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Stacked pull requests are now in public preview

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🔥 Read this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Stacked pull requests break large changes into small, reviewable pull requests. They’re an ordered series of pull requests that each represent focused layers of your change. With stacks, you can independently review and check each pull request, then merge everything together in one click. No more opening a single large pull request that takes forever to review, or splitting work across multiple branches you have to keep manually rebasing. “We’ve been using GitHub stacked PRs for Next.js for the past few months. It has helped…

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Read This Before You Buy That TV Streaming Stick – Krebs on Security

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✨ Explore this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Security experts have been sounding the alarm for years about the risks of using generic TV boxes that promise unlimited content streaming for a one-time fee, warning that they secretly rent the user’s Internet connection out to strangers. But a groundbreaking new analysis finds these devices also routinely spoof themselves as mobile phones clicking ads on AI-generated websites as part of a sprawling operation that seeks to defraud online merchants and advertising networks. Pedro Falé is a threat researcher with the security firm Bitsight. Falé…

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How we’re making Chrome and the web safer in the AI Era

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✨ Explore this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Our long-term vision is a browser that is always up-to-date – continuously and dynamically patched, and automatically restarted during opportune periods of minimal disruption. While we’re working on this, you can keep your Chrome up to date by clicking on the update message in the top right corner.For enterprise customers looking to keep Chrome up to date, we recommend that IT admins:Apply the RelaunchNotification policy which prompts users to restart Chrome to apply a pending update, escalating from a gentle reminder to a forced restart…

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Value Objects (Preview) by MrSimms · Pull Request #31120 · openjdk/jdk · GitHub

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💥 Explore this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: @MrSimms This change now passes all automated pre-integration checks. ℹ️ This project also has non-automated pre-integration requirements. Please see the file CONTRIBUTING.md for details. After integration, the commit message for the final commit will be: 8389219: Implement JEP 401: Value Objects (Preview) 8389220: Implement JEP 539: Strict Field Initialization in the JVM (Preview) Co-authored-by: David Simms Co-authored-by: Dan Smith Co-authored-by: Frederic Parain Co-authored-by: Tobias Hartmann Co-authored-by: Roger Riggs Co-authored-by: Vicente Romero Co-authored-by: Axel Boldt-Christmas Co-authored-by: Karen Kinnear Co-authored-by: Alex Menkov Co-authored-by: Bill Huang Co-authored-by: Benoît…

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mokshablr/gander: Take a gander at any file. Offline, zero-permission Android viewer for PDF, Word, Excel, PowerPoint, photos, video, audio, Markdown and code. · GitHub

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✨ Read this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Take a gander at any file. A tiny, open source, fully offline file viewer for Android that opens PDF, Word, Excel, PowerPoint, photos, videos, audio, Markdown, text and code in one app, with zero permissions, no ads, no tracking and no internet access at all. Every phone ships with a dozen half-viewers that bounce your documents to cloud services. Gander is the opposite: one small APK (about 15 MB) that renders everything on the device. It cannot phone home because it does not even hold…

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Change Log | DeepSeek API Docs

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💥 Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Date: 2026-07-31​ DeepSeek-V4-Flash Update​ The official release of the DeepSeek-V4-Flash API is now in public beta. Significantly enhanced agent capabilities, with benchmark results far exceeding V4-Pro-Preview: Terminal Bench 2.1: 82.7 NL2Repo: 54.2 Cybergym: 76.7 DeepSWE: 54.4 Toolathlon verified: 70.3 Agent Last Exam: 25.2 Automation Bench (Public): 25.1 DSBench-FullStack: 68.7 DSBench-Hard: 59.6 Note 1: For the Code Agent tasks in the public benchmark sets, the official DeepSeek-V4-Flash was tested using the DeepSeek Harness minimal mode (to be released soon) as the framework, with the max effort…

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The Session You Cannot Take With You

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💥 Discover this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: The original promise of an inference API was wonderfully simple: send some input, receive some output. If you kept both, you had the conversation. You could inspect it, archive it, replay it, or give it to a different model. That abstraction was never completely true. Prompt caches live on somebody else's GPUs, tokenization differs between models, and sampling is not reproducible (and quite intentionally so). But the semantic record of a session in the form of a transcript could still belong to the user. A…

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CodePen 2.0 – Chris Coyier

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✨ Read this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Noting perhaps my largest personal career accomplishment, which is launching CodePen 2.0. Far more work, believe it or not, than the entire creation of the original CodePen. This isn’t the place to describe every detail of what we did and why we did it. If you’re interested, perhaps our Why 2.0? podcast or the What’s New? page. Instead, a couple of stories from the first week of launch. I was working on a demo with someone I’ve never met before. It started on their (classic)…

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What a Distilled Model Inherits From Its Teacher

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🔥 Check out this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: [gpt-oss-20b-finance weights on Hugging Face] [Try the playground] [LineageEval] [Explore the data on GitHub] ‍ +45.45 DeepSeek V4 Flash censorship gap on China-sensitive prompts vs matched controls · 76 pairs · four judges 83.61% CTGT GPT-OSS-120B on FinanceReasoning at 8k budget · above Kimi K3 at 81.93% and Inkling at 65.13% 62× Lower cost per query than Inkling at the same budget · 160× lower than Kimi K3 ‍ The affordability and accessibility of open frontier models has led to their widespread usage among…

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The Religion of Speed – The Gospel According to Graybeard

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💥 Discover this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: 29 May, 2026 At some point, “moving fast” stopped being a practical concern and became a moral position. You see it damn near everywhere now. How fast can we ship this? How fast can we respond? How fast can we hire? How fast can we scale? How fast can we pivot? How fast can we get something, anything, in front of people so we can say we’re making progress? It’s treated like proof of seriousness. If you’re moving fast, you’re ambitious. If you’re cautious, you’re…

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