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@devopslinks shared an update, 2 months, 1 week ago
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AWS Outage: A Single Cloud Region Shouldn’t Take Down the World. But It Did.

Amazon Web Services

A major AWS outage disrupted high-profile services like Amazon, Snapchat, and Disney+, affecting over 70 AWS services and causing widespread operational issues.

Downdetector
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@varbear shared a link, 2 months, 1 week ago
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GitHub MCP Registry: The fastest way to discover AI tools

GitHub rolled out theMCP Registry—a hub for findingModel Context Protocol (MCP) serverswithout hunting through scattered corners of the internet. No more siloed lists or mystery URLs. It's all in one place now. The goal? Cleaner access to AI agent tools, plus a path towardself-publishing, thanks to .. read more  

GitHub MCP Registry: The fastest way to discover AI tools
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@varbear shared a link, 2 months, 1 week ago
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Nine HTTP Edge Cases Every API Developer Should Understand

Last February, CVE-2024-26141 punched a nasty hole inRack's Range header parsing. All versions since 1.3.0 are exposed. The bug let attackers blow up memory usage and responses—classic denial-of-service—just by crafting bloated Range headers. The trick? Custom file download handlers. They skip the u.. read more  

Nine HTTP Edge Cases Every API Developer Should Understand
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@varbear shared a link, 2 months, 1 week ago
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A stateful browser agent using self-healing DOM maps

A stateful browser agent using self-healing DOM maps is now available. Users describe tasks, Agent4 performs them, creates reusable workflows from interactions, and executes instantly on subsequent requests. Under the hood, it checks for known maps in a vector DB, patches them if needed, and self-he.. read more  

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@varbear shared a link, 2 months, 1 week ago
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Supply Chain Risk in VSCode Extension Marketplaces

Wiz dug up 550+ leaked secrets buried in 500+ public VSCode extensions—including 130+ live access tokens forVSCode MarketplaceandOpenVSX. That’s a wide-open door to supply chain attacks through auto-updates. Microsoft reacted fast: dumped the breached tokens, rolled outpre-publish secret scanning, a.. read more  

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@varbear shared a link, 2 months, 1 week ago
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Foreign hackers breached a US nuclear weapons plant via SharePoint flaws

UnpatchedSharePoint flaws(CVE-2025-53770, CVE-2025-49704) cracked open theKansas City National Security Campusin July. IT systems tied to 80% of U.S. non-nuclear weapons parts got compromised. Attackers—likely state-backed, Russian or Chinese—moved fast, hitting the zero-day RCE and spoofing bugs ju.. read more  

Foreign hackers breached a US nuclear weapons plant via SharePoint flaws
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@varbear shared a link, 2 months, 1 week ago
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Python 3.14 Is Here. How Fast Is It?

Python 3.14 lands with a ~27% speed jump over 3.13, keeping the post-3.11 momentum alive. The big news: the newfree-threading interpreter—no GIL—now hits up to3.1x fasterthan regular CPython in multi-threaded, CPU-heavy benchmarks. That’s up from 2.2x in 3.13. Less shiny: theJIT interpreterstill can.. read more  

Python 3.14 Is Here. How Fast Is It?
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@kala shared a link, 2 months, 1 week ago
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Sora 2 in Azure AI Foundry: Create videos with responsible AI

OpenAI’sSora 2just dropped intopublic previewvia theAzure AI FoundryAPI. It’s a multimodal video model aimed at serious use—enterprise safety, API-ready, built for scale. Azure didn’t stop there. It bundled inGPT-image-1,Flux 1.1, andKontext Pro, pulling together a full-gen stack under one roof... read more  

Sora 2 in Azure AI Foundry: Create videos with responsible AI
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@kala shared a link, 2 months, 1 week ago
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How Microsoft Evaluates LLMs in Azure AI Foundry: A Practical, End-to-End Playbook

Microsoft’s Azure AI Foundry just released a proper workflow for putting LLMs through their paces. Thinkoffline/online tests,human-in-the-loop checks,automated scoring, and evencustom evaluators—all wired into one system. At the heart of it: the newAzure AI Evaluation SDK. You can run it locally whi.. read more  

How Microsoft Evaluates LLMs in Azure AI Foundry: A Practical, End-to-End Playbook
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@kala shared a link, 2 months, 1 week ago
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Structured Vibe Coding: A Smarter Way to Build AI Agents with GitHub Copilot

A fresh approach calledstructured vibe codingblends human-style team habits with AI workflows. Specs, GitHub Issues, and Copilot now pull agents into the loop like actual teammates. Powered byGitHub Copilot Coding AgentsandAzure AI Foundry, devs can run full AI-driven sprints—spec to PR—right inside.. read more  

Structured Vibe Coding: A Smarter Way to Build AI Agents with GitHub Copilot
aPurple is a premier startup app development company, offering mobile app, SaaS, MVP, software, and web development services that transform innovative AI startup ideas into market-ready solutions that drive success.

Our dedicated team of 200+ developers excels in various industrial categories, including taxi, logistics, food delivery, beauty services, errand services, e-commerce, grocery services, liquor delivery, telemedicine, and entertainment solutions. At aPurple, we leverage cutting-edge technology and a deep understanding of startup challenges to deliver products that meet and exceed expectations. We pride ourselves on being a one-stop solution for all your app development needs, offering comprehensive services from design and development to custom-built applications.

As the world’s first agency focused solely on Startups and Entrepreneurs, we serve clients in India and the USA, Canada, Saudi Arabia, Australia, Hong Kong, and beyond, ensuring that startups worldwide have access to our innovative solutions and expertise.

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We understand the unique challenges faced by startups and are committed to helping them succeed. Our commitment to excellence is reflected in our track record of successful projects and satisfied clients.

We have a proven history of delivering high-quality solutions on time and within budget, ensuring that our clients can focus on their core business while we handle the technical aspects.

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