
Not Every AI Problem Needs a Trillion Parameters
I built a full AI document platform on desktop hardware with open weight models. No cloud bill. No data leaving the building.
Thoughts, insights, and experiences in technology and innovation

I built a full AI document platform on desktop hardware with open weight models. No cloud bill. No data leaving the building.

Your elegant abstraction layers made sense when keystrokes were expensive. In the AI agent era, they're undocumented libraries your agent can't Google.

A demo exploring Model Context Protocol, Server-Sent Events, and Microsoft Agent Framework, seeing what's possible when you wire Claude, real-time events, and business intelligence together

Why your AI coding assistant forgets everything overnight and how knowledge bases can solve this amnesia problem
I'm always interested in discussing innovative technology solutions, strategic partnerships, and opportunities to drive digital transformation. Let's connect and explore how we can create value together.