Field Notes on Agentic AI
Op-eds, executive briefings, and technical deep-dives from Dr. Rami Shaheen. Twice weekly. No fluff. Predictions, frameworks, and battle-tested patterns from the AI Subgroup of the Dubai Quality Group.
Vector Databases Are a Dead End for Agentic AI Memory
Vector databases are the crutch of a generation that doesn't understand memory. By 2028, every serious autonomous agent will abandon them for graph-native, ephemeral architectures.
Read → Op-EdWhy Your AI Agents Are Doomed Without Proper Tool Design
The biggest lie in AI today is that your agents just need a prompt. Tool design patterns are the real bottleneck, and 90% of production AI agents will fail by 2028 without them.
Read → Op-EdYour Agentic AI Evaluation Framework Is a Fairy Tale
Every company building agentic AI systems is lying about their evaluation frameworks. The truth? Most are using tools that would fail a high school statistics exam.
Read → Op-EdAgent Identity & Authorization: Enterprise AI Access Control
Learn how to manage agent identity and authorization at scale. A practical guide for enterprises deploying autonomous AI agents securely.
Read → Op-Ed5-Layer Agentic AI Architecture for Enterprise | Dr. Rami Shaheen
Learn the five-layer agentic AI architecture that powers autonomous enterprise systems. Discover how Agentic Kubernetes orchestrates multi-agent workflows for scalable, secure AI deployment.
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