The manifesto

The Loop Closes

The agentic revolution arrived in pieces.

First came reasoning. Then planning. Then memory. Then the power to call tools — run code, query an API, search the web, read a database.

The stack got very good at thinking.

Then most agent loops in the world hit the same wall.

Not a reasoning wall. Not a planning gap. The wall is a browser window. A form behind a login. A dashboard with no API. An OAuth screen. A government portal. A SaaS tool that has been promising a public API since 2019. These are not edge cases. They are the majority of the work.

The API is not the world.

The agent hands the task back to a human with a polite note: “Please complete this step manually.” The human opens a browser, clicks through five screens, copies a value back into the chat, and the agent resumes. That handoff is the bottleneck. Not the model. The handoff.

Humans are not the problem. Human handoffs are the bottleneck.

The person in that loop is doing what a well-engineered system could do instead: clicking through screens, copying values, navigating menus, filling forms. They are the software’s keyboard and mouse, inserted into an otherwise capable pipeline because no machine can reach the interface.

This is the execution gap. It has been hiding in plain sight because every team building with agents has learned to work around it. The workaround is the human.

Until the ambition grows.

Vised is the missing piece: software that operates other software, on the machine where your logins already live, with a visible moving cursor so you can watch every step. It reads the screen the way the operating system itself describes it, and looks at the pixels when it has to — so it finds the right button the way a careful person would.

The product is local. The gap it fills is everywhere.

It is the interface layer for AI agents — where the work leaves the API and enters the interface.

And with a gate.

The gap between “can execute software tasks” and “should execute software tasks unsupervised” is not a technical gap. It is a trust gap. Vised closes both: an on-device operator that executes, and a physical-input approval gate that keeps the human at the helm.

Before any task runs, you see what is about to happen and physically click Approve. The approval must originate from a real mouse or keyboard event. A process running on the same machine cannot synthesize its own approval. Your click is the key.

The person moves from the loop’s weakest mechanical link to its highest-leverage position: goal-setter, taste-maker, judge.

Not human-in-the-loop. Human-at-the-helm.

The loop, for the first time, closes.

“Can an AI use a computer?” was settled in February 2026, when AI matched human scores on the standard computer-use test.

The open questions, “Can your agent hire one? Can it prove a human said yes? Can it get better at a task every time it runs it?”, are still ours alone.

Claude Code lets agents change software. Vised lets agents use software.

The future is not agents replacing humans at the keyboard. It is humans commanding fleets of agents, with trusted operators bridging the last mile into real software.

For agents