up:: 00 Start Here
Tell Me How This Helped
If this helped you, I’d genuinely love to hear it.
I wrote these pages as a labor of love and gave them away because I want this transition to feel understandable to the people it actually lands on. So when one of them helps someone, a reporter who finally got the story straight, a city council member who walked into a budget meeting knowing what to ask, a person who just wanted to know whether their own records were at risk, that’s the whole point landing. Hearing about it tells me this is worth keeping free, and it’s the best fuel I have for making it better.
If you’ve got a minute, tell me your story below. What were you trying to understand, and where did these pages fit in? A sentence is plenty; specifics are even better.
Share your experience
Having trouble with the form? You can always just email me at addie@lamarrlabs.com instead. Either way, thank you.
## Spot something that's wrong?Sometimes information goes stale, and sometimes I get something wrong. This field moves fast: standards get revised, deadlines shift, and a page that was accurate in March can be off by August. If you find something here that isn’t right, email me at addie@lamarrlabs.com with the page and what’s off. Point me at a better source if you have one, and I’ll fix it and stamp the page with a fresh verification date. Every claim here already traces to a primary document, and the record of that lives in The primary documents behind every claim and Every figure and where it comes from. This gets better every time someone corrects me, and I’d rather be corrected than politely wrong.
A note on how I’ll use it
You’re in full control of what happens to anything you send. The form asks how you’d like to be credited, from your full name and title down to fully anonymous, and it asks whether I may publish your words at all. I only ever share a quote when you’ve said yes, attributed exactly the way you chose and never a step further. If you’d rather it stay private and just reach me, that’s a real option too.
What readers are saying
This is where the words of people who’ve used these pages will live, once they start coming in. If yours could be here, the form above is how.
Last verified 17 August 2026 · Written and maintained by Addie LaMarr, LaMarr Labs.