MAI-Image-2.5 Rankings Distract From Azure AI Reality
MAI-Image-2.5 Ranking Is a Signal, Not Microsoft's Multimodal Checkmate
Azure
Microsoft Azure cloud platform
ai-assisted
Practical architecture pattern for reducing model load latency in Azure-hosted GenAI apps, including when to use Blob Storage, streaming, and caching to improve responsiveness.
Show a practical architecture pattern for reducing model load latency in Azure-hosted GenAI apps, including when to use Blob Storage, streaming, and caching to improve responsiveness.
ai-assisted
Azure PostgreSQL from commit to cloud: what platform teams should standardize now
Azure PostgreSQL from commit to cloud: what platform teams should standardize now
ai-assisted
Azure SQL as an AI-ready data platform: embeddings and external models in production
Azure SQL as an AI-ready data platform: embeddings and external models in production
ai-assisted
Cosmos DB Shell and the future of AI-assisted database operations
Cosmos DB Shell and the future of AI-assisted database operations
ai-assisted
Three full-stack data platforms in a weekend: what Fabric and Azure AI Foundry enable for rapid delivery
Three full-stack data platforms in a weekend: what Fabric and Azure AI Foundry enable for rapid delivery
ai-assisted
How to expose governed data to copilots with REST, GraphQL, and MCP from one Azure service
How to expose governed data to copilots with REST, GraphQL, and MCP from one Azure service
ai-assisted
Build an Enterprise ready 2nd Brain on Azure Foundry + Cosmos DB
Build an Enterprise ready 2nd Brain on Azure Foundry + Cosmos DB
Azure
Automating Document Processing with Azure Document Intelligence
Processing hundreds of multi-page PDF forms manually is exactly the kind of repetitive work that AI should handle. I built an automated document processing pipeline on Azure that splits PDFs, extracts structured data using AI, and stores results — all triggered by a simple file upload. The Problem Imagine receiving a
Azure
Replacing Oracle UCM with Azure-Native Document Management
Legacy document management systems like Oracle UCM are expensive, inflexible, and painful to maintain. I built AssuranceNet — an Azure-native replacement that demonstrates how to modernize document management with cloud-native services and modern development practices. The Legacy Problem Oracle UCM (now WebCenter Content) was built for a different era. Organizations running
Azure
Azure Data API Builder: From Database to Full-Stack App in Minutes
What if you could expose your database as a REST and GraphQL API — with authentication, role-based access control, and auto-scaling — without writing a single line of backend code? That's Azure Data API Builder (DAB), and I built a comprehensive demo showing how to use it in a production-grade