Blog
Deep dives into AI agent optimization and multimodal context management.
Open Letter
An Open Letter to Anthropic and OpenClaw: Image Bloat Is Costing You Money
OAuth subscribers burning tokens on dead images means lower margins for Anthropic and worse UX for OpenClaw users. Here's the math — and a free, open-source fix that's already working in production.
Deep Dive
The Hidden Cost of Images in AI Agent Context Windows
675,000 images rotting in context windows get re-sent on every API call. That's 573 billion tokens and 2.3 TB of redundant data per day. Here's the math — and the fix.