Archive - Meritocrat Lab

The Engine vs. The Car: Why a Raw LLM Is Not a Product

Since the first release of our product, I’ve spent almost all my time in a single, intense loop: talking to users, gathering feedback, and running back…

6 hrs ago

7:37

USCIS Updates Its Guidance on RFEs and NOIDs

What Applicants and Attorneys Should Know

Aug 5

July 2026

I Spent Two Years Angry at a Pile of Documents. So I'm Building the Thing I Needed.

Notes from building a startup on nights and weekends — while keeping the day job that funds it.

Jul 23

When USCIS Says Your Evidence “Cannot Be Considered Probative”: Certified Translations, Legibility, and the Hidden Trap of 8 C.F.R. §…

Every year, thousands of otherwise strong immigration petitions are weakened — or denied outright — not because the underlying facts were insufficient…

Jul 15

What ChatGPT think about Meritocrat

I posted ChatGPT response here

Jul 14

What One Week of Real Users Taught Me About Building in Legal Tech

Notes from a bootstrapped founder on Reddit rabbit holes, attorney conversations, and why the real product work starts after you ship.

Jul 12

Stop Chasing Criteria. Start Building Your Case.

EB-1A, EB-2 NIW and O1 Immigration case

Jul 9

Meritocrat Demo Video

Jul 6

4:06

We’re live. app.meritocrat.us is open.

Today is the day.

Jul 6

June 2026

Meritocrat is getting closer to release.

More updates coming soon.

Jun 28

1:36

Meritocrat as the Prefiling Intelligence Layer in Immigration Legal Tech

Immigration legal work is not only about filing forms or drafting petitions.

Jun 13

Meritocrat: Keeping Legal Judgment with Attorneys While AI Organizes Evidence

Meritocrat: AI-Organized Legal Merit Workspace

Jun 5

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