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Hacker News Ask

Ask HN: What's up with all the dead links recently?

For the past couple of weeks, I've found that probably 20-30% of front page HN links are unresolvable with "this site can't be reached" errors. Checking the comment thread, it's clear that the links are loading for other people. Has HN become such a traffic cannon that we bring down anything that hits the front page and I'm always late to the party? Are the sites being brought down by heavy AI bot traffic? What gives? Comments URL: https://news.ycombinator.com/item?id=50091163 Points: 1 # Commen

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Hacker News Ask

Are there any more startups with real technical challenges?

I'm a technologist with 25+ years of hands-on experience across all IT roles and hundreds of technologies. I've done it all: from startups to Fortune 500s, from desktop applications to global distributed systems to AI dark factory harnesses. But I'm bored. I want to work with a startup who's taking on real challenges, challenges that require the kind of engineering expertise that gave us the microprocessor revolution and the real birth of Silicon Valley. Yes, everyone is talking about AI. Sure,

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The Pragmatic EngineerDev & Frontend

Uber’s AI infra, from the inside

Uber Distinguished Engineer Uday Kiran Medisetty shares how Uber builds internal developer tools, integrates AI agents into engineering workflows, and measures their impact on productivity.

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Uber’s AI infra, from the inside
Hacker News Ask

Ask HN: Are you hesitant to install vibe-coded apps?

The thing is in the past there can be supply chain attacks but when its an actual programmer creating the software there is at least a chance for them to notice if something is up. But if the app is not even created by a programmer whats stopping prompt injection from including some virus in the app? Aren't we completely blind to security issues at that point? Comments URL: https://news.ycombinator.com/item?id=50090796 Points: 9 # Comments: 9

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Product HuntTools

buddylist

<p> Chat with your coding agents like it's 2005 </p> <p> <a href="https://www.producthunt.com/products/buddylist-2?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1280488?app_id=339">Link</a> </p>

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Hubspot

Tracking AI Overviews: What the data actually shows

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/tracking-ai-overviews" title="" class="hs-featured-image-link"> <img src="https://blog.hubspot.com/hubfs/Copy%20of%20Featured%20Images_Blog%20Title%20Templates%20(10).png" alt="Graphic showing visual representation of "Tracking AI Overviews" via a globe with a search bar in front of it and a series of empty text boxes under a magnifying glass." class="hs-featured-image" style="width:auto !important; max-width:50%

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Hubspot

Claude skills vs. plugins vs. MCP connectors: A simple guide

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/claude-skills-plugins-mcp" title="" class="hs-featured-image-link"> <img src="https://blog.hubspot.com/hubfs/blogbot/claude-skills-vs-plugins-vs-mcp-connectors-featured-8852735.webp" alt="claude skills vs plugins vs mcp connectors: a plain-language FAQ" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p>If you’ve opened Claude’s Customize sett

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Simon WillisonLLMs

AI is mass decompiling games. That's both awesome and scary.

<p><strong><a href="https://popcar.bearblog.dev/ai-is-mass-decompiling-games-thats-both-awesome-and-scary/">AI is mass decompiling games. That's both awesome and scary.</a></strong></p> Indie game developer Popcar talks about the recent wave of AI-powered decompilation of existing games, enabling weird mashups between existing games, and producing a boom in game preservation projects to get old games working on new hardware (often in a browser using WebAssembly).</p> <p>I like how this piece cap

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AWS Machine Learning Blog

Build self-improving document processing using Amazon Bedrock AgentCore

Learn how to build an agentic intelligent document processing (IDP) system using Amazon Bedrock AgentCore that classifies, extracts, validates, and learns from business documents with minimal human intervention, automatically handling new document formats without manual template configuration.

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Schneier on Security

Upcoming Speaking Engagements

This is a current list of where and when I am scheduled to speak: I’m speaking at ATTENTION: Democracy, Rebuilt in Montreal, Canada. The event runs October 21–23, 2026, and my talk is on Wednesday, October 21. I’m speaking at the University of Toronto in Toronto, Ontario, Canada, at 5 PM ET on October 22, 2026. I’m speaking at [un]prompted in San Francisco, California. The event runs October 27–29, 2026, and my talk is at 11:35 AM PT on Thursday, October 29. I’m speaking at the Catalyst Summit i

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Product HuntTools

withHuman

<p> A open-source human approval layer for AI Agents </p> <p> <a href="https://www.producthunt.com/products/withhuman?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1280444?app_id=339">Link</a> </p>

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Google Developers

Optimizing a 200,000-line Python codebase overnight with Gemini 4 Argon

How our engineering team ran Gemini 4 Argon unattended overnight with .agents/skills and /goal mode to cut in-memory session prep overhead by 40% in long sessions and speed up cold imports by 21% in Google's open-source Python Agent Development Kit (ADK).

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Product HuntTools

Actually Asked

<p> A self-improving branded AI FAQ page </p> <p> <a href="https://www.producthunt.com/products/actually-asked?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1280414?app_id=339">Link</a> </p>

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Product HuntTools

Rushilo

<p> Edit video by talking to Claude Code or Codex </p> <p> <a href="https://www.producthunt.com/products/rushilo?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1280413?app_id=339">Link</a> </p>

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Hacker News Ask

Anyone built something where AI computation get cryptography receipts

We're a small proof-of-useful-work project. The validators don't mine — they verify AI computations (matrix multiplications + activation functions) and get consensus weight for it. The part that matters to you: submit any GEMM workload up to 256×256 and we return the result plus a cryptographic receipt — a SHA-256 commitment chain folded into our ledger state, verifiable by anyone forever. Free, no token, no signup beyond an API key we generate in seconds. Honest limits: we verify GEMM + element

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Towards Data Science - Medium

Does Stacking Beat Your Best Model?

It only helps when your models make different mistakes. The post Does Stacking Beat Your Best Model? appeared first on Towards Data Science .

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Hacker News Ask

Ask HN: Do you use goto, or labeled break/continue?

C# 15 (in preview with .NET 11) lets break and continue target an outer loop by label: outer: for (int x = 0; x for (int y = 0; y } Honestly, "goto" never even comes to mind when I write an algorithm. I find it hard to follow, so when I need to leave nested loops I extract a method and "return" instead. Do you use "goto" in real code? Do you think you'll use labeled break/continue? https://learn.microsoft.com/en-us/dotnet/csharp/whats-new/csharp-15#labeled-break-and-continue Comments URL: https:

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The Robot ReportRobotics

RoboBusiness 2026 panel to discuss reshoring with robots

While reshoring manufacturing is a high priority for policymakers and technologists, RoboBusiness panelists will examine how to promote it. The post RoboBusiness 2026 panel to discuss reshoring with robots appeared first on The Robot Report .

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RoboBusiness 2026 panel to discuss reshoring with robots
TED Talks Daily (SD video)

AI brain fry is real. Here’s what leaders can do | Julie Bedard

Workers everywhere are quietly redesigning their jobs around AI, boosting productivity but also creating new kinds of problems. AI advisor Julie Bedard thinks she has a fix. She shares new research on three areas for leaders to focus on — including how to avoid "AI brain fry" — and why we need to shape this change rather than let it happen to us. Hosted on Acast. See acast.com/privacy for more information.

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TechCrunch

TechCrunch Disrupt 2026: Day 2

Day 2 at TechCrunch Disrupt 2026, full of all themes across AI, investor-only session, more roundtables, and more. Register to save 50% on your pass.

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Schneier on Security

The Future of AI Cryptanalysis

Matthew Green has been writing a rather pessimistic series of posts about the potential for AI systems to vastly outperform humans in cryptanalysis of both symmetric and public-key ciphers. I am more optimistic than he is. That is, I have stronger faith in the over-engineering cryptographers tend to do. I am trying to write this up in more detail.

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Recurrent Neural Networks

Few-Shot Text Classification with Scikit-LLM

Leveraging Scikit-LLM for one of the simplest yet most practical text classification tasks utilized in the modern AI landscape: few-shot classification.

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Few-Shot Text Classification with Scikit-LLM
Towards Data Science - Medium

How Do Word Embeddings Capture Relationships Between Words?

Understanding how words become related in a learned vector space The post How Do Word Embeddings Capture Relationships Between Words? appeared first on Towards Data Science .

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AWS Machine Learning Blog

Generate presentations with Amazon Bedrock AgentCore

This post walks you through building an AI agent system with Amazon Bedrock AgentCore that automates PowerPoint presentation creation from enterprise documents. A supervisor agent, Retrieval Augmented Generation, and Amazon Bedrock Guardrails generate grounded presentations in under 90 seconds.

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AWS Machine Learning Blog

How Tamnoon built AI-powered cloud security remediation with Amazon Bedrock

Learn how Tamnoon built Tami, an agentic cloud remediation orchestrator on Amazon Bedrock that autonomously investigates and safely remediates cloud security findings from CNAPP and cloud-native sources. The approach drove a 90%+ reduction in critical cloud exposure in 90 days with zero production issues.

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