Designing a Memory-Driven Command Center
Why persistent intelligence requires architecture
Matt Levenhagen on AI Systems & Automation Design
Insights from Matt Levenhagen on designing AI systems and automations that help businesses think, decide, and operate better across websites, internal tools, and workflows.
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Latest posts
The Problem With “Chatting With AI” As a Workflow
From reactive prompts to persistent intelligence
Why I Built My Own Local AI System
A thinking partner built around context, continuity, and how I actually work
From Chatbot to System: Reflections on My AI Journey
What Started as 'Building a Chatbot' Became So Much More
🚧 Building a Human-Centered AI Assistant – Part 2
How I’m building and testing a lean, practical AI assistant — one step at a time.
How I'm Designing a Human-Centered AI Chatbot (Starting with Discovery & Intent)
A peek inside our internal AI assistant project—and how we’re using it to learn, build, and prepare for client work
From Automation to Agentic AI: How It's Changing the Way We Work
What happens when AI stops just doing—and starts deciding?
Adding Complexity for the Sake of It: A Cautionary Tale from the Automation Trenches
When overengineering backfires—and why useful beats impressive every time.
The AI Shift Is Real - And It’s Reshaping How We Build Websites
A personal look at how AI is changing how we code, design, and build for the web.
Leveraging Alfred 5 App (or Tools Like It) to Prompt ChatGPT in Your Business
Small automations start at your desk. Before they transform your site or business, they begin with how you think, write, and organize your work.