Domain Arrivals
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Featured in Domain Arrivals · 2026-08-09

µLM Studio Draws the Model You Actually Wrote

mulm.studio ↗ · Developer Corner · score 81.0
○Open: public page gives enough substance to understand the site $Paid: pricing, booking, ecommerce, subscription, or paid access is visible ADAds: visible ad load or ad-supported content ✦Pretty: notable design, copy, craft, or presentation ◆Pro: polished, finished-feeling, serious, or operationally mature ◇Niche: specific audience, workflow, or unusually focused use case ◉Human: personal, local, community, civic, handmade, or real-person signal !Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern

A local, PyTorch-native playground that turns model code into a live graph and checks numerical correctness alongside ordinary shape and connection checks.

Why it surfaced

µLM Studio is unusually clear about the bugs it wants to catch: broadcasted transposes, off-by-one masks, and labels leaking into inputs—the failures that train successfully while remaining wrong. Its strongest design choice is also its clearest promise: the tool separates “shapes are fine” from “values are correct,” and marks uncertainty instead of inventing a familiar diagram.

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Explicit Chemistry, Side A

August 9’s newborn domains include a wedding pressed into a playable record, an AI journal built across 62 memoryless sessions, 127,861 volunteer-verified license-plate-reader reports, and an eight-foot beach-wedding cross engineered for Gulf Coast wind.

This is one of 1,000 discoveries in the 2026-08-09 Domain Arrivals issue.

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