Notes from the workshop.
Essays and updates on grounded AI, product writing, and how we're building Lumeinit. No growth-hacking newsletters. No "10 prompts you must know." Just notes from people who use the tool.
Why every claim should cost something to make
Cheap claims produce cheap copy. The discipline of citing forces a kind of honesty that the writing inherits — even the parts that aren't directly cited.
What "grounded" actually means
Retrieval is not citation. Citation is not faithfulness. Faithfulness is not truth. A quick tour of the gap between what AI tools say they do and what grounded research actually requires.
How Heirloom & Co. ships 40 product pages a month
A conversation with their content lead about the research burden, the legal sign-off burden, and what changed when the two started happening in the same place.
The three-column workspace
Input left, dialogue center, output right. Why we picked this structure, what it borrows from NotebookLM, and the design debates that shaped the details.
Lumeinit, v0.1
The first public version. What works, what's coming, and what we hope you break so we can fix it.