ContentPosts from @naren..
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@varbear shared a link, 3ย months, 4ย weeks 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 responsesโ€”classic denial-of-serviceโ€”just by crafting bloated Range headers. The trick? Custom file download handlers. They skip the u.. read more ย 

Nine HTTP Edge Cases Every API Developer Should Understand
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@varbear shared a link, 3ย months, 4ย weeks 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 ย 

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@varbear shared a link, 3ย months, 4ย weeks ago
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Supply Chain Risk in VSCode Extension Marketplaces

Wiz dug up 550+ leaked secrets buried in 500+ public VSCode extensionsโ€”including 130+ live access tokens forVSCode MarketplaceandOpenVSX. Thatโ€™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 ย 

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@varbear shared a link, 3ย months, 4ย weeks 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 interpreterโ€”no GILโ€”now hits up to3.1x fasterthan regular CPython in multi-threaded, CPU-heavy benchmarks. Thatโ€™s up from 2.2x in 3.13. Less shiny: theJIT interpreterstill can.. read more ย 

Python 3.14 Is Here. How Fast Is It?
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@varbear shared a link, 3ย months, 4ย weeks 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. Attackersโ€”likely state-backed, Russian or Chineseโ€”moved fast, hitting the zero-day RCE and spoofing bugs ju.. read more ย 

Foreign hackers breached a US nuclear weapons plant via SharePoint flaws
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@kala shared a link, 3ย months, 4ย weeks ago
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Sora 2 in Azure AI Foundry: Create videos with responsible AI

OpenAIโ€™sSora 2just dropped intopublic previewvia theAzure AI FoundryAPI. Itโ€™s a multimodal video model aimed at serious useโ€”enterprise safety, API-ready, built for scale. Azure didnโ€™t stop there. It bundled inGPT-image-1,Flux 1.1, andKontext Pro, pulling together a full-gen stack under one roof... read more ย 

Sora 2 in Azure AI Foundry: Create videos with responsible AI
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@kala shared a link, 3ย months, 4ย weeks ago
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How Microsoft Evaluates LLMs in Azure AI Foundry: A Practical, End-to-End Playbook

Microsoftโ€™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 evaluatorsโ€”all wired into one system. At the heart of it: the newAzure AI Evaluation SDK. You can run it locally whi.. read more ย 

How Microsoft Evaluates LLMs in Azure AI Foundry: A Practical, End-to-End Playbook
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@kala shared a link, 3ย months, 4ย weeks 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 sprintsโ€”spec to PRโ€”right inside.. read more ย 

Structured Vibe Coding: A Smarter Way to Build AI Agents with GitHub Copilot
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@kala shared a link, 3ย months, 4ย weeks ago
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OpenAI Needs $400 Billion In The Next 12 Months

OpenAI, Broadcom, NVIDIA, and AMD say theyโ€™ll deploy10GWof AI compute by end of 2026. That includes custom chips and slews of 1GW data centers. What they didnโ€™t say: where, when, or how. No sites named. No shovels in dirt. OpenAI alone aims for250GW by 2033โ€”a moonshot that needs$400Bin the next 12 m.. read more ย 

OpenAI Needs $400 Billion In The Next 12 Months
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@kala shared a link, 3ย months, 4ย weeks ago
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Claude Skills are awesome, maybe a bigger deal than MCP

Anthropic releasedClaude Skillsโ€”a lean way to snap specialized instructions and scripts into Claude without bloating the prompt. Each โ€œskillโ€ lives in a folder with Markdown and optional code. Frontmatter tags tell Claude when to load what. No need to cram everything into the context windowโ€”Claude g.. read more ย 

Claude Skills are awesome, maybe a bigger deal than MCP