Blog

Notes on home health documentation, OASIS, and building with language models carefully.

Why we make the model say "I don't know"

A confident, complete-looking assessment generated from a thin transcript is worse than an obviously incomplete one. Here is how we built around that.

Bosshh · Jul 25, 2026

Home health 5 min read

The expensive part of late charting is not the clinician's evening

Documentation debt is usually framed as a burnout problem. It is also a revenue and compliance problem, and the two have the same root cause.

Bosshh · Jul 8, 2026

Product 4 min read

What a referral packet actually contains

Most of a referral does not determine whether you can admit. A short list does, and it is usually the part that is missing.

Bosshh · Jun 22, 2026