Build / Deploy Agent Workflows.

Launch agentic workflows with an open source, user-friendly environment for devs and agents.

Sim is an open-source AI agent workflow builder. Sim Studio's interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools.

• Sim @ GitHub.

Multi-services Honeypot Solution with AI support and dynamic HTTP template.

Trapster Community is a low-interaction honeypot designed to be deployed on internal networks or to capture credentials. It is built to monitor and detect suspicious activities, providing a deceptive layer to network security.

Trapster Community Edition is a powerful open-source honeypot solution designed to enhance your network security. By acting as a decoy system within your infrastructure, Trapster helps detect and track potential threats, providing valuable insights into attacker behavior and network security posture.

• Trapster Community @ GitHub.

• Infinitely nest pages/canvases

• Search across everything

• Deep link to shapes or pages

• Import and export your work

• About Nestable.

Mailing list style code reviews for github.

prr is a tool that brings mailing list style code reviews to Github PRs. This means offline reviews and inline comments, more or less.

• Pull request review (prr) @ GitHub.

Related contents:

• Code Review Can Be Better @ TigerBeetle.

Distributed code review system for Git repos.

By "distributed", we mean that code reviews are stored inside of the repository as git objects. Every developer on your team has their own copy of the review history that they can push or pull. When pulling, updates from the remote repo are automatically merged by the tool.

This design removes the need for any sort of server-side setup. As a result, this tool can work with any git hosting provider, and the only setup required is installing the client on your workstation.

Related contents:

• Code Review Can Be Better @ TigerBeetle.

fresh directories for every vibe.

Your experiments deserve a home. 🏠

For everyone who constantly creates new projects for little experiments,
a one-file Ruby script to quickly manage and navigate to keep them somewhat organized

Ever find yourself with 50 directories named test, test2, new-test, actually-working-test, scattered across your filesystem? Or worse, just coding in /tmp and losing everything?

try is here for your beautifully chaotic mind.

A simple, open format for guiding coding agents,
used by over 20k open-source projects.

Think of AGENTS.md as a README for agents: a dedicated, predictable place to provide the context and instructions to help AI coding agents work on your project.

• AGENTS.md @ GitHub.

The Elegant Desktop Companion for Claude Code.

A powerful GUI app and Toolkit for Claude Code - Create custom agents, manage interactive Claude Code sessions, run secure background agents, and more.

• Claudia @ GitHub.

(WIP) Zed fork focused on privacy and being local-first

This is Zedless, a fork of Zed that's designed to be privacy-friendly and local-first.

High-performance React Server Components framework powered by a Rust runtime, delivering 4x faster performance than Next.js with zero-config setup and universal NPM support.

• Rari @ GitHub.

Related contents:

• How I Built a Full-Stack React Framework 4x Faster Than Next.js With 4x More Throughput @ ryan skinner.

AI and inverse problems for a revolution in digital photography.

Related contents:

• S5E21 - On a reçu le génie français qui révolutionne la vision artificielle
  @ Underscore_ :fr:.

Your Ultimate Virtual Assistant.

Experience the future of AI assistance with advanced customization, flexible model support, and seamless integration. Newelle brings you the power of AI with unmatched flexibility and control.

• Newelle @ GitHub.

Related contents:

• Un agent IA débarque sur Linux ? @ Choses à Savoir TECH :fr:.

PHP 7.1 ready Smart and Simple Documentation for your PHP project.

ApiGen is easy to use and modern API doc generator supporting all PHP 8.3 features.

• ApiGen @ GitHub.

React SDK for Timeline-Based Video Editing.

AI-powered video editor SDK built with React. Features canvas timeline, drag-and-drop editing, AI captions, and serverless MP4 export. Perfect for building custom video apps.

• Twick @ GitHub.

Towards Natural‑Language Programming for GitHub Action.

Write agentic workflows in natural language markdown, and run them in GitHub Actions.

• Agentic Workflows @ GitHub.

High Performance, Resource Efficient OpenTelemetry Collection.

Rotel provides an efficient, high-performance solution for collecting, processing, and exporting telemetry data. Rotel is ideal for resource-constrained environments and applications where minimizing overhead is critical.

• Rotel @ GitHub.

Open-source collection of UI components and animated effects built with React, Typescript, Tailwind CSS, and Motion. Pairs beautifully with shadcn/ui.

• ReUI @ GitHub.

A Database for Your Mind.

One shared context across all your apps. Your transcripts inform your notes. Your notes guide your AI. Everything connects through a single folder of plain text and SQLite.

Epicenter is an ecosystem of open-source, local-first apps. Our eventual goal is to store all of your data—notes, transcripts, chat histories—in a single folder of plain text and SQLite. Every tool we build shares this memory. It's open, tweakable, and yours. Grep it, open it in Obsidian, host it wherever you like. The choice is yours.

• Epicenter @ GitHub.

All-in-One Observability Platform.

Coroot is an open-source APM & Observability tool, a DataDog and NewRelic alternative. Metrics, logs, traces, continuous profiling, and SLO-based alerting, supercharged with predefined dashboards and inspections.

• Coroot @ GitHub.

Tool for complex approach to domain OSINT.

DPULSE is a software solution for conducting OSINT research in relation to a certain domain.

Secure document sharing and tracking by #1 DocSend Alternative.

Papermark is the open-source DocSend alternative with built-in analytics and custom domains.

• Papermark @ GitHub.

Hajimari is a beautiful & customizable browser startpage/dashboard with Kubernetes application discovery.

• Hajimari @ GitHub.

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

A free and open source tunneling tool.

Tunnelmole is a simple tool to give your locally running HTTP(s) servers a public URL.

• Tunnelmole service @ GitHub.
• Tunnelmole client @ GitHub.

Related contents:

• How to Expose Localhost to the Internet: A Developer's Guide @ Robbie Cahill's dev.to.

Whispering is an open-source speech-to-text application. Press a keyboard shortcut, speak, and your words will transcribe, transform, then copy and paste at the cursor.

The Easiest Way to Build Desktop Agents.
Bytebot is a turn-key container for developers building desktop agents.

Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, operating within a containerized Linux desktop environment.

• Bytebot @ GitHub.

A reference manual for people who design and build software.

Redis/Valkey Compatible Distributed Transactional Key-Value Store.

EloqKV is a high-performance distributed database with a Redis/ValKey compatible API. It offers features like ACID transactions, full elasticity and scalability, tiered storage, and session-style transaction syntax — all while preserving Redis' simplicity and usability. EloqKV is engineered for developers who need a modern no-compromise database solution to power the next generation of demanding applications in the AI era.

Everyone knows what an email address is, right?

Decide if each email address is valid or not. I used the email-addresses library to verify against the relevant RFCs. Enjoy.

The Markdown Editor That's a Textarea.

A lightweight markdown editor library with perfect WYSIWYG alignment using an invisible textarea overlay technique. Includes optional toolbar. ~45KB minified with all features.

• OverType @ GitHub.

The Kubernetes and Cloud Native Manager - an extensible developer platform.

A self-service engineering platform, Meshery, is the open source, cloud native manager that enables the design and management of all Kubernetes-based infrastructure and applications (multi-cloud). Among other features, As an extensible platform, Meshery offers visual and collaborative GitOps, freeing you from the chains of YAML while managing Kubernetes multi-cluster deployments.

• https://github.com/meshery/meshery.

RamaLama strives to make working with AI simple, straightforward, and familiar by using OCI containers.

RamaLama is an open-source developer tool that simplifies the local serving of AI models from any source and facilitates their use for inference in production, all through the familiar language of containers.

• RamaLama @ GitHub.

Related contents:

• Episode 616: From Boston to bootc @ Linux Unplugged.

System tray in your terminal.
A system tray implementation for terminal user interfaces (TUI) using ratatui and system-tray.

tray-tui brings system tray functionality to the terminal, displaying tray menus as interactive trees. This allows for seamless navigation of tray menu items and quick actions, all within a TUI environment.

Related contents:

• programs.tray-tui @ Home Manager.

Sheldon is a fast, configurable, command-line tool to manage your shell plugins.

• Sheldon @ GitHub.

Related contents:

• programs.sheldon @ Home Manager.

Command-line OAuth2 authentication daemon.

pizauth is a simple program for requesting, showing, and refreshing OAuth2 access tokens. pizauth is formed of two components: a persistent server which interacts with the user to request tokens, and refreshes them as necessary; and a command-line interface which can be used by programs such as fdm, neomutt, or msmtp to authenticate with OAuth2.

• pizauth @ GitHub.

Related contents:

• services.pizauth @ Home Manager.

A fast, customizable application launcher built with GTK4 and Rust, designed for Linux desktop environments. Walker provides a clean, modern interface for launching applications, running commands, performing calculations, and more.

Related contents:

• Setup WALKER, the Application Launcher. A Step-by-Step Guide from Installation, Theming to Scripting @ My Linux For Work.
• services.walker @ Home Manager.

Manage your startup apps and scripts on Freedesktop Linux distros.

Ignition is a minimal app for editing autostart entries on Freedesktop-compliant Linux distributions.

• Ignition @ Flathub.

Related contents:

• Episode 611: Distro Double Trouble @ Linux Unplugged.

A desktop application that allows you to record audio from specific applications on Linux. Built with Deno, Svelte, and WebView.

• Record Apps @ Flathub.

Related contents:

• Episode 611: Distro Double Trouble @ Linux Unplugged.

It's your Operating System.

An innovative platform for hardware, clouds, and containers, built with love by you.
100% Free & Open Source.

Related contents:

• Episode 611: Distro Double Trouble @ Linux Unplugged.

🔥 Feature-rich interactive Jira command line.

JiraCLI is an interactive command line tool for Atlassian Jira that will help you avoid Jira UI to some extent. This tool may not be able to do everything, but it has all the essential features required to improve your day-to-day workflow with Jira.

Related contents:

• Episode 616: From Boston to bootc @ Linux Unplugged.

Everywhere enterprise IT is headed, Red Hat® Enterprise Linux® is there. From the public cloud to the edge, it evolves to bring flexibility and reliability to new frontiers.

Related content:

• Episode 616: From Boston to bootc @ Linux Unplugged.

a Kubernetes-native high-performance distributed LLM inference framework.

llm-d is a Kubernetes-native distributed inference serving stack, providing well-lit paths for anyone to serve large generative AI models at scale, with the fastest time-to-value and competitive performance per dollar for most models across most hardware accelerators.

• llm-d @ GitHub.

Related contents:

• Episode 616: From Boston to bootc @ Linux Unplugged.

Internet search engine for text-oriented websites. Indexing the small, old and weird web.

The aim of the project is to develop new and alternative discovery methods for the Internet. It's an experimental workshop as much as it is a public service, the overarching goal is to elevate the more human, non-commercial sides of the Internet.

• Marginalia Search @ GitHub.

Related contents:

• Faster Index I/O with NVMe SSDs @ Marginalia.

💫 Industrial-strength Natural Language Processing (NLP) in Python.

spaCy is a library for advanced Natural Language Processing in Python and Cython. It's built on the very latest research, and was designed from day one to be used in real products.

spaCy comes with pretrained pipelines and currently supports tokenization and training for 70+ languages. It features state-of-the-art speed and neural network models for tagging, parsing, named entity recognition, text classification and more, multi-task learning with pretrained transformers like BERT, as well as a production-ready training system and easy model packaging, deployment and workflow management. spaCy is commercial open-source software, released under the MIT license.

• spaCy @ GitHub.

Related contents:

• Embedding Millions of Text Documents With Qwen3 @ daft.

search every byte.

serverless vector and full-text search built from first principles on object storage: fast, 10x cheaper, and extremely scalable.

Related contents:

• Embedding Millions of Text Documents With Qwen3 @ daft.

The Qwen3 Embedding model series is the latest proprietary model of the Qwen family, specifically designed for text embedding and ranking tasks. Building upon the dense foundational models of the Qwen3 series, it provides a comprehensive range of text embeddings and reranking models in various sizes (0.6B, 4B, and 8B). This series inherits the exceptional multilingual capabilities, long-text understanding, and reasoning skills of its foundational model. The Qwen3 Embedding series represents significant advancements in multiple text embedding and ranking tasks, including text retrieval, code retrieval, text classification, text clustering, and bitext mining.

Related contents:

• Embedding Millions of Text Documents With Qwen3 @ daft.

Interactive Code Explorer.

Select a concurrency pattern from the sidebar to explore Go's powerful concurrency primitives with live code execution and event exploration.

Linux GPU Configuration And Monitoring Tool.

This application allows you to control your AMD, Nvidia or Intel GPU on a Linux system.

WebAssembly SQLite with support for browser storage extensions.

This is a WebAssembly build of SQLite with support for writing SQLite virtual filesystems completely in Javascript. This allows alternative browser storage options such as IndexedDB and Origin Private File System. Applications can opt to use either a synchronous or asynchronous (using Asyncify or JSPI) SQLite library build (an asynchronous build is required for asynchronous extensions).

Related contents:

• Lessons learned from building a sync-engine and reactivity system with SQLite @ Antoine's blog.

Dragonfly is an open source P2P-based file distribution and image acceleration system. It is hosted by the Cloud Native Computing Foundation (CNCF) as an Incubating Level Project.

• Dragonfly @ GitHub.

Related contents:

• Dragonfly v2.3.0 has been released @ CNCF.