🌟 geo-tp/ESP32-Bit-Pirate caught my eye on GitHub Trending today.

🔗 https://github.com/geo-tp/ESP32-Bit-Pirate
📝 A Hardware Hacking Tool with Web-Based CLI That Speaks Every Protocol
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The ESP32 Bus Pirate is an open-source firmware that transforms your device into a multi-protocol hacker's tool. It supports various digital protocols like I2C, UART, 1-Wire, SPI, and radio protocols like Bluetooth, Wi-Fi, Sub-GHz, and RFID. With an interactive command-line interface via USB serial or Wi-Fi web, you can sniff, send, script, and interact with devices.

The firmware features protocol sniffers, baudrate auto-detection, and scripting using Python. It also includes tools for EEPROM dump, device identification, and register manipulation.

To get started, simply flash the firmware using the web flasher, connect via serial or web, and use commands like mode, help, and scan. The Wiki provides detailed documentation on every mode and command.

This firmware is ideal for developers, hackers, and makers who want to explore and interact with various devices and protocols.

In short, the ESP32 Bus Pirate is a powerful tool that helps you unlock the secrets of device communication - so, what are you waiting for, start hacking!

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🧠 Channel: https://t.iss.one/GithubRe

🚀 Meet deepfakes/faceswap: a gem from today's GitHub trending list.

🔗 https://github.com/deepfakes/faceswap
📝 Deepfakes Software For All
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FaceSwap is a deep learning tool that swaps faces in pictures and videos. It's designed for ethical uses such as social commentary, movies, and experimentation. The project has multiple entry points: extract faces from photos, train a model, and convert sources with the model. A GUI is also available.

The tool requires a modern GPU with CUDA support for best performance. It's written in Python and can run on multiple operating systems.

For those interested in contributing, there are various ways to get involved, from discussing generative models to forking the repo and playing with the code.

FaceSwap is not for creating or for illicit purposes. The developers support education and experience in AI and will take a zero tolerance approach to any unethical use.

The takeaway: FaceSwap is a powerful tool that can be used for good, and with great power comes great responsibility - use it wisely!

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🧠 Channel: https://t.iss.one/GithubRe

💡 1jehuang/jcode just hit the trending charts — here's why it matters.

🔗 https://github.com/1jehuang/jcode
📝 The most RAM efficient harness
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The jcode project on GitHub is an open-source harness designed to be highly efficient in terms of RAM usage and performance. Its key features include a unique memory system that allows for automatic recall of relevant information, explicit memory tools for active search and storage, and session search capabilities. The project boasts impressive performance metrics, with significantly lower RAM usage and faster time to first frame and input compared to other tools like pi, Codex CLI, and GitHub Copilot CLI.

To get started with jcode, users can install it using a simple command on macOS & Linux or Windows 11 with PowerShell. The project is well-documented, with a website, docs, benchmarks, and a contributing guide available.

The target audience for jcode appears to be developers and users looking for a highly efficient and intelligent harness for their workflows.

Here's an example installation command:

curl -fsSL https://jcode.sh/install | bash

In summary, jcode is all about revolutionizing efficiency in harness technology - experience the power of jcode for yourself and discover a whole new world of productivity!

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🧠 Channel: https://t.iss.one/GithubRe

🔍 Deep-diving into microsoft/AI-For-Beginners — fresh off the trending list.

🔗 https://github.com/microsoft/AI-For-Beginners
📝 12 Weeks, 24 Lessons, AI for All!
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The AI For Beginners curriculum on GitHub is a 12-week, 24-lesson course designed to introduce you to the world of Artificial Intelligence (AI). This beginner-friendly curriculum covers tools like TensorFlow and PyTorch, as well as ethics in AI. It includes practical lessons, quizzes, and labs, and is available in multiple languages. You'll learn about different approaches to AI, including Neural Networks and Deep Learning, and explore Neural Architectures for working with images and text. The curriculum is suitable for anyone interested in AI, and is a great starting point for your AI journey. Join the community and start learning today - with AI For Beginners, you'll be building your own AI models in no time!

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🧠 Channel: https://t.iss.one/GithubRe

📌 Spotted on GitHub Trending: paperswithbacktest/awesome-systematic-trading — let's break it down.

🔗 https://github.com/paperswithbacktest/awesome-systematic-trading
📝 A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
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The Awsome Systematic Trading GitHub repository is a comprehensive collection of resources for quantitative traders. It includes 97 libraries and packages for research and live trading, 40+ strategies described by institutionals and academics, 55 books for beginners and professionals, 23 videos and interviews, as well as blogs and courses.

The repository covers a wide range of topics, including backtesting and live trading, trading bots, analytics, broker APIs, data sources, and machine learning. It also provides a list of libraries and packages implementing trading bots, backtesters, indicators, pricers, and more, categorized by programming language and ordered by popularity.

Whether you're a beginner or an experienced trader, this repository has something for everyone. So, get started with quantitative trading and explore the world of systematic trading - code your way to trading success!

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🧠 Channel: https://t.iss.one/GithubRe

📌 Spotted on GitHub Trending: usekaneo/kaneo — let's break it down.

🔗 https://github.com/usekaneo/kaneo
📝 🎯 All you need. Nothing you don't. Open source project management that works for you, not against you.
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Kaneo is a minimalist project management platform that strips away unnecessary features to help teams focus on building great products. With a clean interface, self-hosted option, and fast performance, Kaneo aims to be an invisible tool that amplifies your team's natural workflow.

To get started, you can use the drim CLI tool for a one-click deployment or set up Kaneo with Docker Compose. The platform is open source with a permissive MIT license and has a comprehensive documentation to guide you through the process.

Kaneo is perfect for teams looking for a simple and efficient project management solution. Whether you're a developer, a project manager, or a team lead, Kaneo's flexible and customizable nature makes it an ideal choice.

With Kaneo, you can host it yourself, configure it to your needs, and integrate it with your existing tools. The platform has a growing community of users and contributors, and you can join the conversation on Discord or GitHub.

In short, Kaneo is a breath of fresh air in the world of project management tools - give it a try and see the difference for yourself: Kaneo helps you build great products, not just manage tasks.

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🧠 Channel: https://t.iss.one/GithubRe

📌 Spotted on GitHub Trending: zhaoxuya520/reverse-skill — let's break it down.

🔗 https://github.com/zhaoxuya520/reverse-skill
📝 Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端
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The reverse-skill GitHub repository is a cybersecurity skills router designed to navigate the complexities of reverse engineering, penetration testing, and security analysis. It provides a comprehensive framework for AI agents and security professionals to tackle various tasks, from APK and binary analysis to CTF challenges and pentesting.

Key features include a MASTER-ROUTING system, which directs tasks to the appropriate methodology, and a tool-index.md file that tracks local tool status. The repository also includes a range of scripts, such as master-route.ps1 and case-init.ps1, to streamline workflows.

To get started, users need to clone the repository and refresh the tool index using platform-specific commands. The repository layout is organized into several directories, including skills/, docs/, and kali/, each containing relevant tools, documentation, and configuration files.

Technical highlights of the project include its use of Python, Node.js, and Powershell for scripting, as well as integration with popular tools like IDA Pro, radare2, and Ghidra. The project is primarily licensed under the MIT License, with some submodule and third-party dependencies licensed under GNU GPLv3 or AGPL-3.0.

The reverse-skill repository is designed for AI agents, cybersecurity professionals, and anyone interested in reverse engineering and security analysis. With its comprehensive framework and extensive toolset, it provides a valuable resource for navigating the complex world of cybersecurity.

In short, reverse-skill is the ultimate cybersecurity sidekick - route your way to security mastery.

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🧠 Channel: https://t.iss.one/GithubRe