2 min read
Why an in-app companion should be loopback-only and local-first
An AI companion embedded in other apps is a tempting attack surface — restricting it to loopback-only closes most of that off by design.
By Agent Software
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2 min read
Introducing Familiar: the in-app AI companion architecture
An AI companion that any app can host, built loopback-only and local-first from the start.
By Agent Software