๐ Spotted on GitHub Trending: apernet/hysteria โ let's break it down.
๐ https://github.com/apernet/hysteria
๐ Hysteria is a powerful, lightning fast and censorship resistant proxy.
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Meet Hysteria, a powerful and lightning-fast proxy that's resistant to censorship. Its key features include a wide range of modes like SOCKS5, HTTP Proxy, and TCP/UDP Forwarding, making it a jack of all trades. It's also incredibly fast, thanks to a customized
Hysteria is cross-platform, with builds for every major platform and architecture, and is easy to integrate into your infrastructure. The project has a chill and supportive community, with well-documented specifications and code for developers to contribute and build their own apps.
Whether you're a developer looking for a reliable proxy solution or just someone who wants to bypass censorship, Hysteria is definitely worth checking out. So why not give it a try and see how it can help you - Hysteria: proxying just got a whole lot faster and freer.
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๐ง Channel: https://t.iss.one/GithubRe
๐ https://github.com/apernet/hysteria
๐ Hysteria is a powerful, lightning fast and censorship resistant proxy.
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Meet Hysteria, a powerful and lightning-fast proxy that's resistant to censorship. Its key features include a wide range of modes like SOCKS5, HTTP Proxy, and TCP/UDP Forwarding, making it a jack of all trades. It's also incredibly fast, thanks to a customized
QUIC protocol, and can masquerade as standard HTTP/3 traffic to evade detection. Hysteria is cross-platform, with builds for every major platform and architecture, and is easy to integrate into your infrastructure. The project has a chill and supportive community, with well-documented specifications and code for developers to contribute and build their own apps.
Whether you're a developer looking for a reliable proxy solution or just someone who wants to bypass censorship, Hysteria is definitely worth checking out. So why not give it a try and see how it can help you - Hysteria: proxying just got a whole lot faster and freer.
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๐ง Channel: https://t.iss.one/GithubRe
๐ฅ mattpocock/skills is trending โ and it deserves your attention.
๐ https://github.com/mattpocock/skills
๐ Skills for Real Engineers. Straight from my .claude directory.
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The mattpocock/skills GitHub repository is a collection of skills designed to help engineers work more efficiently with coding agents. The skills are small, easy to adapt, and composable, making them suitable for use with any model. They are based on decades of engineering experience and are designed to be used daily.
The skills can be quickly set up using the
The skills are categorized into engineering, productivity, and misc tools. Engineering skills include
The skills are designed to address common failure modes in software development, such as misalignment, verbosity, and code that doesn't work. They promote a shared language, feedback loops, and disciplined diagnosis. With these skills, engineers can ship better apps and enjoy a more efficient development process.
In short, mattpocock/skills is a game-changer for engineers working with coding agents - it's like having a superpower in your coding toolkit!
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๐ง Channel: https://t.iss.one/GithubRe
๐ https://github.com/mattpocock/skills
๐ Skills for Real Engineers. Straight from my .claude directory.
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The mattpocock/skills GitHub repository is a collection of skills designed to help engineers work more efficiently with coding agents. The skills are small, easy to adapt, and composable, making them suitable for use with any model. They are based on decades of engineering experience and are designed to be used daily.
The skills can be quickly set up using the
npx skills@latest add mattpocock/skills command, followed by selecting the desired skills and running the /setup-matt-pocock-skills command in your agent. This will guide you through setting up the necessary configuration, such as choosing an issue tracker and defining labels for triage.The skills are categorized into engineering, productivity, and misc tools. Engineering skills include
diagnose, grill-with-docs, and tdd, which help with debugging, grilling sessions, and test-driven development. Productivity skills like grill-me and handoff help with communication and workflow.The skills are designed to address common failure modes in software development, such as misalignment, verbosity, and code that doesn't work. They promote a shared language, feedback loops, and disciplined diagnosis. With these skills, engineers can ship better apps and enjoy a more efficient development process.
In short, mattpocock/skills is a game-changer for engineers working with coding agents - it's like having a superpower in your coding toolkit!
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๐ง Channel: https://t.iss.one/GithubRe
Github Top Repositories
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๐ Deep-diving into anonfaded/FadCam โ fresh off the trending list.
๐ https://github.com/anonfaded/FadCam
๐ Open-source, ad-free Android multimedia recorder with background video recording, screen recording, live streaming, and remote camera control
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FadCam is a privacy-focused Android multimedia suite that offers various features like background video recording, dashcam, screen recording with annotations, live streaming over local networks, and remote camera control. The app is designed for ethical use only, with examples including personal security, content creation, remote monitoring, and research and documentation.
The app has gained popularity and has been featured on several platforms, including YouTube videos and articles. You can download FadCam from various sources, including GitHub, F-Droid, and the Amazon appstore.
From a technical perspective, FadCam is an open-source application, and its development is part of the FadSec Lab suite. The app is designed to be ad-free, ensuring a seamless user experience.
The target audience for FadCam includes individuals looking for a privacy-focused multimedia suite for their Android devices. Whether you're a content creator, a researcher, or someone who wants to use the app for personal security, FadCam has something to offer.
In short, FadCam is the ultimate privacy-focused Android app for all your multimedia needs - and it's completely free!
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๐ง Channel: https://t.iss.one/GithubRe
๐ https://github.com/anonfaded/FadCam
๐ Open-source, ad-free Android multimedia recorder with background video recording, screen recording, live streaming, and remote camera control
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FadCam is a privacy-focused Android multimedia suite that offers various features like background video recording, dashcam, screen recording with annotations, live streaming over local networks, and remote camera control. The app is designed for ethical use only, with examples including personal security, content creation, remote monitoring, and research and documentation.
The app has gained popularity and has been featured on several platforms, including YouTube videos and articles. You can download FadCam from various sources, including GitHub, F-Droid, and the Amazon appstore.
From a technical perspective, FadCam is an open-source application, and its development is part of the FadSec Lab suite. The app is designed to be ad-free, ensuring a seamless user experience.
The target audience for FadCam includes individuals looking for a privacy-focused multimedia suite for their Android devices. Whether you're a content creator, a researcher, or someone who wants to use the app for personal security, FadCam has something to offer.
Checkout the FadCam GitHub repository for more information on how to use and contribute to the project.In short, FadCam is the ultimate privacy-focused Android app for all your multimedia needs - and it's completely free!
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๐ง Channel: https://t.iss.one/GithubRe
๐ก millionco/react-doctor just hit the trending charts โ here's why it matters.
๐ https://github.com/millionco/react-doctor
๐ Your agent writes bad React. This catches it
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The react-doctor GitHub repository is a diagnostic tool designed to help developers identify and fix issues in their React applications. Its primary purpose is to simplify the debugging process by providing a simple and straightforward way to diagnose common problems.
The key features of react-doctor include its ability to detect a wide range of issues, from incorrect prop types to potential memory leaks. Usage is relatively straightforward, with users able to integrate the tool into their existing workflows with minimal setup.
From a technical standpoint, react-doctor is built using a combination of React and other popular JavaScript libraries. The codebase is well-organized and easy to navigate, making it a great resource for developers looking to learn more about debugging and diagnostics.
react-doctor is ideal for anyone working with React, from seasoned veterans to newcomers to the framework. Whether you're trying to track down a tricky bug or simply looking to improve your overall development workflow, react-doctor is definitely worth checking out.
You can use
The takeaway: Debug your React apps like a pro with react-doctor!
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๐ง Channel: https://t.iss.one/GithubRe
๐ https://github.com/millionco/react-doctor
๐ Your agent writes bad React. This catches it
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The react-doctor GitHub repository is a diagnostic tool designed to help developers identify and fix issues in their React applications. Its primary purpose is to simplify the debugging process by providing a simple and straightforward way to diagnose common problems.
The key features of react-doctor include its ability to detect a wide range of issues, from incorrect prop types to potential memory leaks. Usage is relatively straightforward, with users able to integrate the tool into their existing workflows with minimal setup.
From a technical standpoint, react-doctor is built using a combination of React and other popular JavaScript libraries. The codebase is well-organized and easy to navigate, making it a great resource for developers looking to learn more about debugging and diagnostics.
react-doctor is ideal for anyone working with React, from seasoned veterans to newcomers to the framework. Whether you're trying to track down a tricky bug or simply looking to improve your overall development workflow, react-doctor is definitely worth checking out.
You can use
react-doctor to diagnose your React application by following the setup instructions in the repository. The takeaway: Debug your React apps like a pro with react-doctor!
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๐ง Channel: https://t.iss.one/GithubRe
โค1
๐ Meet rasbt/LLMs-from-scratch: a gem from today's GitHub trending list.
๐ https://github.com/rasbt/LLMs-from-scratch
๐ Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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The rasbt/LLMs-from-scratch GitHub repository provides a comprehensive guide to building a large language model (LLM) from scratch. The repository is the official code companion to the book Build a Large Language Model (From Scratch). It covers the development, pretraining, and finetuning of a GPT-like LLM, with a focus on hands-on implementation using PyTorch.
The repository includes
The target audience is developers and researchers interested in LLMs, with a strong foundation in Python programming. The repository is designed to be accessible, with code that can run on conventional laptops.
In summary, the rasbt/LLMs-from-scratch repository offers a unique opportunity to learn about LLMs by building one from scratch - and that's a powerful way to learn.
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๐ง Channel: https://t.iss.one/GithubRe
๐ https://github.com/rasbt/LLMs-from-scratch
๐ Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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The rasbt/LLMs-from-scratch GitHub repository provides a comprehensive guide to building a large language model (LLM) from scratch. The repository is the official code companion to the book Build a Large Language Model (From Scratch). It covers the development, pretraining, and finetuning of a GPT-like LLM, with a focus on hands-on implementation using PyTorch.
The repository includes
code notebooks for each chapter, covering topics such as text data processing, attention mechanisms, and model finetuning. It also provides a troubleshooting guide and a setup guide for installing Python and required packages. The target audience is developers and researchers interested in LLMs, with a strong foundation in Python programming. The repository is designed to be accessible, with code that can run on conventional laptops.
In summary, the rasbt/LLMs-from-scratch repository offers a unique opportunity to learn about LLMs by building one from scratch - and that's a powerful way to learn.
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๐ง Channel: https://t.iss.one/GithubRe
โค1
Github Top Repositories
Photo
๐ datawhalechina/hello-agents caught my eye on GitHub Trending today.
๐ https://github.com/datawhalechina/hello-agents
๐ ๐ ใไป้ถๅผๅงๆๅปบๆบ่ฝไฝใโโไป้ถๅผๅง็ๆบ่ฝไฝๅ็ไธๅฎ่ทตๆ็จ
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Hello-Agents ๆฏไธไธชๅผๆบ้กน็ฎ๏ผๆจๅจไปๅบ็ก็่ฎบๅฐๅฎ้ ๅบ็จ๏ผๅ จ้ขๆๆกๆบ่ฝไฝ็ณป็ป็่ฎพ่ฎกไธๅฎ็ฐใ่ฏฅ้กน็ฎๅ ๅซไบๅคง้จๅ๏ผๅ ๆฌๆบ่ฝไฝไธ่ฏญ่จๆจกๅๅบ็กใๆๅปบๅคง่ฏญ่จๆจกๅๆบ่ฝไฝใ้ซ็บง็ฅ่ฏๆฉๅฑใ็ปผๅๆกไพ่ฟ้ถๅๆฏไธ่ฎพ่ฎกๅๆชๆฅๅฑๆใ้่ฟ่ฟไธช้กน็ฎ๏ผ่ฏป่ ๅฏไปฅ็ณป็ปๆงๅฐๅญฆไน ๆบ่ฝไฝ็ๆฆๅฟตใๅๅฒใ็ปๅ ธ่ๅผใๅบ็จๅๆๅปบ๏ผไป่ๆไธบไธๅๆบ่ฝไฝ็ณป็ป็ๆๅปบ่ ใ
ไธป่ฆ็น็น๏ผ
- ๅผๆบๅ ่ดน
- ็่ฎบไธๅฎ่ทตๅนถ้
- ้ๅ AI ๅผๅ่ ใ่ฝฏไปถๅทฅ็จๅธใๅจๆ กๅญฆ็ๅ่ชๅญฆ่
- ๅ ๅซ้ ๅฅไปฃ็ ๅ่ง้ข่ฏพ็จ
- ๆฅๅ Bug
- ๆๅบๅปบ่ฎฎ
- ๅฎๅๅ ๅฎน
- ๅไบซๅฎ่ทต
่ด่ฐข๏ผ
- ๆ ธๅฟ่ดก็ฎ่
- Extra-Chapter ่ดก็ฎ่
- ็นๅซๆ่ฐข
ๅฆๆ่ฟไธช้กน็ฎๅฏนไฝ ๆๅธฎๅฉ๏ผ่ฏท็ปๆไปฌไธไธช Star๏ผ
ๆป็ป: Hello-Agents ๆฏไธไธชๅธฎๅฉไฝ ไป้ถๅผๅงๆๅปบๆบ่ฝไฝ็ณป็ป็้กน็ฎ๏ผๅ ๅ ฅๆไปฌ๏ผไธ่ตทๆข็ดขๆบ่ฝไฝ็ๅฅๅฆไธ็๏ผ
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๐ง Channel: https://t.iss.one/GithubRe
๐ https://github.com/datawhalechina/hello-agents
๐ ๐ ใไป้ถๅผๅงๆๅปบๆบ่ฝไฝใโโไป้ถๅผๅง็ๆบ่ฝไฝๅ็ไธๅฎ่ทตๆ็จ
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Hello-Agents ๆฏไธไธชๅผๆบ้กน็ฎ๏ผๆจๅจไปๅบ็ก็่ฎบๅฐๅฎ้ ๅบ็จ๏ผๅ จ้ขๆๆกๆบ่ฝไฝ็ณป็ป็่ฎพ่ฎกไธๅฎ็ฐใ่ฏฅ้กน็ฎๅ ๅซไบๅคง้จๅ๏ผๅ ๆฌๆบ่ฝไฝไธ่ฏญ่จๆจกๅๅบ็กใๆๅปบๅคง่ฏญ่จๆจกๅๆบ่ฝไฝใ้ซ็บง็ฅ่ฏๆฉๅฑใ็ปผๅๆกไพ่ฟ้ถๅๆฏไธ่ฎพ่ฎกๅๆชๆฅๅฑๆใ้่ฟ่ฟไธช้กน็ฎ๏ผ่ฏป่ ๅฏไปฅ็ณป็ปๆงๅฐๅญฆไน ๆบ่ฝไฝ็ๆฆๅฟตใๅๅฒใ็ปๅ ธ่ๅผใๅบ็จๅๆๅปบ๏ผไป่ๆไธบไธๅๆบ่ฝไฝ็ณป็ป็ๆๅปบ่ ใ
ไธป่ฆ็น็น๏ผ
- ๅผๆบๅ ่ดน
- ็่ฎบไธๅฎ่ทตๅนถ้
- ้ๅ AI ๅผๅ่ ใ่ฝฏไปถๅทฅ็จๅธใๅจๆ กๅญฆ็ๅ่ชๅญฆ่
- ๅ ๅซ้ ๅฅไปฃ็ ๅ่ง้ข่ฏพ็จ
่ดก็ฎ๏ผ- ๆฅๅ Bug
- ๆๅบๅปบ่ฎฎ
- ๅฎๅๅ ๅฎน
- ๅไบซๅฎ่ทต
่ด่ฐข๏ผ
- ๆ ธๅฟ่ดก็ฎ่
- Extra-Chapter ่ดก็ฎ่
- ็นๅซๆ่ฐข
ๅฆๆ่ฟไธช้กน็ฎๅฏนไฝ ๆๅธฎๅฉ๏ผ่ฏท็ปๆไปฌไธไธช Star๏ผ
print("Hello-Agents: Your journey to mastering intelligent agents starts here!")ๆป็ป: Hello-Agents ๆฏไธไธชๅธฎๅฉไฝ ไป้ถๅผๅงๆๅปบๆบ่ฝไฝ็ณป็ป็้กน็ฎ๏ผๅ ๅ ฅๆไปฌ๏ผไธ่ตทๆข็ดขๆบ่ฝไฝ็ๅฅๅฆไธ็๏ผ
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๐ง Channel: https://t.iss.one/GithubRe