Articles

I write about the systems, tools, and patterns that shape modern organizations and AI work.

Featured

• 5 min read

The Nebo Manifesto

Every person deserves access to the AI future. Not just those with technical backgrounds. Not just those with resources. Anyone who is willing to grow.

NeboAIManifestoPersonal AI
• 5 min read

A Simple Formula for Naming AI

The AI industry has a naming problem. A simple four-part formula - who owns it, where it lives, AI, and the role it plays - cuts through the jargon and makes AI products instantly understandable.

AINamingProductNebo
• 7 min read

Why Personal Desktop AI Companions Must Never Run Interpreted Code

An AI agent with file system access and an interpreted runtime is a self-modifying program waiting to happen. Here is the threat model and the compiled-only binary policy I built to prevent it.

AISecurityGoAgentsNebo
• 3 min read

Introducing GoBot, an Autonomous AI Agent That Actually Controls Your Desktop

GoBot is a persistent AI agent that remembers conversations, controls your desktop, runs scheduled tasks, and works across multiple channels. Tonight I watched it check my Gmail, compose an email, and click Send. All by itself.

AIGoAgentsOpen SourceAutomationNebo
• 6 min read

I Reduced My MCP Tools from 96 to 10. Here's the Pattern.

MCP tool bloat is choking LLMs. The Single Tool Resource Action Pattern (STRAP) applies REST-style routing to consolidate 96 operations into 10 tools with the same functionality.

MCPAIDevelopmentPatternsGoNebo
• 7 min read

10 Startups in 100 Days

VCs spread capital across founders to find the one that hits. What if a solopreneur could spread effort across MVP startups to do the same thing?

EntrepreneurshipAIStartupsExperiments
• 4 min read

A Day in the Life of an AI Grief Counselor

In late 2024 I ran a quick AI coding walkthrough for senior developers. What followed wasn't about code. It was about fear. In that moment I stopped being a trainer and became an AI grief counselor.

AILeadershipCultureConsulting
• 12 min read

How to Build Your Own MCP Vibe Coding Server in Go Using GoMCP

Learn how to build a blazingly fast MCP server in Go with 20 tools that give Claude everything needed to read, write, execute and debug code.

GoMCPAIDevelopmentTools