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 →Category: Emerging Technologies
Emerging technologies include a variety of technologies such as educational technology, information technology, nanotechnology, biotechnology, cognitive science, psychotechnology, robotics, and artificial intelligence.
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 […]
Read more →Azure Functions 3.0 to 4.0: Performance Deep Dive
With the release of Azure Functions 4.0 (running on .NET 6), the performance landscape for serverless has shifted dramatically. Upgrading from 3.0 (.NET Core 3.1) isn’t just a version bump; it is an overhaul of the worker process. Cold Start Analysis The “Cold Start” is the time it takes for Azure to provision your instance […]
Read more →.NET 5 Migration: Real World Lessons
.NET 5 has been out for a few months now, and after migrating several enterprise-grade monoliths from .NET Framework 4.8 and .NET Core 3.1, the dust has settled. The promise of “One .NET” is largely fulfilled, but the path is not without its perilous cliffs. In this deep dive, I will share the architectural strategies, […]
Read more →Azure SQL Edge: SQL Server for IoT
Azure SQL Edge is a small-footprint container (less than 500MB) optimized for IoT edge gateways. It runs SQL Server engine on ARM64 devices (like Raspberry Pi or Jetson Nano) and includes streaming capabilities. Architecture Streaming T-SQL You can create a `STREAM` object in T-SQL to process incoming data windows. Key Takeaways Runs on ARM64 and […]
Read more →Azure API Management: Complete Implementation Guide
Deep dive into Azure APIM. Beyond a simple proxy, APIM is your unified entry point for microservices. We cover the Consumption tier (Serverless), Policies for security, and Versioning strategies. Architecture Policies: The Power of XML Use policies to modify requests before they reach the backend. Versioning Use “Path Based” versioning (e.g., `/v1/orders`) for explicit contracts. […]
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