1 min read
Azure Container Apps: Serverless Deployment for AI Workloads
AI applications often have variable load patterns with periods of high demand followed by quiet periods. Container Apps scales to zero during idle times…
Infrastructure
27 articles
1 min read
Optimizing GPU Utilization for AI Workloads on Azure
Many organizations run GPU workloads at 30-40% utilization, paying for idle compute. Understanding workload patterns and implementing optimization…
1 min read
Azure API Management for AI APIs: Rate Limiting and Cost Control
Configure Azure Monitor alerts when subscriptions approach quota limits. Provide self-service usage dashboards so customers can track their consumption and…
1 min read
Capacity Planning for AI: Scaling AI Infrastructure
Strategic capacity planning ensures AI systems can scale efficiently within budget.
1 min read
Platform Engineering for Data and AI: Building Internal Developer Platforms
Platform engineering enables scale while maintaining quality and consistency. Build platforms that make the right thing easy and the wrong thing hard.
1 min read
GPU Availability in 2024: Navigating the AI Compute Crunch
The GPU crunch will ease, but strategic capacity planning remains important. Use managed services where possible, and reserve capacity for predictable…
1 min read
AI Infrastructure Evolution: From GPUs to AI-Native Platforms
Infrastructure will increasingly abstract away the complexity of AI, making it as easy to add AI as it is to add a database today.
1 min read
Self-Hosted Agents in Azure DevOps
Self-hosted agents provide flexibility for specialized build requirements and secure access to internal resources.
1 min read
Azure DevOps Agent Pools
Agent pools provide flexible compute resources for diverse build requirements.
1 min read
Self-Service Infrastructure: Empowering Teams to Move Fast
The future is developers who can move fast within safe guardrails. Self-service infrastructure makes that possible.
1 min read
Platform Engineering: Building the Foundation for Developer Productivity
Platform engineering is about creating golden paths - paved roads that make it easy for developers to do the right thing. It's infrastructure as a product…
1 min read
Azure Stack HCI: Hyperconverged Infrastructure with Azure Integration
Azure Stack HCI provides a modern hyperconverged infrastructure platform with deep Azure integration. It's ideal for organizations that need on-premises…
1 min read
Azure Arc-Enabled Servers: Manage Any Server from Azure
Azure Arc-enabled servers bring Azure's management capabilities to your entire server estate, regardless of where those servers run. This unified management…
2 min read
Designing AKS Node Pools for Production Workloads
Node pools are the AKS mechanism for running heterogeneous workloads on a single cluster—different VM SKUs, OS types, and node configurations within the…
10 min read
The Hybrid Cloud Journey with Microsoft Azure
Hybrid cloud is the trend right now I see in a lot of companies and enterprises. The term hybrid has grown too in the last couple of years. It used to be…
1 min read
Azure Desired State Configuration for Configuration Management
DSC works with three key components: Configurations : PowerShell scripts defining desired state Resources : Building blocks for configurations (files,…
1 min read
Azure Automation Runbooks for Infrastructure Management
Set up Azure Automation: Create a runbook for VM management: Create a Python runbook for resource cleanup: Create schedules for automated execution: Create…
1 min read
Application Security Groups for Simplified Network Security
Traditional NSG rules use IP addresses, which creates challenges: IP addresses change when VMs are recreated Rules become hard to read with many IP ranges…
1 min read
Network Security Groups - Microsegmentation in Azure
NSG rules are evaluated by priority (100 4096, lower = higher priority): Direction : Inbound or Outbound Priority : 100 4096 (lower numbers processed first)…
2 min read
Configuring Azure Firewall Rules for Enterprise Security
Azure Firewall rules are the configuration work that determines whether your network security posture is genuinely restrictive or accidentally permissive.…
1 min read
Azure Private DNS Zones for Internal Name Resolution
Set up a private DNS zone for your organization: Complete Private DNS setup with Terraform: Create DNS zones for Azure Private Link services: Integrate…
1 min read
Simplified Outbound Connectivity with Azure NAT Gateway
NAT Gateway solves several problems: SNAT Port Exhaustion : Each NAT Gateway supports up to 64,000 concurrent connections per public IP Simplified…
1 min read
Azure Load Balancer - Distributing Traffic Effectively
Azure offers two SKUs: Basic : Free, limited features, no SLA Standard : Zone redundant, SLA backed, supports availability zones Set up an internet facing…
2 min read
Azure Virtual Network Peering - Connecting Your Networks
VNet peering is the network connectivity primitive I configure in almost every Azure architecture. The pitch is simple: two virtual networks, connected via…
1 min read
Azure VMware Solution - Running VMware Workloads in Azure
Private Cloud Dedicated VMware environment Clusters Groups of ESXi hosts (minimum 3) vSAN Software defined storage NSX T Software defined networking HCX…
2 min read
Azure Dedicated Host - Running VMs on Isolated Physical Servers
Azure Dedicated Host is the offering I typically reach for when a client's security or compliance team says "I can't be on shared hardware." The use cases…
1 min read
Azure Virtual Network Peering: Connect VNets Seamlessly
Share VPN/ExpressRoute gateway across peered VNets. VNet peering is the foundation of Azure network architecture.