OpenAI released ChatGPT on November 30, 2022. Within a week, it reached 1 million users. As an enterprise architect, I have been evaluating the implications for our AI strategy, security posture, and developer workflows. This analysis covers what ChatGPT means for enterprise technology decisions, the risks to understand, and how to prepare for the wave […]
Read more →Author: Nithin Mohan TK
Service Mesh: Istio vs Linkerd Comparison
Service meshes provide observability, security, and traffic management for microservices without application code changes. Istio and Linkerd are the leading options—both mature and production-ready, but with different philosophies. This guide compares them across complexity, performance, and feature sets. Service Mesh Architecture Comparison Matrix Feature Istio Linkerd Proxy Envoy Linkerd2-proxy (Rust) Resource Usage Higher Lower Complexity […]
Read more →Microservices Distributed Tracing: Complete Guide
In microservices architectures, a single request traverses multiple services. Without distributed tracing, debugging is impossible—”the request failed” tells you nothing about which service failed or why. This guide covers tracing fundamentals, OpenTelemetry implementation, and visualization with Jaeger and Zipkin. Tracing Concepts Trace: End-to-end request journey Span: Single operation (HTTP call, database query) Context: Trace ID […]
Read more →.NET 7 Released: What Enterprise Teams Need to Know
.NET 7 is now Generally Available. While .NET 6 was an LTS (Long-Term Support) release, .NET 7 is an STS (Standard-Term Support) release with 18 months of support. This guide covers the key features relevant to enterprise development: performance improvements, Native AOT, rate limiting, and optimal upgrade strategies for existing .NET 6 applications. Should You […]
Read more →Azure Monitor: Complete Application Observability Guide
Azure Monitor is the unified observability platform encompassing metrics, logs, traces, and alerts. With Application Insights for APM, Log Analytics for centralized logging, and Azure Monitor Metrics for infrastructure, it provides end-to-end visibility. This guide covers implementation patterns, KQL queries, and cost optimization strategies. Azure Monitor Components Application Insights Setup KQL Queries for Troubleshooting Alert […]
Read more →AWS Well-Architected Framework: 2022 Updates
The AWS Well-Architected Framework provides architectural best practices across six pillars. In 2022, AWS introduced significant updates including a new Sustainability pillar and revised guidance for serverless, containers, and AI/ML workloads. This guide covers each pillar with actionable recommendations for enterprise architects. The Six Pillars Pillar 1: Operational Excellence Perform operations as code: CloudFormation, CDK, […]
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