Identity Boundaries for Single Site, Dual Site, and Multi-Region
TL;DR Scope: VMware Cloud Foundation 9.0.0.0 GA (primary platform build 24703748) and the associated 9.0 GA…
VCF 9.0 GA Mental Model Part 5: Topology Patterns for Single Site, Two Sites, and Multi-Region
TL;DR Identity is not a “later” decision. It is a boundary decision. The hierarchy you should…
VCF 9.0 GA Mental Model Part 4: Fleet Topologies and SSO Boundaries (Single Site, Dual Site, Multi-Region)
TL;DR This post targets VCF 9.0 GA only: VCF 9.0 (17 JUN 2025) build 24755599, with…
After You Migrate: Cleanup, Governance, and Preventing Unmanaged Disks from Coming Back
TL;DR Converting disks is not the finish line. Your real goal is a new steady state:…
Convert Azure VMs from Unmanaged to Managed Disks: A Production-Ready Runbook
TL;DR Converting a VM to managed disks is usually operationally straightforward: deallocate, convert, start, validate. The…
Azure Unmanaged Disks Retirement: How to Tell If You’re at Risk Before End of March 2026
TL;DR If any Azure IaaS VM in your estate still uses unmanaged disks, it is on…