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NTCTech

Principal Architect. I map the physics of cloud infrastructure and publish the canonical frameworks at Rack2Cloud.

Joined on  https://www.rack2cloud.com/about-the-author/
The VMware Renewal Decision Was Made Two Years Ago
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The VMware Renewal Decision Was Made Two Years Ago

#vmware #infrastructure #devops #architecture
4 min read

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IDPs Don't Solve the Ownership Problem. They Defer It.
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IDPs Don't Solve the Ownership Problem. They Defer It.

#platformengineering #devops #infrastructure #governance
4 min read
Your Ransomware Recovery Plan Has a Recoverability Gap
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Your Ransomware Recovery Plan Has a Recoverability Gap

#ransomware #disasterrecovery #security #infrastructure
6 min read
The EU AI Act Enforcement Date Is an Infrastructure Problem, Not a Compliance Problem
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The EU AI Act Enforcement Date Is an Infrastructure Problem, Not a Compliance Problem

#infrastructure #ai #governance #compliance
1
1
7 min read
Backups Fail at Restore Time Because Restore Is Underdesigned
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Backups Fail at Restore Time Because Restore Is Underdesigned

#dataprotection #recovery #architecture #devops
7 min read
The Browser Is Quietly Becoming Infrastructure
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The Browser Is Quietly Becoming Infrastructure

#cloudarchitecture #enterprisearchitecture #saas #infrastructure
4 min read
Infrastructure Needs Auditability, Not Just Idempotency
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Infrastructure Needs Auditability, Not Just Idempotency

#infrastructure #infrastructureascode #gitops #devops
6 min read
AI Systems Need Evidence, Not Just Observability
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AI Systems Need Evidence, Not Just Observability

#ai #infrastructure #governance #agenticai
1
12
5 min read
Autoscaling Is an Authority System, Not a Capacity System
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Autoscaling Is an Authority System, Not a Capacity System

#kubernetes #devops #cloudnative #platform
7 min read
Your VMware Exit Was Successful. The First Incident Will Tell You If That's True.
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Your VMware Exit Was Successful. The First Incident Will Tell You If That's True.

#vmware #infrastructure #disasterrecovery #devops
7 min read
GPU Scarcity Isn't the Problem Anymore. GPU Allocation Governance Is.
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GPU Scarcity Isn't the Problem Anymore. GPU Allocation Governance Is.

#kubernetes #gpu #platformengineering #devops
4 min read
GitOps Policy Drift: Why Reconciliation Doesn't Stop Day-2 Failure
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GitOps Policy Drift: Why Reconciliation Doesn't Stop Day-2 Failure

#gitops #devops #infrastructureascode #platformengineering
9 min read
Proxmox Isn't Replacing VMware. It's Replacing Assumptions.
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Proxmox Isn't Replacing VMware. It's Replacing Assumptions.

#proxmox #vmware #virtualization #infrastructure
4 min read
Nobody Knows How Many AI Agents They're Running
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Nobody Knows How Many AI Agents They're Running

#ai #infrastructure #governance #enterprise
5 min read
MCP, Tool Use, and the New Attack Surface Nobody Is Mapping
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MCP, Tool Use, and the New Attack Surface Nobody Is Mapping

#ai #security #architecture #devops
5 min read
Infrastructure Remembers Configuration. It Forgets Intent.
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Infrastructure Remembers Configuration. It Forgets Intent.

#infrastructure #devops #cloudnative #infrastructureascode
5 min read
The CPU Is Back in the Stack — and Nobody Budgeted for It
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The CPU Is Back in the Stack — and Nobody Budgeted for It

#ai #infrastructure #architecture #cloudcomputing
9 min read
Your DR Test Passed. The Assumptions Didn't.
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Your DR Test Passed. The Assumptions Didn't.

#disasterrecovery #infrastructure #devops #security
5 min read
Configuration Drift Is the Symptom. Ownership Is the Problem.
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Configuration Drift Is the Symptom. Ownership Is the Problem.

#infrastructure #devops #infrastructureascode #platformengineering
6 min read
Most Cloud Exit Strategies Start Too Late — Here's the Architecture Reason Why
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Most Cloud Exit Strategies Start Too Late — Here's the Architecture Reason Why

#cloud #devops #infrastructure #architecture
1
4 min read
Most AI Control Planes Have a Single-Region Failure Domain
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Most AI Control Planes Have a Single-Region Failure Domain

#ai #infrastructure #architecture #cloudcomputing
5 min read
Your AI Infrastructure Is Probably Solving the Wrong Problem
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Your AI Infrastructure Is Probably Solving the Wrong Problem

#ai #infrastructure #platforengineering #governance
7 min read
The Hypervisor Is Becoming a Policy Enforcement Point
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The Hypervisor Is Becoming a Policy Enforcement Point

#virtualization #devops #infrastructure #security
4 min read
Nobody Meant to Build an AI Control Plane
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Nobody Meant to Build an AI Control Plane

#ai #devops #infrastructure #cloudarchitecture
4 min read
Autonomous Operations Fail for the Same Reason Distributed Systems Fail
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Autonomous Operations Fail for the Same Reason Distributed Systems Fail

#ai #infrastructure #devops #cloud
4 min read
Multi-Cloud Failover Is Mostly Theater
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Multi-Cloud Failover Is Mostly Theater

#cloudarchitecture #devops #infrastructure #disasterrecovery
5 min read
The Network Is Becoming the AI Control Plane
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The Network Is Becoming the AI Control Plane

#ai #infrastructure #networking #architecture
6 min read
Cross-Region Replication Is Not Resilience
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Cross-Region Replication Is Not Resilience

#devops #cloud #sre #infrastructure
6 min read
vSphere Lifecycle Management Is a Governance Problem, Not a Patching Problem
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vSphere Lifecycle Management Is a Governance Problem, Not a Patching Problem

#vsphere #infrastructure #devops #vmware
6 min read
Why Most Disaster Recovery Tests Don't Test Recovery
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Why Most Disaster Recovery Tests Don't Test Recovery

#disasterrecovery #sre #infrastructure #devops
4 min read
Private Cloud Is Back — Because Governance Never Left
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Private Cloud Is Back — Because Governance Never Left

#cloud #infrastructure #devops #architecture
6 min read
Most Sovereignty Strategies Fail Before Architecture Begins
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Most Sovereignty Strategies Fail Before Architecture Begins

#ai #infrastructure #cloud #devops
5 min read
AI Placement Decisions Are Architecture, Not Optimization
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AI Placement Decisions Are Architecture, Not Optimization

#ai #machinelearning #infrastructure #cloud
5 min read
Nutanix AHV Operations: What Changes After VMware Migration
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Nutanix AHV Operations: What Changes After VMware Migration

#nutanix #vmware #virtualization #devops
7 min read
The AI Control Plane Is Becoming the New Shadow IT
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The AI Control Plane Is Becoming the New Shadow IT

#ai #infrastructure #machinelearning #cloud
2
7 min read
The Platform Team Became a Finance Team
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The Platform Team Became a Finance Team

#platformengineering #cloudarchitecture #finops #infrastructure
3
10 min read
Control Plane Sovereignty: Why Your AI Stack Probably Isn't Sovereign
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Control Plane Sovereignty: Why Your AI Stack Probably Isn't Sovereign

#ai #machinelearning #infrastructure #cloud
6
4 min read
The Degradation Ladder: How Systems Fail Before They Fail
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The Degradation Ladder: How Systems Fail Before They Fail

#sre #infrastructure #resilience #monitoring
5 min read
IaC Drift Is Inevitable — Design for Detection, Not Prevention
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IaC Drift Is Inevitable — Design for Detection, Not Prevention

#infrastructureascode #devops #infrastructure #terraform
4 min read
Inference Is Becoming the New Steady-State Cost Center
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Inference Is Becoming the New Steady-State Cost Center

#ai #machinelearning #cloud #infrastructure
2
5 min read
The Dashboard Said the Migration Succeeded
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The Dashboard Said the Migration Succeeded

#vmware #infrastructure #operations #devops
4 min read
GPU Utilization Is Becoming the New Cloud Waste Crisis
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GPU Utilization Is Becoming the New Cloud Waste Crisis

#ai #cloudcomputing #cloud #infrastructure
2
6 min read
Idle Cloud Cost Is the New Egress Cost
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Idle Cloud Cost Is the New Egress Cost

#cloud #architecture #finops #infrastructure
5 min read
The Infrastructure Team Is the Real Single Point of Failure
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The Infrastructure Team Is the Real Single Point of Failure

#devops #infrastructure #platformengineering #sre
7 min read
Inference Routing Is Becoming an Infrastructure Placement Problem
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Inference Routing Is Becoming an Infrastructure Placement Problem

#infrastructure #cloudarchitecture #platformengineering #mlops
9 min read
The Console Is the Shadow Control Plane
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The Console Is the Shadow Control Plane

#devops #terraform #infrastructureascode #infrastructure
8 min read
Egress Audit Framework: How to Find Unbounded Movement Paths
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Egress Audit Framework: How to Find Unbounded Movement Paths

#cloud #infrastructure #devops #architecture
8 min read
The Day 2 Operations Debt You Inherited From Terraform
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The Day 2 Operations Debt You Inherited From Terraform

#terraform #devops #cloud #infrastructureascode
6 min read
The VM That Survived the Migration But Lost Its Identity
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The VM That Survived the Migration But Lost Its Identity

#vmware #infrastructure #devops #cloud
5 min read
The Model Answered. Nobody Asked Who Authorized That.
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The Model Answered. Nobody Asked Who Authorized That.

#ai #infrastructure #security #cloud
2
5 min read
The Control Plane Problem in VMware Alternatives
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The Control Plane Problem in VMware Alternatives

#devops #infrastructure #kubernetes #cloud
10 min read
Why Most "Cheaper Cloud" Strategies Fail
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Why Most "Cheaper Cloud" Strategies Fail

#cloud #devops #infrastructure #architecture
5 min read
AI Workloads Break Traditional FinOps Models
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AI Workloads Break Traditional FinOps Models

#ai #machinelearning #cloud #infrastructure
7 min read
The Configuration Drift Discovery During a Drill
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The Configuration Drift Discovery During a Drill

#devops #infrastructure #sre #cloud
4 min read
Why Your DNS Failover Didn't Actually Fail Over
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Why Your DNS Failover Didn't Actually Fail Over

#devops #infrastructure #sre #networking
4 min read
The Skills Gap Is the Real VMware Exit Risk
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The Skills Gap Is the Real VMware Exit Risk

#cloud #infrastructure #devops #vmware
8 min read
Rubrik vs Cohesity: The Enterprise Decision Framework
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Rubrik vs Cohesity: The Enterprise Decision Framework

#infrastructure #devops #cloud #sre
1
6 min read
Your CI-CD Pipeline Is Your Real Infrastructure Control Plane
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Your CI-CD Pipeline Is Your Real Infrastructure Control Plane

#infrastructure #devops #iac #platformengineering
1
5 min read
The Connected Air Gap: Why Most Backup Isolation Fails
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The Connected Air Gap: Why Most Backup Isolation Fails

#dataprotection #backuparchitecture #security #infrastructure
1
3 min read
The "Lift-and-Shift to KVM" Fallacy
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The "Lift-and-Shift to KVM" Fallacy

#vmware #kvm #devops #infrastructure
7 min read
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