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INSIGHTS

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Technical articles and insights from real-world production experience in SRE, DevOps, and Cloud Engineering.

May 16, 202614 min read

Migrating from Community ingress-nginx to F5 NGINX Ingress Controller Across 3 AKS Clusters

A production war story covering the complete migration from community ingress-nginx to F5 NGINX IC v2.5.1 across three AKS clusters — including the IngressClass immutability trap, WebSocket keepalive surprises, rate limiting rewrites, and zero-downtime service patching.

KubernetesNGINXAKSDevOpsSRE
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January 20, 202512 min read

SLOs, SLIs, and Error Budgets: A Practical Guide for SREs

A practical guide to implementing Service Level Objectives, Indicators, and Error Budgets—the foundation of modern SRE practices that every reliability engineer should master.

SREObservabilityReliability
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December 15, 20248 min read

Building Zero-Trust Infrastructure on Azure: A Production Story

How we redesigned our entire backend infrastructure with VNet integration, private endpoints, and RBAC-enforced Key Vault access to achieve true zero-trust architecture.

AzureSecuritySRE
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November 28, 20246 min read

KEDA vs Azure Functions: Choosing the Right Autoscaler for Bursty Workloads

A deep dive into when to use Azure Container Apps with KEDA versus Azure Functions for event-driven scaling, based on real performance benchmarks.

KubernetesAzureDevOps
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November 10, 202410 min read

OpenTelemetry in Practice: Vendor-Agnostic Observability at Scale

Implementing distributed traces, metrics, and structured logs using the OTel SDK while maintaining flexibility to switch observability backends.

ObservabilityOTelDatadog
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