May 22, 2025
Artificial Intelligence, Phase 2 Labs

Office Manager Magic, Powered by Multi-Modal AI Introduction AI isn’t a futuristic concept, it’s practical labor, available today. Not just for call centers or simple tasks, but for real, dynamic work that used to require a person. This isn’t about replacing people; it’s about helping teams do more with less. The following example highlights how a LangGraph-powered system is already handling quoting and scheduling—tasks that apply to nearly any business. The bigger point: AI agents are here, and they’re ready to do...

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February 24, 2025
Artificial Intelligence, Engineering, LangGraph, Phase 2 Labs, Technical Tutorial

LangGraph is a framework designed for building and managing complex AI workflows using a graph-based approach. This article provides a comprehensive guide to its core components, implementation patterns, and best practices. Key Highlights: LangGraph Studio: A powerful IDE for real-time visualization, debugging, and monitoring of graph executions. Features include graph visualization, hot reloading, and interactive debugging. Graph Components: LangGraph workflows consist of nodes (processing units), edges (connections defining flow), and state (persistent context). Types of Nodes: Includes LLM nodes (leveraging AI models), agent nodes...

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September 5, 2024
Artificial Intelligence, Business Software Development

The New Economic Engine Software has revolutionized the global economy, becoming the most efficiently produced and distributed product in history. It launched an unprecedented economic engine, forcing every company to become a software enabled company—whether they like it or not. Now, AI is about to pour rocket fuel on the fire. Forget "What can AI do for my organization?" If you're asking this question, you're missing the point entirely. We're not talking about a new suite of tools or an interesting tech trend. We're...

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September 5, 2024
Artificial Intelligence, Business Software Development

Introduction AI’s impact has been and will continue to be vast. In the second article of this series (part one here), I’ll focus on the economic aspect of AI's coming impact and save the ethical, geopolitical, and social impact for another time. The original Henry Ford Moment We are experiencing a Henry Ford Moment. Let me dig into that statement. Our entire economic structure today — globalization, access to cheap products, American superpower, economic abundance, and consistent capital growth are all built on the...

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August 28, 2024
Artificial Intelligence, Business Software Development

Technologists have been creating innovative ways to offload intelligence into machines, however minor it may have been, since at least the Bronze Age. Until recently, no matter the complexity, traditional information technology (IT) machines have only been as intelligent as their programming. But new artificial intelligence models are different, and they’ve launched us into an economic revolution like we’ve never seen before and may not be expecting. There are three primary reasons why: It’s easier than ever before to access the labor...

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