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Salesforce CEO Marc Benioff: This isn’t our first SaaSpocalypse

Salesforce reported a solid year-end earnings and then pulled out all the stops to ward off more talk of the death of its business to AI.
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Gushwork bets on AI search for customer leads — and early results are emerging

Gushwork has raised $9 million in a seed round led by SIG and Lightspeed. The startup has seen early customer traction from AI search tools like ChatGPT.
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Anthropic acquires computer-use AI startup Vercept after Meta poached one of its founders

Seattle-based Vercept developed complex agentic tools, including a computer-use agent that could complete tasks inside applications like a person with a laptop would.
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Nvidia has another record quarter amid record capex spends

"The demand for tokens in the world has gone completely exponential," Nvidia CEO Jensen Huang said about the company's earnings.
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The White House wants AI companies to cover rate hikes. Most have already said they would.

Many hyperscalers have already made public commitments to cover electricity cost increases.
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US cybersecurity agency CISA reportedly in dire shape amid Trump cuts and layoffs

Under the first year of the Trump administration, the U.S. cyber agency CISA has faced cuts, layoffs, and furloughs, as bipartisan lawmakers and cybersecurity industry sources say the agency is unprepared to handle a crisis....
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2FA UX patterns: Designing setup flows for SMS, authenticator apps, and biometrics

Two-factor authentication should be secure, but it shouldn’t frustrate users. This guide explores standard 2FA user flow patterns for SMS, TOTP, and biometrics, along with edge cases, recovery strategies, and UX best practices. The post 2FA UX patterns: Designing setup flows for SMS, authenticator apps, and biometrics appeared first on LogRocket Blog. ...
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6 React Server Component performance pitfalls in Next.js

React Server Components and the Next.js App Router enable streaming and smaller client bundles, but only when used correctly. This article explores six common mistakes that block streaming, bloat hydration, and create stale UI in production. The post 6 React Server Component performance pitfalls in Next.js appeared first on LogRocket Blog. ...
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Making sense of web rendering patterns (SSR, CSR, static, islands)

Gil Fink (SparXis CEO) joins PodRocket to break down today’s most common web rendering patterns: SSR, CSR, static rednering, and islands/resumability. The post Making sense of web rendering patterns (SSR, CSR, static, islands) appeared first on LogRocket Blog. ...
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LaunchPod: Smarter AI Models Won’t Fix Your Deployment

Maryam Ashoori, VP of Product and Engineering at IBM’s Watsonx platform, talks about the messy reality of enterprise AI deployment. The post LaunchPod: Smarter AI Models Won’t Fix Your Deployment appeared first on LogRocket Blog. ...
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How to design 2FA: Comparing methods, user flows, and recovery strategies

2FA has evolved far beyond simple SMS codes. This guide explores authentication methods, UX flows, recovery strategies, and how to design secure, frictionless two-factor systems. The post How to design 2FA: Comparing methods, user flows, and recovery strategies appeared first on LogRocket Blog. ...
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CSS @container scroll-state: Replace JS scroll listeners now

CSS @container scroll-state lets you build sticky headers, snapping carousels, and scroll indicators without JavaScript. Here’s how to replace scroll listeners with clean, declarative state queries. The post CSS @container scroll-state: Replace JS scroll listeners now appeared first on LogRocket Blog. ...
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ChatGPT에 \"잘 물어보기\"는 아마추어다

“프롬프트 엔지니어링”이라고 하면 대부분 “AI한테 잘 질문하는 법”을 떠올린다.

틀렸다.

그건 채팅 유저의 관점이다.

API로 서비스를 만드는 개발자에게 프롬프팅은 모델의 행동을 프로그래밍하는 것이다.

사주 앱이랑 부동산 분석 서비스를 사이드 프로젝트로 만들면서 공부한 기법을 정리한다.

Zero-shot, Few-shot, Chain-of-Thought

이 세 가지는 “모델에게 일을 시키는 방식”의 단계다.

Zero-shot은 예시 없이 바로 시키는 거다.

“이 리뷰 감정 분류해: 배달 늦었어요” 같은 거.

모델이 이미 아는 태스크면 이걸로 충분하...

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\"Ask ChatGPT nicely\" is amateur hour

When people hear “prompt engineering,” they think “how to ask AI better questions.”

Wrong lens.

That’s the chatbot user’s perspective.

When you’re building a service on top of an API, prompting is programming the model’s behavior.

I’m working on a Korean fortune-telling app and a real estate analysis platform as side projects.

Both will run on LLM APIs....

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Claude vs GPT vs Gemini — 칵테일해서 쓰는 법

“어떤 모델이 제일 좋아요?”

이 질문 자체가 아마추어다.

정답은 “태스크마다 다르다”이고, 프로는 섞어 쓴다.

사주 앱이랑 부동산 분석 서비스를 사이드 프로젝트로 만들면서 Claude, GPT, Gemini를 전부 써보고 있다.

왜 하나로 안 되는지, 어떻게 섞어야 하는지 정리한다.

세 모델의 성격은 완전히 다르다

벤치마크 점수로는 안 보이는 게 있다.

써봐야 느끼는 성격 차이다.

Claude는 지시를 가장 정확히 따른다.

JSON 스키마를 강제하면 잘 안 깨진다.

XML 태그와 궁합이 좋다.

대신 거절이 좀 잦다....

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Claude vs GPT vs Gemini — how to cocktail them like a pro

“Which model is the best?”

The question itself is amateur.

The answer is always “depends on the task.”

Pros mix.

I’m building a Korean fortune-telling app (saju — four-pillar astrology) and a real estate analysis service as side projects.

I’ve been testing Claude, GPT, and Gemini across both.

Here’s why one model doesn’t cut it and how to mix them...

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LLM API 비용을 70% 줄이는 프로의 스킬 트리

AI 사이드 프로젝트를 시작하면서 가장 먼저 든 생각이 “이거 비용 구조가 어떻게 되는 거지?”였다.

나는 사주 앱이랑 부동산 분석 서비스를 만들어보고 있는 개발자다. 둘 다 LLM API를 쓸 계획인데, 서비스를 설계하기 전에 비용 구조를 먼저 이해하고 싶었다.

그래서 파봤다.

프로와 아마추어의 차이는 프롬프트를 잘 쓰느냐가 아니다.

비용 구조를 설계하느냐다.

토큰 경제학부터 이해하자

모든 것의 기본이다.

LLM API는 토큰 단위로 과금된다. 한국어 기준 1토큰은 대략 1~2글자. 영어는 0.75단어쯤 된다.

여기서 가장 중요한 건 이거다.

Ou...

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The Skill Tree That Can Cut Your LLM API Bill by 70%

The first thing I thought when starting an AI side project was “how does the cost structure even work?”

I’m a developer building a Korean fortune-telling app (saju — four-pillar astrology) and a real estate analysis service as side projects.

Both will use LLM APIs.

Before writing a single line of service code, I wanted to understand the cost structure.

So I dug i...

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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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