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## What I Built I built FetchAI , an intelligent, cyberpunk-styled dark mode web application that acts as a quantum dog breed scanner and an AI story generator. When a user uploads a portrait of their dog, the application connects directly to the Google AI matrix using the latest Gemini API ( gemini-2.0-flash ). It instantly extracts the exact breed classification, creates a behavioral profile, provides care metrics, and writes a beautiful, unique 3-sentence short story featuring the dog ...

AI companion and AI girlfriend apps are a useful stress test for a problem that affects many stateful AI products: the claims users care about are easy to market and surprisingly hard to verify. "Long-term memory" can mean remembering a name ten messages later, retaining a fact across sessions, or keeping dozens of facts straight after the conversation has accumulated noise. "Consistent characters" can mean tone, biography, appearance, or all three. A single successful image says almost nothi...

MCP Just Got a Native App Platform — Its Default CSP Blocks Everything MCP Apps is the first official extension folded directly into the Model Context Protocol's stable core spec: a tool can now declare an interactive HTML UI — a ui:// resource — that a host renders in a sandboxed iframe instead of just dumping text back to the model. Think a dashboard, a form, a live chart, embedded right in the conversation. It's a genuinely useful capability, and it's also brand new enough that almost n...

This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry . Project Overview I've been working on Styx OS — a custom x86-64 microkernel I'm building completely from scratch. It handles everything from the bootloader up through a capability-based userspace. The whole philosophy behind Styx OS is that you shouldn't even trust your own hardware. So, it packs in features like FIDO2 pre-boot auth, TPM 2.0 attestation, and AES-256-XTS encrypted storage. ...

Originally published at carlosortet.com . Republished here with canonical. It matters more than ever, and it is more urgent than ever, to be able to prove that a model has read and used our content. There is an opportunity window to mark your content and this is before a model uses it. On 10 July I published an article here about the idea of hiding an impossible date inside a text so you could prove, later, that an AI had trained on it. Thirty two days later, on 11 August 2026, Anthropi...

GitHub Actions Basics for DevOps Introduction GitHub Actions is a powerful CI/CD platform that integrates seamlessly with GitHub repositories. It allows you to automate your software delivery pipeline, from testing and building to deploying and monitoring your applications. This article will provide a comprehensive overview of GitHub Actions, focusing on its basics, common failure modes, and trade-offs, along with a practical example. What Are GitHub Actions? Git...

The security industry still tends to describe scam infrastructure through the most visible artefact: the malicious website. That framing is convenient because websites are easy to scan, classify, block and remove. It is also operationally incomplete. A modern scam operation is better understood as a distributed service chain composed of acquisition channels, impersonation assets, communication mechanisms, payment pathways, supporting identities, redirectors, applications, phone numbers, soc...

Silent failures Your daily report stopped arriving two days ago. Nobody noticed, because a message that does not arrive looks exactly like a quiet day. A reader told me my fix was only a promise Count the scheduled jobs in your repository that end by sending something. A report, a digest, a backup confirmation, an alert. Now say, without opening anything, which of them actually sent something yesterday. Most teams cannot answer that, and the cost stays at zero until the one d...

APIMart: Discounted AI API Aggregator for GPT-5, Sora 2 💎 Anthony Max Anthony Max Anth...

Hey DEV community! 👋 I wanted to share a quick project I built using AI-assisted development (Vibe Coding): a lightweight, real-time Online Word Counter Tool . As an SEO specialist, I often need quick text analysis (word count, reading time, character limits). Instead of using bloated third-party sites, I decided to build one using pure JS/PHP with AI guidance. 💡 Key Features Built: Real-time word, character, sentence, and paragraph counting. Estimated reading & sp...

https://www.youtube.com/watch?v=KzdYKeAqWhY 题目：《Lean 创始人访谈全记录：当形式化验证遇上 AI，手写数学与软件验证将如何被重塑》 第（一）部分 开场与核心命题：从“测试只能证明有 bug”到“证明可确保无 bug” （0% - 8%） Dijkstra 名言引出形式化验证的根本价值：主持人以 Dijkstra 的名言“程序测试可用于揭示 bug 的存在，但永远无法证明 bug 的不存在”开场，指出 Lean 与形式化证明的意义恰恰在于“证明 bug 不可能发生”。 Lean 的基础定位：Lean 既是一门编程语言（可以写代码），也是一个证明系统（可以对代码写性质并用机器可检查的证明来验证）。它提供绝对正确的保证，并拥有多个独立的检查器。 Lean 应被视为平台：用户可以在 Lean 上写代码、写关于代码的性质命题、并给出证明；本期节目将围绕它如何工作、以及它如何改变数学和软件验证的未来展开，并提出“手写数学是否会终结”这一核心疑问。 第（二）部分 Lean 是什么：编程语言与证明助手的一体两面...

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This stuff has impacted my work and the well-being of my family in a positive way. It is easy to take these tools for granted due to the fear surrounding them and the sheer volume of activity in the space. It's hard to keep up and it's a wild ride. I appreciate that I get to have a high-level, well-versed thinking partner in my pocket 24/7 who builds things for me, to my spec, for $500-600/mo USD. Learning these new probabilistic systems is a fun and challenging endeavor. AI tools have enabled m...

Article URL: https://www.wsj.com/tech/ai/ai-math-riemann-hypothesis-anthropic-openai-22f98a87 Comments URL: https://news.ycombinator.com/item?id=49306928 Points: 2 # Comments: 0

Article URL: https://app.dealroom.co/news/note/dynatrace-to-buy-ai-observability-startup-arize-for-915m Comments URL: https://news.ycombinator.com/item?id=49307465 Points: 1 # Comments: 1

Article URL: https://www.theatlantic.com/ideas/2026/06/ai-open-ai-anthropic/687689/ Comments URL: https://news.ycombinator.com/item?id=49307507 Points: 13 # Comments: 7

No answers so deleting. Comments URL: https://news.ycombinator.com/item?id=49307553 Points: 1 # Comments: 0

Article URL: https://www.phoronix.com/news/Comma.ai-PCIe-Gen4-USB4-Dock Comments URL: https://news.ycombinator.com/item?id=49307562 Points: 3 # Comments: 0