LMCache an LLM serving engine extension to reduce TTFT and increase throughput, especially under long-context scenarios
SOFTWARE
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XML in Production: Stability Through Traditional Data Format
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Not true at all. We use XML for almost everything in prod because it keeps things super stable.
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Code Review and Implementation Fix Strategy
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So true!
Let me look at your implementation of GiantClass
[read 100 lines]
Perfect! I see the core issue now. Let me now take the next 3 minutes to re-write the entire file from scratch with this totally not hallucinated fix… -
Training Environments for Small ML Models: Notebooks vs Scripts
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For folks training/fine-tuning small-ish models, what’s your environment of choice? Do you use notebooks or scripts?
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2MB Chess App Shows Efficient Software Design Innovation
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Very interesting. Love that it’s 2MB – I tried to download a chess app yesterday and it was 400MB.
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Microsoft Edge Adds Copilot Agent Mode
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BREAKING 🚨: Microsoft release Copilot Mode on Edge, turning it into an Agentic browser. Copilot will have access to the browser history and open tabs.
— 🚨 AI News | TestingCatalog (@testingcatalog) 28 juillet 2025
Actions coming soon 👀 https://t.co/Xsj23oVHak pic.twitter.com/qFCIUsZfNBBREAKING : Microsoft release Copilot Mode on Edge, turning it into an Agentic browser. Copilot will have access to the browser history and open tabs. Actions coming soon
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Web future becomes calmer, more focused and helpful
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The future of the web is calmer, more focused, and more genuinely helpful. Today, we're bringing it closer than ever. As an early tester, the #1 thing I noticed was how much easier it was to focus or get into flow state. All the little moments of less friction really add up.
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Copilot Voice Navigation and Task Automation Features
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Voice navigation built in. You can just tell Copilot out loud to find something on a page, open new tabs, search for something. Voice control for handling reservations, buying gifts, and other delegating is coming next!
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Microsoft Edge Copilot Mode: AI Browser with Voice Control
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Today is a big step towards an AI browser: Copilot Mode in Edge, built for how your brain actually works. Voice control, no digital clutter, and multi-tab context, all grounded in privacy and security. Try it at
http://
aka.ms/copilot-mode + feel the difference of