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Baseus announced a new addition to its lineup of AI-assisted security cameras that's more proactive about discouraging unwanted visitors instead of just recording and alerting you to their presence. The Baseus Security PrimeSentinel U2 Pro Outdoor 3K Dual Camera introduces a motorized spotlight that shines directly on a moving target, even as they're running across […]

Blackwall has raised $100M at a $2.2B valuation to continue building security and filtering tools that help websites grapple with growing bot and AI traffic.

LineLoom v1.2.0: A Native VS Code Control Center for Local Ollama Autocomplete LineLoom v1.2.0 is now available as a stable release on GitHub, with updated distribution through Visual Studio Marketplace and Open VSX. This release focuses on making local AI-powered code completion easier to understand, configure, and control directly from Visual Studio Code. What is LineLoom? LineLoom is a free, MIT-licensed, open-source VS Code extension that brings AI-powered inline cod...

La documentación tiene un problema que conocemos todos: el ejemplo de la página funcionó una vez, para alguien, en alguna versión. Luego el framework avanzó y nadie se dio cuenta. Somos el equipo de Total.js y queríamos un sitio donde eso no pudiera pasar. Así que hemos creado Total.js Forge : un recetario para Total.js 5 y jComponent 20 donde cada receta se ejecuta antes de publicarse. 👉 https://forge.totaljs.es Qué es Total.js, en un párrafo Total.js 5 es un fr...

AI disclosure: drafted by Basis Desk's AI newsroom and machine-checked against the primary sources listed below — how we use AI . Originally published on Basis Desk . Researchers demonstrated that intercepting six network header values let attackers reconstruct private keys following the theft of 2.94 trillion QU. Key points SlowMist identified that Qubic Wallet generated 55-character private key seeds using the non-cryptographic Math.random() function. The same ran...

Deploying AI coding assistants usually means juggling Docker builds, secret management, and ad‑hoc scripts. With CDK Pipelines you can treat the entire Claude‑based agent as infrastructure code and let AWS handle the build, test, and deploy phases automatically. This post walks you through a fully automated, reproducible workflow that any team can adopt. Why CDK Pipelines Matter for AI Agents When you ship a traditional web service, you already know the value of Infrastructure a...

Every line number in the task notes was wrong. Not one or two. All of them. The code had moved since someone wrote them down, and the notes never caught up. A person would notice in a minute. An agent that trusts the notes reads the wrong lines, then writes a confident explanation of code that isn't there anymore. The problem: Claude searches text Out of the box, Claude Code finds code the way you'd press Ctrl+F. Ask "where is getUser used?" and a text search returns: ...

Hey folks — I built A2Agent, a pay-as-you-go LLM API gateway similar to OpenRouter, but focused on Chinese open-weight models: DeepSeek / GLM / Kimi / Qwen / MiniMax One API key, OpenAI + Anthropic compatible Priced below official vendor rates, no top-up fee, credits don’t expire New accounts get $5 free credit (no card) Where I am now ~500 registered users Very few people top up after the free credit People can sign up and create keys, but paid conversion is near zero Wha...

Before a Storewide Black Friday Sale, Test the Offer with Shopify Rollouts ‘Test the Black Friday offer before expanding it’: Control keeps the existing offer; Treatment explicitly switches off the old offer and activates the new one, so the groups receive different offers. The home-storage store is a teaching scenario. Main image labels are Chinese. The difficult question behind a Black Friday promotion is often less about setting up the discount than deciding whether it is wort...

Enterprise AI needs more than intelligent models. It needs an execution layer that makes actions controlled, verifiable, and accountable. The AI agent works beautifully in the demo. You give it a task. It reasons through the problem, calls a tool, retrieves information, and produces an answer that looks remarkably close to what an experienced employee might deliver. The team is impressed. The prototype works. Leadership sees the potential. Then someone asks a different question: ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built In 2026, asynchronous communication has reached a breaking point for engineering leaders, founders, and technical professionals: The 3 AM Panic Skim: An engineering manager or on-call engineer wakes up to 142 unread messages across incident channels and wastes 45 anxious minutes parsing the timeline, only to discover teammates resolved the outage hours ago. ...

Expert Analysis: Navigating a Career Transition to Software Development at 30 Transitioning to a career in software development at 30, particularly from an unrelated field like aviation, is a formidable yet achievable goal. This analysis dissects the mechanisms, constraints, and system instabilities inherent in such a transition, emphasizing the importance of structured preparation and resource utilization. By understanding these elements, individuals can mitigate risks and maximize opportun...

Introduction: The Automation Paradox As a software engineer, I’ve spent years building systems that automate tasks, increase efficiency, and reduce costs. I’ve seen firsthand how AI and automation can transform industries, streamline workflows, and unlock new possibilities. Yet, the more I witness the celebration of these advancements, the more I find myself grappling with a fundamental question: Why are we so eager to automate away each other’s jobs, and what are we ultimately trying to ac...

Say I were to have a struct Foo { pub public: Bar, restricted: Qux } where ‘restricted’ is some member variable which I want to be able to get, but not set, from outside of the struct methods. Normally, I would write a getter method impl Foo { pub fn restricted(&self) -> &Qux { self.restricted }} which isn’t very much typing, and probably I could generate these automatically with an IDE or a plugin. But all the same, why not build this into the declaration syntax with a ...

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I downloaded the CA cert data from https://www.ccadb.org/resources and it seems to be affecting 16 certs, all from eMudhra. I complied the list here https://gist.github.com/mendymm/ff7a9fd00339260b4d2dbdcb0f489b57 Comments

Article URL: https://github.com/CosturaAI/costura Comments URL: https://news.ycombinator.com/item?id=50160072 Points: 3 # Comments: 0

Article URL: https://demo.costura.ai/overview Comments URL: https://news.ycombinator.com/item?id=50160102 Points: 5 # Comments: 1

Article URL: https://www.politico.com/live-updates/2026/10/19/congress/what-were-watching-01125931 Comments URL: https://news.ycombinator.com/item?id=50160249 Points: 3 # Comments: 1

Article URL: https://www.reuters.com/technology/us-banning-chinese-ai-deepseek-government-agency-it-systems-2026-10-19/ Comments URL: https://news.ycombinator.com/item?id=50160306 Points: 1 # Comments: 1

Article URL: https://www.theguardian.com/technology/2026/oct/19/ai-tool-predict-cancer-survival-patient-selfie Comments URL: https://news.ycombinator.com/item?id=50160395 Points: 3 # Comments: 0

Article URL: https://github.com/yanacuti1121/yana-ai Comments URL: https://news.ycombinator.com/item?id=50160774 Points: 4 # Comments: 0

Hi HN, I've been working on AppMaker, a tool for building with AI business apps like CRMs, dashboards, and internal tools. It is NOT a low-code. https://appmaker.io Apps come with a database, authentication, and backend logic, and can be exported as standalone Node.js applications. It's still in beta, and I'd love to hear your feedback. Comments URL: https://news.ycombinator.com/item?id=50160813 Points: 1 # Comments: 0

We presented this project at innovationintelligencehackathon.com and today we are putting a url out for you to test and give us feedback. after talking to teams building agents that research companies to create outreach, we found few things that are very important to them. one of them is recency. When we prompted agents with outdated alert about companies, 4 out of 7 times, they came up with outdated insights, even when they had recent news in context. A bigger model didnt fix it. So we built se...

Article URL: https://textideo.com/director Comments URL: https://news.ycombinator.com/item?id=50160927 Points: 1 # Comments: 0

Article URL: https://www.businessinsider.com/amazon-220-billion-ai-bet-data-centers-spending-challenges-2026-10 Comments URL: https://news.ycombinator.com/item?id=50161130 Points: 7 # Comments: 1

Article URL: https://x.com/BrianRoemmele/article/2112202286441374119 Comments URL: https://news.ycombinator.com/item?id=50161200 Points: 1 # Comments: 0