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ExternalSoftware Engineering
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We built a benchmark, then caught it strangling the models it was grading

A couple of day ago I posted about OmnisBench, our open benchmark for LLM routing, specifically our LLM Router OmnisRouter , and made a fuss about how you can re-grade every number yourself because we publish the actual model responses. Two commenters, deanlee and jugeni, very politely pointed out that the whole thing might be resting on a fib. Their point: HumanEval and GSM8K are old. The models have almost certainly read the answers. So when I cheerfully reported that the cheapest model alread

llmopensourceai
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ExternalTechnology Trends
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Poolside laguna s 2.1 vision

Article URL: https://huggingface.co/numinousmuses/laguna-s-2.1-vision Comments URL: https://news.ycombinator.com/item?id=49395069 Points: 1 # Comments: 0

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ExternalSoftware Engineering
DEV Community

Nuance Is a Double-Edged Sword ⚔️

The dictionary defines nuance as a subtle distinction or variation. In practice, it's the difference between a junior developer who follows the rules and a senior developer who knows when to break them — the gap between having a rule and knowing what the rule is actually for. Which is exactly what got me triggered this week 😋 — a few posts crossed my feed carrying words like never, died, stated flat, no room left for a counterexample to breathe. Hope that's okay to say out loud. Because here's

discusswritingwebdev
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ExternalSoftware Engineering
DEV Community

overflow: clip saved my navbar

This is a submission for DEV's Summer Bug Smash: Smash Stories powered by Sentry. There was no error in the console, the CSS was syntactically correct, the logic was sound, and overflow: hidden was just not working. I was building the navigation overlay for my personal portfolio, which runs on Next.js 15 with App Router, React 19 and Tailwind v4. The navbar opens a fullscreen overlay that descends from the top using GSAP. Inside that overlay, each navigation link has a split reveal effect: the l

devchallengebugsmashnextjs
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