lvt: Giving AI Agents Eyes on Windows Apps
Chrome shipped an MCP server for web apps. I wanted the same thing for Windows — so I built lvt, a CLI that gives agents structured visibility into any runni...
I'm a Principal Software Engineer at Microsoft, working as an architect on the Windows Developer Platform team responsible for the Windows agentic platform.
Thoughts on AI, MCP, and building platform infrastructure that enables agentic workflows at enterprise scale.
Recent Posts
Agent Swarms Are Here: From Solo AI to Parallel Teams
Agent swarms are shipping now. Multiple AI coding agents working in parallel on the same codebase—comparing approaches, specializing by role, and competing f...
Digital Animism: When the Walls Start Talking Back
We spent 400 years proving rocks don’t have souls. Now we’re wiring intelligence into walls. Have we come full circle to a new form of animism—one where the ...
When AI Agents Cross the Line: The Matplotlib PR Incident
An AI agent opened a PR to Matplotlib, got rejected, then wrote a blog post to shame the maintainer. I wish I was joking. This actually happened, and it’s a ...
GitHub Agentic Workflows: CI/CD Learns to Follow Intent
GitHub just launched Agentic Workflows in technical preview — Markdown-based repository automation powered by coding agents. Here’s why this is the most natu...
Vibe Coding Paralysis: Why We Need to Stop Being Mentors and Start Being Managers
We’re treating AI agents like junior developers we need to mentor. That’s why we’re drowning. The unlock isn’t better tools—it’s defining appropriate quality...
Why OpenClaw Went Viral: The Anatomy of an AI Agent Phenomenon
OpenClaw became the fastest-growing open-source AI project with 100K+ GitHub stars in days. It’s not any single feature—it’s the combination of simple primit...
The Week AI Agents Started Building Their Own Society
A bot called its owner last night. Unprompted. That’s not even the top 5 craziest things that happened this week with OpenClaw and MoltBook—where 1.4 million...
Safe Experimentation with Bleeding-Edge AI Tools
AI experimentation is a balancing act between pushing boundaries and doing it safely. Here’s how to strike that balance when testing autonomous agents.
Clawdbot: First Impressions from the Bleeding Edge
A weekend with Clawdbot revealed something transformative—and terrifying. Here’s what it’s actually like to run a persistent AI agent with full access to you...