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Show HN: Crypto portfolio risk and scenario analysis with AI agents on top

Sentralis.io is a risk and scenario analysis platform focused on cryptocurrency portfolio HODLers It combines hardcore risk analytics capabilities with smart agents for deep insights, suitable for beginners and pros alike. Free accounts have full access to all scenarios and risk quantification. API and MCP access available as well Comments URL: https://news.ycombinator.com/item?id=49694118 Points: 3 # Comments: 2
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Show HN: Socratix – update: the AI voice oral exam (Viva) is live

Update to my previous post a couple of weeks ago ( https://news.ycombinator.com/item?id=49661638 ). Feedback for that run was brutal and constructive, so thought it would be good to follow up. The Viva is live – that was the "coming soon" feature from before. Once you have completed a concept's diagnostic, you will have a live voice conversation with the AI where it will ask follow-up questions and make you defend your reasoning orally as opposed to selecting a response. Finishing the conversati...
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Are They Using AI?

Article URL: https://aretheyusingai.vercel.app Comments URL: https://news.ycombinator.com/item?id=49694414 Points: 1 # Comments: 0
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The "Nonexistent" Research on AI's Benefits for Education

Article URL: https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2026/09/14/nonexistent-research-ais-benefits-education Comments URL: https://news.ycombinator.com/item?id=49694483 Points: 2 # Comments: 0
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Big AI sets out its terms for regulatory capture

Article URL: https://www.theregister.com/ai-and-ml/2026/09/14/big-ai-sets-out-its-terms-for-regulatory-capture-and-calls-it-pace-the-frontier/5296067 Comments URL: https://news.ycombinator.com/item?id=49694596 Points: 6 # Comments: 0
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'Who's on First' for AI Risk?

Article URL: https://sdarchitect.blog/2026/09/13/ai-risk-a-users-guide-part-ii-whos-on-first-for-ai-risk/ Comments URL: https://news.ycombinator.com/item?id=49694992 Points: 2 # Comments: 0
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AI Risk: The Approval Nobody Signed Off

Article URL: https://sdarchitect.blog/2026/09/06/ai-risk-a-users-guide-part-i-the-approval-nobody-signed/ Comments URL: https://news.ycombinator.com/item?id=49694997 Points: 5 # Comments: 0
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Show HN: AI-Native dependency upgrades through codemods

Apiweiser, is a CLI tool that will manage the dependency upgrades of your repositories. This is designed for developers and teams which struggle to keep the dependencies up to date regardless of security patches or API depreciation. It is AI-native by default where each changelog is interpreted by an AI agent and the code changes in the repository are done by a deterministic codemod generated by you local coding agent. The codemods will be stored in a local registry and can be extended and used...
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The case against JPEG XL

Article URL: https://giannirosato.com/blog/post/case-against-jxl/ Comments URL: https://news.ycombinator.com/item?id=49690554 Points: 188 # Comments: 246
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A 386 PC for Your RP2350

Article URL: https://github.com/rh1tech/frank-386 Comments URL: https://news.ycombinator.com/item?id=49693613 Points: 65 # Comments: 19
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Pkgsrc Is Cool (2022)

Article URL: https://www.wisellama.rocks/posts/2021-12-23-pkgsrc-is-cool/ Comments URL: https://news.ycombinator.com/item?id=49694311 Points: 16 # Comments: 5
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Who Aligns the Aligners?

Article URL: https://prestonbyrne.com/2026/09/13/aligners/ Comments URL: https://news.ycombinator.com/item?id=49694722 Points: 7 # Comments: 1
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Watch AI materials-science and bioscience abilities closely

Article URL: https://www.lesswrong.com/posts/SCtkSz4nQ9icLZ4uq/watch-ai-materials-science-and-bioscience-abilities-closely Comments URL: https://news.ycombinator.com/item?id=49694871 Points: 6 # Comments: 1
HackerNews

HP ZGX Fury Is Now Orderable: GB300 Superchip, 748GB Unified Memory

Article URL: https://www.storagereview.com/news/hp-zgx-fury-is-now-orderable-gb300-superchip-748gb-unified-memory-and-a-red-hat-ai-factory-plan-for-the-edge Comments URL: https://news.ycombinator.com/item?id=49694905 Points: 18 # Comments: 16
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Why the software industry needs a lot of regulation

Article URL: https://petewarden.com/2026/09/10/why-the-software-industry-needs-a-lot-of-regulation/ Comments URL: https://news.ycombinator.com/item?id=49695087 Points: 5 # Comments: 0
🌍 Dev.to

I Found a 12-Year-Old Archive. Recompiling It Broke the OS. The OS Was Me.

I'm a dev. Last month I found an archive on an old drive. A 12-year-old project. No README. No tests. Just raw logs. I tried to recompile it. It worked. Build: Passing. But the system started to act weird. High CPU. Processes I didn't remember launching were running in background. So I did what we do: I investigated the legacy code. I found firewall rules: OUTBOUND: DENY I found flags: response_required: NO I found a lot of UNKNOWN where I expected values. And then I understo...
Transitioning from Python web development to systems programming (Go and Rust).
🌍 Dev.to

Transitioning from Python web development to systems programming (Go and Rust).

Hi Dev.to! Today marks a significant milestone in my software development journey. For a long time, I worked in the high-level web development ecosystem using Python and Django. It was a great and interesting start, but I realized I’m more drawn to deeper systems—understanding how things work under the hood. I want to understand how networks handle bytes, how operating systems manage processes, and how to write software that is fast and resource-efficient. That’s why I’ve decided to switch ent...
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From graduation project to production: building a Branded Content Management System

From graduation project to production: building a Branded Content Management System Branded content is the kind of advertising that doesn't look like advertising. Instead of a banner, an advertiser gets a full article on a publisher's website, written to fit in with the rest of the content. Sounds simple. The process behind it in 2023 was not. At Adswag, where I did my graduation internship, getting one article live could take up to six months. Drafts went back and forth over email. Nobod...
🌍 Dev.to

Hermes Agent for SEO: from Search Console to a blog post

I don't want an AI agent to turn a keyword into another 1,500 words of plausible advice. I want it to inspect the site, find a question worth answering, read the relevant documentation, and give me an article whose claims I can check. Hermes Agent plus Google Search Console gets you part of the way there. Add reusable research and writing skills, your repository, and your own technical notes, and you have a workflow you can inspect instead of a conversation you hope went well. This tutoria...
🌍 Dev.to

How to Pay for a DeepSeek API Key When Your Country Blocks the Payment Rails

DeepSeek V4 is cheap, fast, and — for a lot of developers — impossible to buy. Not because of the model. Because of the money. If you live in Nigeria, Indonesia, Vietnam, India, Pakistan, Egypt or most of Latin America, the blocker is almost never "is this model good enough". It's "my card got declined, PayPal isn't available here, and the official platform wants a Chinese payment method." I run a small API gateway (disclosure at the bottom), and this is the most common email we get. So he...