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Articles by Umar Abbas

Umar Abbas

Umar Abbas

Founder & Principal AI ArchitectB.Sc. Computer Science • 10+ Yrs Systems Architecture

Founder & Principal AI Architect at Esaholic. Directs enterprise AI architecture, deterministic multi-agent swarms, Model Context Protocol (MCP) tool integrations, and private VPC inference infrastructure.

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Published Engineering Articles

1 Technical Guides
AI Engineering2026-09-03

What Is Agentic AI? Definition, How It Works, Examples

Agentic AI is an artificial intelligence system that pursues goals independently, choosing the necessary steps and executing them with limited human supervision. Operating through a repeating loop of perception, reasoning, planning, and action, agentic AI uses large language models for reasoning and external software tools for action.

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