Retrieval-Augmented Generation (RAG) is the backbone of most enterprise AI applications today. By grounding large language models (LLMs) like GPT-4…
Azure AI
7 Articles
7
Production AI agents fail silently without durable memory. Discover 7 critical Cosmos DB design patterns to scale Azure AI workflows and control your costs.
Multi-agent systems degrade silently under load. Master 8 critical orchestration architecture decisions to build stable, cost-controlled Azure AI workflows.
Multi-step AI agents degrade invisibly without proper monitoring. Discover 7 critical wins using Azure Monitor to expose hidden failures and control costs.
When Prompt Engineering Wasn’t Enough The model was smart.The prompts were detailed.The outputs were… inconsistent.Sometimes it answered…
The Dashboard Was Green. The Problem Wasn’t. The model passed every metric.Accuracy was high. Precision looked solid….
As I stand at the crossroads of present capabilities and future possibilities, I find myself both excited and anxious about where AI agent technology is heading. Today, I’m sharing my strategies for building Azure AI agent architectures that can evolve with the rapidly changing landscape.