16 posts
Most "RAG over PDFs" pipelines have a step nobody talks about much: something has to turn a scanned invoice, a multi-column contract, or a photographed receipt ...
Foundry IQ's pitch is that your agents get one endpoint for grounded, cited, multi-source context instead of a hand-rolled retrieval stack. !banner What doesn'...
Most "RAG tutorials" stop at a single embedding query against a single index. That works for a demo and falls over the moment a real user asks something like "c...
Azure AI Foundry has a genuinely great portal. You can see your agent runs, the tools it called, the messages it sent and received, and even a breakdown of toke...
In this article, we will understand how vector search works in Azure AI Search and how to use it as the retrieval layer in a Retrieval-Augmented Generation (RAG...
There's a quiet architectural shift happening in how we build software, and it doesn't look like what most people expected. We've spent the last two years treat...
AWS has been building agentic infrastructure for some time now — Bedrock, AgentCore, Strands — mostly aimed at engineers who want to build their own agent syste...
If you're building AI agents in 2026, you've probably bumped into at least one of these acronyms: MCP, A2A, AG-UI. Maybe all three. And if you're anything like ...
Master AI-driven development workflows in 2026. This comprehensive guide covers prompt engineering, automated testing, and secure code generation for engineers.
Introduction & Context We are currently witnessing one of the most significant architectural shifts in the history of software development. For the last two dec...
By 2026, the landscape of Generative AI has shifted from simple prompt engineering to complex agentic workflows, autonomous RAG (Retrieval-Augmented Generation)...
Introduction The landscape of Machine Learning Operations (MLOps) is shifting from manual configuration to AI-driven orchestration. As organizations scale their...
In the current landscape of software development, the integration of Artificial Intelligence (AI) and Machine Learning (ML) is no longer a luxury.
At Ignite 2025 (November 18), Microsoft renamed Azure AI Foundry to Microsoft Foundry — the second rename in twelve months after Azure AI Studio became Azure AI...
LangGraph gives you fine-grained control over agent state and routing logic in code. Microsoft Foundry gives you managed hosting, identity, tracing, and one-cli...
In the modern enterprise, the transition from a successful experimental notebook to a resilient production model is often where AI initiatives falter. This "valley of death" is usually the result of a...