🌟 obra/superpowers caught my eye on GitHub Trending today.
🔗 https://github.com/obra/superpowers
📝 An agentic skills framework & software development methodology that works.
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Superpowers is a software development methodology that transforms your coding agents into powerhouses. Its purpose is to make your agent use composable skills and initial instructions to ensure effective coding. The key features include brainstorming, test-driven development, systematic debugging, and collaboration tools.
To use Superpowers, you can install it via various platforms like Claude Code, Antigravity, Codex App, and more. The installation process differs depending on the harness you use.
From a technical standpoint, Superpowers uses a skills library that includes testing, debugging, collaboration, and meta skills. It also emphasizes test-driven development, systematic over ad-hoc approaches, complexity reduction, and evidence over claims.
The target audience for Superpowers includes coding agents, developers, and anyone looking to streamline their coding process.
In a nutshell, Superpowers is a game-changer for coding agents - with Superpowers, your agent doesn't just write code, it crafts solutions.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/obra/superpowers
📝 An agentic skills framework & software development methodology that works.
──────────────────────────────
Superpowers is a software development methodology that transforms your coding agents into powerhouses. Its purpose is to make your agent use composable skills and initial instructions to ensure effective coding. The key features include brainstorming, test-driven development, systematic debugging, and collaboration tools.
To use Superpowers, you can install it via various platforms like Claude Code, Antigravity, Codex App, and more. The installation process differs depending on the harness you use.
From a technical standpoint, Superpowers uses a skills library that includes testing, debugging, collaboration, and meta skills. It also emphasizes test-driven development, systematic over ad-hoc approaches, complexity reduction, and evidence over claims.
The target audience for Superpowers includes coding agents, developers, and anyone looking to streamline their coding process.
In a nutshell, Superpowers is a game-changer for coding agents - with Superpowers, your agent doesn't just write code, it crafts solutions.
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🧠 Channel: https://xn--r1a.website/GithubRe
💡 google-research/timesfm just hit the trending charts — here's why it matters.
🔗 https://github.com/google-research/timesfm
📝 TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
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Introducing TimesFM: a pretrained time-series foundation model developed by Google Research for time-series forecasting.
The model is pretrained and available for use, with a
To get started with TimesFM, you can install it via
Some of the key features of TimesFM include:
-
- Support for
-
Here's an example of how to use TimesFM:
TimesFM is suitable for data scientists, researchers, and developers working with time-series data.
One-liner takeaway: TimesFM makes time-series forecasting more accessible and scalable, and is a game-changer for anyone working with time-series data.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/google-research/timesfm
📝 TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
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Introducing TimesFM: a pretrained time-series foundation model developed by Google Research for time-series forecasting.
The model is pretrained and available for use, with a
paper detailing its development and capabilities. TimesFM has been integrated into various Google products, including BigQuery ML and Google Sheets, for easy access and scalability.To get started with TimesFM, you can install it via
PyPI using pip install timesfm[torch] or pip install timesfm[flax]. The model also supports XReg for covariate support.Some of the key features of TimesFM include:
-
ForecastConfig for customizing forecasting settings- Support for
continuous quantile forecast-
Flax version for faster inferenceHere's an example of how to use TimesFM:
import torch
import numpy as np
import timesfm
model = timesfm.TimesFM_2p5_200M_torch.from_pretrained("google/timesfm-2.5-200m-pytorch")
model.compile(timesfm.ForecastConfig(...))
point_forecast, quantile_forecast = model.forecast(...)
TimesFM is suitable for data scientists, researchers, and developers working with time-series data.
One-liner takeaway: TimesFM makes time-series forecasting more accessible and scalable, and is a game-changer for anyone working with time-series data.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔥 RocketChat/Rocket.Chat is trending — and it deserves your attention.
🔗 https://github.com/RocketChat/Rocket.Chat
📝 The Secure CommsOS™ for mission-critical operations
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Rocket.Chat is an open-source, secure communications platform for teams, developed in
Key features include deployment flexibility, customizable workspaces, and integration with external systems. Rocket.Chat supports various deployment methods, including
The platform is used by millions of users worldwide, including organizations like Deutsche Bahn and Credit Suisse. It has desktop and mobile apps for seamless communication.
Rocket.Chat is designed for teams, organizations, and developers looking for a secure and customizable communication solution.
With a strong focus on community involvement and open-source development, Rocket.Chat is a platform that's constantly evolving.
Rocket.Chat is the ultimate secure communication solution for teams - join the community and experience it for yourself!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/RocketChat/Rocket.Chat
📝 The Secure CommsOS™ for mission-critical operations
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Rocket.Chat is an open-source, secure communications platform for teams, developed in
TypeScript. It offers real-time conversations, file sharing, and audio/video conferencing. With end-to-end encryption and role-based access control, it ensures data protection. Key features include deployment flexibility, customizable workspaces, and integration with external systems. Rocket.Chat supports various deployment methods, including
Docker, Podman, and Kubernetes. The platform is used by millions of users worldwide, including organizations like Deutsche Bahn and Credit Suisse. It has desktop and mobile apps for seamless communication.
Rocket.Chat is designed for teams, organizations, and developers looking for a secure and customizable communication solution.
With a strong focus on community involvement and open-source development, Rocket.Chat is a platform that's constantly evolving.
Rocket.Chat is the ultimate secure communication solution for teams - join the community and experience it for yourself!
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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🎯 continuedev/continue landed on trending. Worth a proper look.
🔗 https://github.com/continuedev/continue
📝 open-source coding agent
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The Continue project is an open-source coding agent that's available as a CLI, VS Code extension, and JetBrains plugin. Although the repository is no longer actively maintained, it's still a valuable resource for developers.
To get started, you can check out the Continue Docs for configuration, customization, and usage information.
The final 2.0.0 release includes a polished version of the
The project is licensed under Apache 2.0 and has a community-driven codebase.
One-liner takeaway: Continue may be discontinued, but its open-source codebase remains a pioneering foundation for AI-powered coding tools.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/continuedev/continue
📝 open-source coding agent
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The Continue project is an open-source coding agent that's available as a CLI, VS Code extension, and JetBrains plugin. Although the repository is no longer actively maintained, it's still a valuable resource for developers.
To get started, you can check out the Continue Docs for configuration, customization, and usage information.
The final 2.0.0 release includes a polished version of the
VS Code extension, CLI, and JetBrains plugin, with features like removed anonymous telemetry and bug fixes.The project is licensed under Apache 2.0 and has a community-driven codebase.
One-liner takeaway: Continue may be discontinued, but its open-source codebase remains a pioneering foundation for AI-powered coding tools.
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🧠 Channel: https://xn--r1a.website/GithubRe
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Github Top Repositories
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💡 penpot/penpot just hit the trending charts — here's why it matters.
🔗 https://github.com/penpot/penpot
📝 Penpot: The open-source design tool for design and code collaboration
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Penpot is an open-source design platform for teams that build digital products at scale, giving them full ownership of their design infrastructure. It's built on open source, supports self-hosting, and works with open standards like SVG, CSS, HTML, and JSON.
Key features include real-time collaboration, design tokens for consistency, and a powerful open API for automation and integrations. The platform is designed for developers, with features like inspect mode and support for webhooks.
Penpot offers a full-stack design platform for building scalable design systems and integrated product development processes. It's perfect for teams that need security, flexibility, and ownership without vendor lock-in.
To get started, you can use Penpot in the cloud or deploy it on your own servers. The community is active, with many resources available, including tutorials, documentation, and a contributing guide.
Penpot is licensed under the
Takeaway: Penpot is the ultimate open-source design platform that puts teams in control of their design infrastructure, and that's a game-changer!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/penpot/penpot
📝 Penpot: The open-source design tool for design and code collaboration
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Penpot is an open-source design platform for teams that build digital products at scale, giving them full ownership of their design infrastructure. It's built on open source, supports self-hosting, and works with open standards like SVG, CSS, HTML, and JSON.
Key features include real-time collaboration, design tokens for consistency, and a powerful open API for automation and integrations. The platform is designed for developers, with features like inspect mode and support for webhooks.
Penpot offers a full-stack design platform for building scalable design systems and integrated product development processes. It's perfect for teams that need security, flexibility, and ownership without vendor lock-in.
To get started, you can use Penpot in the cloud or deploy it on your own servers. The community is active, with many resources available, including tutorials, documentation, and a contributing guide.
Penpot is licensed under the
Mozilla Public License, v. 2.0. Takeaway: Penpot is the ultimate open-source design platform that puts teams in control of their design infrastructure, and that's a game-changer!
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🧠 Channel: https://xn--r1a.website/GithubRe
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Github Top Repositories
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🚀 Meet krahets/hello-algo: a gem from today's GitHub trending list.
🔗 https://github.com/krahets/hello-algo
📝 《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語，提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现
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Hello Algo is an open-source, free, and beginner-friendly data structure and algorithm tutorial. Its purpose is to provide an easy-to-understand and smooth learning curve for newcomers. The key feature of this project is its use of
To get started, you can read it online or download the PDF or EPUB version. The project supports multiple programming languages, including Python, Java, C++, JavaScript, and many more.
From a technical standpoint, Hello Algo uses a variety of tools and technologies to create an engaging learning experience. The project is ideal for beginners, students, and anyone looking to improve their understanding of data structures and algorithms.
In terms of contributing to the project, there are several ways to get involved, including content correction, code translation, and translation review. The project is licensed under CC BY-NC-SA 4.0, which allows for non-commercial use, sharing, and adaptation.
Overall, Hello Algo is a valuable resource for anyone looking to learn data structures and algorithms in a fun and interactive way. So, what are you waiting for? Dive into the world of algorithms and start coding with Hello Algo today - and remember, learning to code is just a click away!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/krahets/hello-algo
📝 《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語，提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现
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Hello Algo is an open-source, free, and beginner-friendly data structure and algorithm tutorial. Its purpose is to provide an easy-to-understand and smooth learning curve for newcomers. The key feature of this project is its use of
animated illustrations and one-click runnable code to help readers learn by practicing and exploring the underlying implementation of data structures and algorithms.To get started, you can read it online or download the PDF or EPUB version. The project supports multiple programming languages, including Python, Java, C++, JavaScript, and many more.
From a technical standpoint, Hello Algo uses a variety of tools and technologies to create an engaging learning experience. The project is ideal for beginners, students, and anyone looking to improve their understanding of data structures and algorithms.
In terms of contributing to the project, there are several ways to get involved, including content correction, code translation, and translation review. The project is licensed under CC BY-NC-SA 4.0, which allows for non-commercial use, sharing, and adaptation.
Overall, Hello Algo is a valuable resource for anyone looking to learn data structures and algorithms in a fun and interactive way. So, what are you waiting for? Dive into the world of algorithms and start coding with Hello Algo today - and remember, learning to code is just a click away!
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🧠 Channel: https://xn--r1a.website/GithubRe
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Github Top Repositories
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🚀 Meet Universal-Debloater-Alliance/universal-android-debloater-next-generation: a gem from today's GitHub trending list.
🔗 https://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation
📝 Cross-platform GUI written in Rust using ADB to debloat non-rooted Android devices. Improve your privacy, the security and battery life of your device.
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The Universal Android Debloater Next Generation is a powerful tool designed to improve your Android device's privacy and efficiency by removing unnecessary system apps, thus reducing the attack surface and enhancing overall security.
This project is a fork of the original Universal Android Debloater and offers a range of key features, including a comprehensive list of apps to debloat, a user-friendly interface, and regular updates. To get started, users can refer to the wiki which provides a
From a technical standpoint, the project is built using the
The project is suitable for advanced Android users looking to optimize their devices, as well as developers interested in contributing to the project. The community is active, with a Discord guild and Matrix bridge available for real-time communication and support.
Other projects, such as Canta and AppManager, integrate with or depend on UAD-ng's data and tools, making it a valuable resource for the Android community.
In a nutshell, the Universal Android Debloater Next Generation is a game-changer for Android users seeking to reclaim control over their devices - debloat, declutter, and dominate your digital space.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation
📝 Cross-platform GUI written in Rust using ADB to debloat non-rooted Android devices. Improve your privacy, the security and battery life of your device.
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The Universal Android Debloater Next Generation is a powerful tool designed to improve your Android device's privacy and efficiency by removing unnecessary system apps, thus reducing the attack surface and enhancing overall security.
This project is a fork of the original Universal Android Debloater and offers a range of key features, including a comprehensive list of apps to debloat, a user-friendly interface, and regular updates. To get started, users can refer to the wiki which provides a
getting started guide, usage guide, and information on building from source.From a technical standpoint, the project is built using the
Iced GUI library and is designed to be privacy-focused, with no collection or transmission of user data. The only external connections are GET requests to GitHub for fetching the package list and checking for updates.The project is suitable for advanced Android users looking to optimize their devices, as well as developers interested in contributing to the project. The community is active, with a Discord guild and Matrix bridge available for real-time communication and support.
Other projects, such as Canta and AppManager, integrate with or depend on UAD-ng's data and tools, making it a valuable resource for the Android community.
In a nutshell, the Universal Android Debloater Next Generation is a game-changer for Android users seeking to reclaim control over their devices - debloat, declutter, and dominate your digital space.
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🧠 Channel: https://xn--r1a.website/GithubRe
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🚀 Meet mattpocock/skills: a gem from today's GitHub trending list.
🔗 https://github.com/mattpocock/skills
📝 Skills for Real Engineers. Straight from my .claude directory.
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The mattpocock/skills GitHub repository offers a collection of skills designed to improve the development process with coding agents. These skills are small, easy to adapt, and composable, allowing developers to work more efficiently. The repository includes a range of skills, such as
To get started, simply run the
The skills in this repository are designed to address common problems in software development, such as misalignment between the developer and the agent, verbosity, and poor code quality. By using these skills, developers can improve the design of their code and reduce software entropy.
In short, the mattpocock/skills repository provides a set of powerful tools to help developers work more efficiently and effectively with coding agents. Take control of your development process and try these skills out - your codebase will thank you!
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/mattpocock/skills
📝 Skills for Real Engineers. Straight from my .claude directory.
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The mattpocock/skills GitHub repository offers a collection of skills designed to improve the development process with coding agents. These skills are small, easy to adapt, and composable, allowing developers to work more efficiently. The repository includes a range of skills, such as
/grill-me and /grill-with-docs, that help align developers with the agent and ensure a shared understanding of the project. To get started, simply run the
skills.sh installer and follow the prompts to set up the skills. The skills are divided into categories, including engineering and productivity, and can be invoked by the user or the agent. The repository also includes a setup-matt-pocock-skills skill to configure the repository for the engineering skills.The skills in this repository are designed to address common problems in software development, such as misalignment between the developer and the agent, verbosity, and poor code quality. By using these skills, developers can improve the design of their code and reduce software entropy.
In short, the mattpocock/skills repository provides a set of powerful tools to help developers work more efficiently and effectively with coding agents. Take control of your development process and try these skills out - your codebase will thank you!
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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🎯 yairm210/Unciv landed on trending. Worth a proper look.
🔗 https://github.com/yairm210/Unciv
📝 Open-source Android/Desktop remake of Civ V
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Unciv is an open-source, moddable Android and Desktop remake of Civilization V, built with LibGDX. This project focuses on being small, fast, and free, making it accessible to a wide range of devices.
Key features include moddability, multi-platform support, and a strong community. To get started, you can install Unciv from various sources such as Google Play, F-Droid, itch.io, or build it from scratch.
The project has a clear roadmap, with current priorities on polishing the game, adding Gods & Kings mechanics, and improving AI. Programmers, translators, and modders are welcome to contribute to the project.
Unciv is not meant to be a replacement for the original Civilization V, but rather a free, open-source alternative that can run on lower-end devices.
One-liner takeaway: Unciv is the perfect choice for fans of Civilization V looking for a free, moddable, and accessible alternative that can run on almost any device.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/yairm210/Unciv
📝 Open-source Android/Desktop remake of Civ V
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Unciv is an open-source, moddable Android and Desktop remake of Civilization V, built with LibGDX. This project focuses on being small, fast, and free, making it accessible to a wide range of devices.
Key features include moddability, multi-platform support, and a strong community. To get started, you can install Unciv from various sources such as Google Play, F-Droid, itch.io, or build it from scratch.
The project has a clear roadmap, with current priorities on polishing the game, adding Gods & Kings mechanics, and improving AI. Programmers, translators, and modders are welcome to contribute to the project.
Unciv is not meant to be a replacement for the original Civilization V, but rather a free, open-source alternative that can run on lower-end devices.
One-liner takeaway: Unciv is the perfect choice for fans of Civilization V looking for a free, moddable, and accessible alternative that can run on almost any device.
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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🔍 Deep-diving into bytedance/UI-TARS-desktop — fresh off the trending list.
🔗 https://github.com/bytedance/UI-TARS-desktop
📝 The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
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The UI-TARS-desktop repository is part of the TARS project, a Multimodal AI Agent stack. It provides a desktop application for a native GUI Agent based on the UI-TARS model. The application offers local and remote computer operators, as well as browser operators.
The
The key features of Agent TARS include a one-click out-of-the-box CLI, hybrid browser agent, event stream, and MCP integration.
To use Agent TARS, you can launch it with
UI-TARS-desktop is ideal for developers and users looking to leverage the power of multimodal AI agents.
One-liner takeaway: Experience the future of AI interaction with TARS, where human-like task completion meets seamless integration with real-world tools.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/bytedance/UI-TARS-desktop
📝 The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
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The UI-TARS-desktop repository is part of the TARS project, a Multimodal AI Agent stack. It provides a desktop application for a native GUI Agent based on the UI-TARS model. The application offers local and remote computer operators, as well as browser operators.
The
Agent TARS is a general multimodal AI Agent stack that brings the power of GUI Agent and Vision into your terminal, computer, browser, and product. It ships with a CLI and Web UI for usage. The key features of Agent TARS include a one-click out-of-the-box CLI, hybrid browser agent, event stream, and MCP integration.
To use Agent TARS, you can launch it with
npx @agent-tars/cli@latest or install it globally with npm install @agent-tars/cli@latest -g. UI-TARS-desktop is ideal for developers and users looking to leverage the power of multimodal AI agents.
One-liner takeaway: Experience the future of AI interaction with TARS, where human-like task completion meets seamless integration with real-world tools.
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🧠 Channel: https://xn--r1a.website/GithubRe
Github Top Repositories
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🎯 nautechsystems/nautilus_trader landed on trending. Worth a proper look.
🔗 https://github.com/nautechsystems/nautilus_trader
📝 Production-grade Rust-native trading engine with deterministic event-driven architecture
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NautilusTrader is an open-source, production-grade trading engine built with Rust, providing a deterministic event-driven runtime for both research and live execution. It features a
Key features include fast and reliable execution, portable deployment on Linux, macOS, and Windows, and
NautilusTrader is suitable for professional traders, researchers, and institutions looking for a robust and flexible trading engine. With its
In short, NautilusTrader is the ultimate trading engine for those who demand speed, reliability, and flexibility - take your trading to the next level with NautilusTrader.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/nautechsystems/nautilus_trader
📝 Production-grade Rust-native trading engine with deterministic event-driven architecture
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NautilusTrader is an open-source, production-grade trading engine built with Rust, providing a deterministic event-driven runtime for both research and live execution. It features a
modular design with Python serving as the control plane for strategy logic, configuration, and orchestration. The engine is asset-class-agnostic and supports multiple venues and instruments, including crypto exchanges, traditional markets, and betting exchanges.Key features include fast and reliable execution, portable deployment on Linux, macOS, and Windows, and
customizable components for user-defined systems. The engine also supports backtesting with historical data and live execution with identical strategy implementations.NautilusTrader is suitable for professional traders, researchers, and institutions looking for a robust and flexible trading engine. With its
advanced features and modular design, it provides a solid foundation for building high-performance trading systems.In short, NautilusTrader is the ultimate trading engine for those who demand speed, reliability, and flexibility - take your trading to the next level with NautilusTrader.
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🧠 Channel: https://xn--r1a.website/GithubRe
🎯 chatwoot/chatwoot landed on trending. Worth a proper look.
🔗 https://github.com/chatwoot/chatwoot
📝 Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
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Chatwoot is an open-source customer support platform that's an alternative to Intercom, Zendesk, and Salesforce Service Cloud. It's designed to help businesses deliver exceptional customer support experiences. With Chatwoot, you get a self-hosted platform that provides full control over your customer data and powerful tools to manage conversations across channels.
Some of the key features include:
-
-
-
- Collaboration and productivity tools like private notes, labels, and canned responses
- Integrations with Slack, Dialogflow, Shopify, and more
The platform is highly customizable, with support for multiple languages, custom views, and filters. It also provides detailed reports and insights, including conversation, agent, and CSAT reports.
Chatwoot is ideal for businesses of all sizes, from small startups to large enterprises, looking for a flexible and scalable customer support solution. With its open-source nature, Chatwoot has a strong community of contributors and users who can provide support and guidance.
So why choose Chatwoot? It's simple: take control of your customer support experience with an open-source platform that's customizable, scalable, and community-driven.
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🧠 Channel: https://xn--r1a.website/GithubRe
🔗 https://github.com/chatwoot/chatwoot
📝 Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
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Chatwoot is an open-source customer support platform that's an alternative to Intercom, Zendesk, and Salesforce Service Cloud. It's designed to help businesses deliver exceptional customer support experiences. With Chatwoot, you get a self-hosted platform that provides full control over your customer data and powerful tools to manage conversations across channels.
Some of the key features include:
-
Captain, an AI agent that automates responses and reduces agent workload-
Omnichannel Support Desk to centralize customer conversations-
Help Center Portal to publish help articles and reduce repetitive queries- Collaboration and productivity tools like private notes, labels, and canned responses
- Integrations with Slack, Dialogflow, Shopify, and more
The platform is highly customizable, with support for multiple languages, custom views, and filters. It also provides detailed reports and insights, including conversation, agent, and CSAT reports.
Chatwoot is ideal for businesses of all sizes, from small startups to large enterprises, looking for a flexible and scalable customer support solution. With its open-source nature, Chatwoot has a strong community of contributors and users who can provide support and guidance.
So why choose Chatwoot? It's simple: take control of your customer support experience with an open-source platform that's customizable, scalable, and community-driven.
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🧠 Channel: https://xn--r1a.website/GithubRe