@PrajwalTomar_: I handed one cheap AI model a screenshot of a dashboard and said "build this." 3 minutes and about 50 cents later, it h…

I handed one cheap AI model a screenshot of a dashboard and said “build this.”

3 minutes and about 50 cents later, it had read the screenshot, pulled live crypto prices off the web itself, and shipped a working app.

One small model did the seeing, the searching, and the coding.

How it ran, below.

You don’t understand how BIG this Hermes “Judgement Release” update actually is.

This is a major workflow upgrade for agents that learn, remember, verify, and execute in the background.

→ MoA is first-class now. You can run model committees like any model and watch reasoning + final aggregation live.

→ /learn turns URLs, workflows, and directories into reusable skills fast.

→ /journey + memory graph makes agent memory visible and editable. No more blind trust.

→ self-verification + completion contracts means done = tested + logged evidence.

→ background subagent fan-out + Projects gives real parallel execution in desktop.

Translation: This is Hermes moving from a cool open-source demo to a system you can actually run serious work on.

We’re so early.