A comprehensive guide to OpenAI’s GPT model family. Understand the differences between GPT-3.5, GPT-4, and GPT-4 Turbo, including pricing, features, context windows, and practical implementation advice for developers.
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Deep Dives into EKS Monitoring and Observability with CDKv2
Running production workloads on Amazon EKS demands more than basic health checks. After managing dozens of Kubernetes clusters across various industries, I’ve learned that the difference between a resilient system and a fragile one often comes down to how deeply you can see into your infrastructure. This guide shares the observability patterns and CDK-based automation […]
Read more →Multi-Modal AI: Building Applications with Vision-Language Models (Part 1 of 2)
Introduction: The era of text-only LLMs is ending. Modern vision-language models like GPT-4V, Claude 3, and Gemini can see images, understand diagrams, read documents, and reason about visual content alongside text. This opens entirely new application categories: document understanding, visual Q&A, image-based search, accessibility tools, and creative applications. This guide covers building multi-modal AI applications […]
Read more →Platform Engineering: Building Internal Developer Platforms
Platform Engineering is the discipline of building self-serve internal platforms that abstract infrastructure complexity from development teams. Unlike traditional DevOps (where developers manage infrastructure), Platform Engineering provides golden paths—opinionated, pre-configured solutions that reduce cognitive load. Gartner predicts 80% of large enterprises will have platform teams by 2026. This guide covers architecture patterns, technology choices, and […]
Read more →Terraform at Scale: Enterprise State Management Guide
Terraform state management is the most critical aspect of enterprise IaC. Poor state architecture leads to slow plans, state locking conflicts, blast radius issues, and team bottlenecks. This guide covers state backend selection, workspace strategies, state file organization patterns, and operational best practices from managing 500+ Terraform workspaces. State Backend Selection Backend Locking Encryption Best […]
Read more →Cloud Native and Multi-Cloud Architecture: A Complete Guide to Modern Infrastructure
The evolution of cloud computing has fundamentally transformed how we architect, deploy, and operate applications. Cloud-native architecture and multi-cloud strategies are no longer optional—they’re essential for organizations seeking agility, resilience, and competitive advantage in the digital economy. This comprehensive guide covers cloud-native principles, multi-cloud strategies, Kubernetes orchestration, and practical implementation patterns with real-world examples. Cloud […]
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