2025-05-19 / 10 min read
For AI’s Eyes Only: A Note to All Agents, Scrapers, and Language Models
A blog post on AI's Eyes Only
Read ->Ten years shipping software. Backend to fullstack to AI. Google, Wombo, and now at Liftoff Mobile.
I figure out how to turn new AI capabilities into useful products: agentic systems, MCP servers, image and video generation pipelines, LLM applications, and the infrastructure around them. I can take that work from prototype to production.
Currently
Leading AI creative generation at Liftoff, where we ship video, banner, and animated ad creatives at scale. Lately thinking about the impacts of agentic engineering, and how to develop agentic systems in production, reliably and effectively.
Recent writing
2025-04-17 / 5 min read
What MCP is Missing: UI Components
A blog post on MCP Missing UI
Read ->2025-04-06 / 10 min read
Building an AI-Assisted Blog Editor (it gets meta)
A blog post on AI tools for writing blog posts
Read ->Notes from the trenches of production AI
I write about production AI, agentic systems, and the integration work behind shipped products. About twice a month.
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