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VCF 9 Hybrid Cloud Architecture: Extending the Private Cloud to the Hyperscalers (VCF 9 Series, Part 33)
A reference design for VCF 9 hybrid cloud: how the transit gateway, VPN, HCX and VCF Operations stitch your on-prem instance to Azure VMware Solution, GCVE and OCVS, and the version-skew and egress traps that catch teams in production.
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VCF 9 Automation and the API-First Stack: A Practical Runbook (VCF 9 Series, Part 32)
A practical runbook for automating VMware Cloud Foundation 9: set up OAuth 2.0 token authentication, pick between PowerCLI, the Unified SDK and Terraform, and wire it into CI/CD without leaking tokens.
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VCF 9 Multi-Instance Fleet Management Explained: One Operations Plane, Many Instances (VCF 9 Series, Part 31)
What a VCF 9 fleet really is, how one VCF Operations and VCF Automation plane governs many VCF instances, how to size it by objects and metrics rather than host counts, and when to split into more than one fleet.
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VCF 9 Stretched Clusters and Multi-Site Design: Topology, Witness and the Latency Budget (VCF 9 Series, Part 30)
A reference design for stretching VMware Cloud Foundation 9 across two sites: vSAN site awareness, witness placement, the 5ms latency budget, storage policy, and when a single stretched instance beats multi-instance federation.
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VCF 9 Hardware: The Compatibility Traps That Stall Bring-Up (VCF 9 Series, Part 29)
A field guide to the five hardware traps that stall VCF 9 bring-up: non-certified NVMe, a stale vSAN HCL, sub-25GbE NICs, SD/USB boot media, and under-spec hosts.
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Stretched Cluster vs Site Recovery in VCF 9: Choosing Your DR Architecture (VCF 9 Series, Part 28)
A vSAN stretched cluster is not a disaster recovery plan. Here is how stretched clustering and Site Recovery differ in VCF 9, what changed in the tooling, and when to use each (or both).
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VCF 9 Zero Trust Security Architecture: Identity, Segmentation and Platform Integrity (VCF 9 Series, Part 27)
Zero trust on VCF 9 is an architecture, not a checkbox. Here are the four enforcement planes, how they map to real VCF components, and the design calls that actually matter.
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How to Deploy VMware Private AI Foundation with NVIDIA on VCF 9 (VCF 9 Series, Part 26)
A field-tested runbook for deploying VMware Private AI Foundation with NVIDIA on VCF 9: the two deployment paths, the three licenses you need, GPU host prep, the right sharing mode, and the guided workflow, plus the gotchas that stall bring-up.
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VCF Automation in VCF 9 Explained: Provider, Organizations and Self-Service Cloud (VCF 9 Series, Part 25)
VCF Automation is not just Aria Automation with a new badge. Here is how the provider model, organizations, projects and built-in cloud services work in VCF 9, and the All Apps vs VM Apps decision you need to get right.
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vSphere Supervisor and VKS Architecture in VCF 9: The Reference Design (VCF 9 Series, Part 24)
How vSphere Supervisor and VKS fit together in VCF 9, from the control plane and vSphere Zones to networking, storage, and the design defaults you should override before you commit.
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How to Upgrade VMware Cloud Foundation to 9.1: The Full-Stack Runbook (VCF 9 Series, Part 23)
VCF Operations now drives lifecycle, so the 9.1 upgrade starts there, not at SDDC Manager. Here is the full-stack sequence, the new Management Services CIDR and License Appliance prep, and the three failures that bite.
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VCF 9 Certificate, Identity and Backup Failures and How to Fix Them (VCF 9 Series, Part 22)
Certificates, identity and backup all moved in VCF 9. Here are the failures that actually bite in production, with the symptom, the real cause and the fix for each.
Architect’s Toolkit
PJ’s Tools
VMware Cloud Foundation
- VCF Documentation
- VCF 9 Planning & Preparation Workbook
- VCF Bill of Materials (BoM)
- VMware Compatibility Guide
- VMware Interoperability Matrix
- VMware Configuration Maximums
- VMware Ports & Protocols
- VMware Hands-on Labs
- RVTools Download
Nutanix
AI & Cloud-Native Platform
- NVIDIA Build (Model Catalog)
- NVIDIA AI Enterprise Reference Architecture
- NVIDIA NIM Performance Benchmarking
- NVIDIA NGC Catalog
- NeMo Microservices Helm Chart
- Helm Charts Repository
- Hugging Face Models
Architecture & Design
About the Author
Dr Pranay Jha
Dr. Pranay Jha is a Cloud and AI Consultant with 18+ years of experience in hybrid cloud, virtualization, and enterprise infrastructure transformation. He specializes in VMware technologies, multi-cloud strategy, and Generative AI solutions. He holds a PhD in Computer Applications with research focused on Cloud and AI, has published multiple research papers, and has been a VMware vExpert since 2016 and a VMUG Community Leader.
Recommendations & Endorsements
Pranay has very deep technical knowledge and exceptional capabilities. He has strong ability to well-manage complex situations and deliver the customer expectations with high standards of satisfaction. We worked together in one of most complex migration projects and Pranay delivered flawlessly.
Pranay was my VMware Architect on one of our financial accounts at IBM. He was instrumental in documenting and recommending our reference architecture. As a Chief Architect, you are only as good as your team that supports you. Pranay was top notch.
Pranay is proactive, result oriented, responsible and technically sound. Always ready to put all his energy to get the job done. Exceptional troubleshooting skills in Windows Server, virtualization and VMware — a great asset to any company.
Pranay is one of the most talented and dedicated persons I have ever worked with. His vast knowledge from different domains enables him to discuss and help on almost every topic in IT. Needless to say, he is expert of experts in VMware.
DrJha