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If you had to hire a potential engineer only by analyzing their chat with their coding agent, what would be in your rubric?

Comments URL: https://news.ycombinator.com/item?id=47086128

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Article URL: https://web-production-71423.up.railway.app/

Comments URL: https://news.ycombinator.com/item?id=47086121

Points: 1

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Article URL: https://pascualmg.dev/blog/pascual/one-async-php-process-web-server-rest-api-and-mcp-for-ai-agents

Comments URL: https://news.ycombinator.com/item?id=47086117

Points: 1

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Article URL: https://arxiv.org/abs/2602.16066

Comments URL: https://news.ycombinator.com/item?id=47086085

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Comments URL: https://news.ycombinator.com/item?id=47086045

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Article URL: https://www.bleepingcomputer.com/news/microsoft/microsoft-anti-phishing-rules-mistakenly-blocked-emails-teams-messages/

Comments URL: https://news.ycombinator.com/item?id=47086031

Points: 1

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Article URL: http://www.arpa.net/

Comments URL: https://news.ycombinator.com/item?id=47086016

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Article URL: https://clickhouse.com/blog/cloudflare

Comments URL: https://news.ycombinator.com/item?id=47086015

Points: 2

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Article URL: https://djmag.com/news/laurie-spiegels-pioneering-80s-music-making-software-music-mouse-returns-modern-update

Comments URL: https://news.ycombinator.com/item?id=47086006

Points: 3

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Article URL: http://www.codersnotes.com/notes/a-constructive-look-at-templeos/

Comments URL: https://news.ycombinator.com/item?id=47085988

Points: 1

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Article URL: https://www.ft.com/content/ac672f97-a603-4c56-afa3-4a5273d45674

Comments URL: https://news.ycombinator.com/item?id=47085927

Points: 2

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Article URL: https://sklivvz.com/posts/i-finally-emulated-my-childhood

Comments URL: https://news.ycombinator.com/item?id=47085900

Points: 1

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I built an English pronunciation assessment engine that fits in 17MB and runs in under 300ms on CPU.

Architecture: CTC forced alignment + GOP scoring + ensemble heads (MLP + XGBoost). No wav2vec2 or large self-supervised models — the entire pipeline uses a quantized NeMo Citrinet-256 as the acoustic backbone.

Benchmarked on speechocean762 (standard academic benchmark, 2500 utterances): - Phone accuracy (PCC): 0.580 — exceeds human inter-annotator agreement (0.555) - Sentence accuracy: 0.710 — exceeds human agreement (0.675) - Model is 70x smaller than wav2vec2-based SOTA

Trade-off: we're ~10-15% below SOTA on raw accuracy. But for real-time feedback in language learning apps, the latency/size trade-off is worth it.

Available as REST API, MCP server (for AI agents), and on Azure Marketplace.

Demo: https://huggingface.co/spaces/fabiosuizu/pronunciation-asses...

Interested in feedback on the scoring approach and use cases people would find valuable.

Comments URL: https://news.ycombinator.com/item?id=47085899

Points: 2

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Article URL: https://en.wikipedia.org/wiki/Great_Locomotive_Chase

Comments URL: https://news.ycombinator.com/item?id=47085892

Points: 3

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Article URL: https://fal.ai/gen-media-report-volume-1

Comments URL: https://news.ycombinator.com/item?id=47085888

Points: 1

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Article URL: https://twitter.com/IranIntl_En/status/2024767317893075330

Comments URL: https://news.ycombinator.com/item?id=47085884

Points: 6

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Article URL: https://delulu9.com/

Comments URL: https://news.ycombinator.com/item?id=47085654

Points: 1

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Hey HN,

I vibed Chowser because I was tired of links always opening in my "default" browser when I wanted them in a specific session (work, personal, research, etc.).

Chowser is a lightweight macOS app that acts as your default browser. Instead of opening a link immediately, it pops up a sleek picker that lets you choose which browser to use for that specific link.

Key Features: Lightweight & Native: Built with SwiftUI/AppKit. It lives in your menu bar and uses zero resources when idle. Keyboard First: Press ⌘⇧1 through ⌘⇧9 to snap-select a browser instantly. Set & Forget: Once it's set as your default browser, it stays out of your way until you click a link. Open Source: Fully open source under MIT. Tech Stack: Swift, SwiftUI, and AppKit. I wanted something that felt like a native part of macOS, not a heavy web-wrapper.

Check it out: GitHub: https://github.com/bsreeram08/chowser Download (DMG): https://github.com/bsreeram08/chowser/releases

Thanks! sreeram

Comments URL: https://news.ycombinator.com/item?id=47085628

Points: 1

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Article URL: https://idonutbelieve.com/

Comments URL: https://news.ycombinator.com/item?id=47085596

Points: 1

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Article URL: https://fakesec.com/

Comments URL: https://news.ycombinator.com/item?id=47085557

Points: 1

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