What the numbers say about agents at work
Public studies show where agents raise finished work, where they lower the chance of a correct answer, and why most companies still see a small effect on the business.
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Technical notes on identity, automation, and software we build — from the Scraplay engineering team.
Software can have a production line now
For decades, software was not a shoe factory. Agents change the repeatable part: a known change can go online. Invention stays with a person.
Read moreHow to tell when work is ready to go online
Four conditions decide it. The result resembles work you have already shipped. The check can be written first. The inputs are stable. A person can reject the result in minutes.
Read moreORION: Trust the Identity, Not the Location
A hostname is a weak place to put trust. ORION checks an Ed25519 signature on the record itself, so a client can accept data without treating the server address as proof.
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