The web was built for a species with eyes.
Every stylesheet, every pixel, every animation on every website in existence was designed for a consumer that sees. Increasingly, that assumption is wrong.
The shift
AI agents are browsing the web on behalf of humans. Reading articles, filling forms, comparing products, booking appointments. Autonomously, at scale, and increasingly as the default way people access online content.
Raw HTML makes agents process presentation markup, tracking scripts, layout containers, and other runtime machinery alongside the content and actions the task actually needs. That mismatch consumes context and adds work before reasoning begins.
The infrastructure
What if the web had a format designed for consumers without eyes?
Plasmate is an open source browser engine that compiles supported web pages into structured meaning: what the content says, what you can click, and what you can type into. A retained v0.5.1 public-web snapshot recorded a 9.98x median serialized-byte ratio over 83 successful inputs from 98 attempted URLs. That is scoped byte evidence, not a universal token, cost, latency, or task-success claim.
The output format is called the Semantic Object Model. It is an open specification. It preserves regions, hierarchy, interactive elements, and text content in a JSON structure that any agent framework can consume without parsing heuristics.
Those layers now define the active work: Plasmate makes the web legible to agents, Pantasso makes company knowledge governed and citable, and Punk learns, proves, governs, and routes the work.
The business model
When agents can browse, decide, and act, they stop being tools. They become workers. The company providing the worker is not a software vendor. It is a service provider.
The retention layer: self-evolving agents that adapt to each customer over time, until switching becomes irrational. The service layer: software margins on work that used to require humans. A $4.6 trillion services market opening to software economics.
The bet
The last wave rewarded people who built pretty interfaces on top of ugly data. This wave rewards people who build smart agents on top of exposed APIs.
A ten-work open-access research collection. Dozens of companies, systems, and experiments. Five hundred essays. One question: what infrastructure lets agents understand, act, and improve without losing context or control?
Everything I build is aimed at that question.
How the ideas connect
Every dot is a blog post. Every line is a link from one to another. The clusters that form are not designed. They emerged from the writing.
David Hurley · Punk · Pantasso · Plasmate · 2026