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XDOF, just three months out of stealth, is in talks for a Series B at a $1.2B valuation

The round is being raised just months after the robot data startup exited from stealth.
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OpenAI’s rogue agents keep escaping, with no formal process to investigate them

OpenAI’s latest agent swarm incident adds urgency to calls for independent investigations as researchers and lawmakers question whether AI labs should control the scope of their own safety reviews.
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AI compute provider Nscale is looking for $3.5B in pre-IPO financing

Nscale, which recently struck a $45 billion deal with Anthropic, is in talks to raise additional funds in anticipation of an upcoming IPO.
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Judge blocks X rival from using Twitter name, but allows ‘Tweet’ for now

A federal judge temporarily barred an X rival from using the Twitter name, but found that X was likely to have abandoned the “Tweet” trademark and bird logo. The startup has since relaunched as Tweet.app....
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What will Apple’s John Ternus era look like?

It’s officially the Ternus era at Apple.   Tim Cook stepped down as CEO this week, handing the company to former hardware chief John Ternus, whose first memo promised a “huge launch next week” — timing that puts Apple’s next iPhone event on his desk before he’s even settled in. Cook isn’t going far, though: he’s staying on as Executive Chairman, focused on the kind of policy […]...
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No little kids allowed, and other new info about Tesla’s Cybercab

The company says no children under 13 can ride -- even with a parent. That's more restrictive than the Model Y SUVs it's using as robotaxis.
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How to build a real time voice AI agent in the browser

A step-by-step guide to building a fully local, real-time voice AI agent in the browser, no external APIs, no network latency, just Transformers.js and WebGPU. The post How to build a real time voice AI agent in the browser appeared first on LogRocket Blog. ...
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How to find the invisible product features users won’t ask for

Learn how product managers can uncover invisible features that reduce friction, protect user trust, and create a stronger competitive edge. The post How to find the invisible product features users won’t ask for appeared first on LogRocket Blog. ...
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Comparing AI agent sandbox platforms: E2B, Modal, Daytona, and more

Compare 15 AI agent sandbox platforms across cold start, isolation, persistence, SDK ergonomics, and pricing to find the best fit for your agent. The post Comparing AI agent sandbox platforms: E2B, Modal, Daytona, and more appeared first on LogRocket Blog. ...
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How to use Vercel eve: The Next.js framework for AI agents

Vercel eve brings familiar Next.js file-based routing to AI agents. Discover how eve simplifies agent orchestration, sandboxing, and durable execution in this developer guide. The post How to use Vercel eve: The Next.js framework for AI agents appeared first on LogRocket Blog. ...
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Understanding user stories in UX design: A practical guide

User stories help UX designers turn research into better design decisions. Learn what makes UX user stories different from Agile user stories, how to write them from user research, and what strong UX-focused stories look like. The post Understanding user stories in UX design: A practical guide appeared first on LogRocket Blog. ...
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How to implement JWT authentication in NestJS

This tutorial provides an overview of NestJS and demonstrates how to implement JWT user authentication on a NestJS API. The post How to implement JWT authentication in NestJS appeared first on LogRocket Blog. ...
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Authentication & Authorization — JWT & OAuth 2.0

One-liner: Authentication proves who you are; Authorization proves what you're allowed to do. JWT and OAuth 2.0 are the industry standards for doing both at scale.

🎫 JWT — JSON Web Token

A self-contained, signed token that carries claims about the user. No database lookup needed to verify.

...

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Agent 安全攻击面分析:风险图谱与防御实践

Agent 安全攻击面分析:风险图谱与防御实践

随着 LLM Agent 从实验室走向生产环境,其安全问题已经从"理论担忧"变成了"现实风险"。2026年,多起 Agent 系统被攻击或滥用的案例表明:Agent 的能力越强,攻击面越大。本文系统梳理当前 Agent 系统的核心攻击面,提供可操作的防御建议。

一、为什么 Agent 系统攻击面比普通 LLM 大得多?

传统 LLM 的交互模式是"输入 → 输出",攻击面相对集中(Prompt 注入、Jailbreak 等)。但 Agent 系统引入了几个新维度:

  • 多步推理与工具调用:Agent 需要调用外部工具(搜索、代码执行、API),...
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useEffect Fired Twice and It Found a Real Bug

useEffect fired twice, on mount, every single time, in development only. The API call inside it — a POST that created a resource — ran twice, and for about a day we had duplicate records showing up in a table that should have had exactly one insert per page load.

The first reaction, and why it was wrong

The instinct is to assume a bug — a rerender loop, ...

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Unsloth Desktop brings Local AI to the masses

Ever since I got involved with local LLMs I wanted to share the magic with my friends. The process before involved either Ollama or llama.cpp, which are great, but the setup was difficult and a barrier to entry for most people.

WHAT ARE THE BENEFITS OF LOCAL AI?

Local AI isn't as powerful as cloud-based solutions, but the gap is narrowing. With local AI there are no ...

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The AI reviewer found a real bug. Its suggested fix would have broken my app.

TL;DR — I put an AI code reviewer on a pull request written by an AI coding agent. On the default setting it found nothing. On the strict setting it found a real vulnerability. And the patch it offered would have quietly broken every negative number in the exported file.

I ship small browser tools written by Claude Code, and I am not a good enough reviewer to catch a...

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Stop changing your sprite sheet to fix animation speed

An eight-frame animation does not have a fixed duration. At 8 fps it lasts one second; at 12 fps it lasts two-thirds of a second; at 16 fps it lasts half a second. Before drawing or generating more frames, check whether the problem is missing poses or the time each pose stays on screen.

We maintain FrameSprite, a browser workspace for game assets. This is a timing and export note, not a...

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11 Best V0 Alternatives 2025: Real Reviews & Pricing

Why Look Beyond V0 by Vercel? V0 by Vercel is solid for generating React components, but what if you need more than just frontend UI? Look, V0 does one thing really well - it takes your text prompts and spits out clean React components with Tailwind CSS. Perfect if you're building in the Vercel ecosystem and just need UI pieces. But here's what V0 can't do(as of now): Build full applications wit...
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8 AI Developer Tools for Faster & Smarter Development 👨‍💻🚀

Artificial intelligence has been transforming the way software developers build applications by providing them with new ways to simplify repetitive tasks, increase their productivity, and create smarter programs. But the problem is that there are so many AI-powered tools coming out that deciding which ones to use and how to integrate them into your workflow might take a long time and be very frust...

The 5-Minute Kubernetes Cluster Health Check

TLDR You can check your Kubernetes cluster's health in under 5 minutes using five key commands: checking node status, monitoring resource usage, reviewing pod health across namespaces, investigating problem pods, and examining cluster events. This quick routine helps catch issues before they escalate into critical problems. Kubernetes is great until it's not. One bad node, a pod stuck in CrashLoop...
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Livewire 4: The Future of PHP Components

This week at Laracon Caleb Porzio announced Livewire 4, which comes with unified components, performance improvements, and many more awesome goodies 🤤 Unifying Livewire Caleb takes the stage to address one of the most pressing issues in the Livewire's ecosystem: fragmentation. With three different ways to create Livewire components (traditional, Volt functional, and Volt class-based), the communi...

Laracon 2025 Keynote

This year's Laracon keynote was absolutely insane! There were seven segments packed with open source goodies, AI-powered development tools, and infrastructure that'll make you rethink what modern web development can be. Here's everything that went down. 🎯 New Framework Features (Taylor Otwell) 🚀 Open Source Deep Dive (Joe Tannenbaum) 🤖 Laravel AI (Ashley Hindle) 🎨 Laravel Design (David Hill) ...

Laravel Wayfinder

Laravel has announced a new package called Wayfinder. This package will allow you to easily generate fully-typed, importable TypeScript functions for your controllers and named routes, providing devs with a seamless integration between a Laravel backend and a TypeScript frontend. Let's learn how to use Wayfinder with the Laravel React Starter Kit. First, create a new Laravel app using the followin...
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