rust Tools

PI-Desktop is a local-first AI coding agent that runs on your desktop. It provides a structured, inspectable environment for developers to work with AI assistants, built on a modular architecture of Electron, Rust, and SQLite. It's designed for developers who want a powerful, extensible, and understandable AI coding workspace that respects boundaries and contracts.

Atlas is a native macOS editor built to manage the work around coding—research, planning, and knowledge—alongside the AI agent threads that turn them into commits. It solves the problem of fragmented workflows by providing a unified planning surface where teams of humans and multiple AI agents can collaborate efficiently. It's for developers and engineering teams who use AI coding assistants like Claude, Codex, and Gemini and want to coordinate their work in a single, local-first application.

AI Engineering from Scratch is a comprehensive, open-source curriculum that provides the missing spine for AI education. It solves the problem of scattered, framework-first learning by having you implement every core algorithm—from backprop to transformers—using only math and code, before any libraries are introduced. It's designed for engineers and students who want deep, foundational understanding and the ability to build, debug, and ship AI systems with confidence.

Vaultwarden is an unofficial, open-source implementation of the Bitwarden server API written in Rust. It provides a secure, self-hosted alternative to the official Bitwarden server, solving the need for data privacy and control by allowing individuals and organizations to host their own password management solution. It's ideal for tech-savvy users, homelab enthusiasts, and small teams who want the Bitwarden client experience with a more resource-efficient backend.

OpenHuman is a personal super intelligent AI that lives locally on your computer. It solves the problem of fragmented AI tools by providing a central orchestration engine to manage agents, build a memory of your life, and automate workflows across all your apps. It's for anyone who wants a powerful, private, and integrated AI assistant that works with the tools they already use.

Codex is a lightweight AI coding agent that runs directly in your terminal. It helps developers write better code faster by providing intelligent suggestions and automating repetitive tasks without leaving their command-line workflow. It's designed for developers who prefer a streamlined, keyboard-centric coding environment and want to enhance their productivity with AI assistance.

OpenLogi is a native, local-first alternative to Logitech Options+ written in Rust. It solves the problem of vendor software requiring accounts and sending telemetry by allowing you to remap buttons, control DPI, and manage SmartShift directly over the HID++ protocol. It's for Logitech mouse, keyboard, or camera users who value privacy, ownership of their settings, and a lightweight, native application experience.

This is the official node software for the Amadeus Protocol, a decentralized blockchain network. It enables users to run a validating or full node to participate in network consensus, secure the chain, and process transactions. It is designed for developers, validators, and organizations looking to interact with or help operate the Amadeus Protocol ecosystem.

LLMFit is a tool that helps developers and AI practitioners navigate the vast landscape of hundreds of available large language models and providers. It solves the problem of hardware compatibility by analyzing your system's specifications to instantly identify which models will run efficiently on your machine. This saves significant time and effort spent on trial-and-error installation and configuration. It's designed for anyone from individual developers to teams looking to deploy or experiment with LLMs without worrying about complex hardware constraints.

NautilusTrader is a production-grade, open-source trading engine built in Rust. It provides a deterministic, event-driven core with nanosecond resolution to solve the problem of strategy divergence between backtesting and live trading. It is designed for quantitative traders, hedge funds, and institutions who need a reliable, multi-asset, multi-venue platform with shared semantics from research to production.

AI Memory is a solution providing long-term memory for AI coding agents and CLIs. It solves the problem of agents losing context between sessions and facilitates smooth handoffs between different agent vendors or tools. It is designed for developers and teams using multiple AI agents in their workflow who need persistent, shareable context to maintain continuity and efficiency.

RustDesk is an open-source remote desktop application that provides a secure and reliable alternative to SaaS solutions like TeamViewer. It solves the problems of data privacy, performance instability, and lack of control by allowing you to host the servers on your own infrastructure. It's designed for individuals and organizations who need full control over their remote access data and want to avoid vendor lock-in and shared public servers.

Switchyard is a framework from NVIDIA NeMo designed for developing and rigorously evaluating multi-agent conversational AI systems. It addresses the challenge of creating complex, interactive AI applications where multiple specialized agents collaborate. The framework provides tools for orchestration, evaluation, and benchmarking, making it ideal for researchers and developers building advanced chatbots, virtual assistants, and interactive AI platforms.

Macro is an open-source office suite that unifies email, chat, docs, tasks, CRM, and AI into a single workspace. It solves the problem of fragmented communication and data across dozens of apps by providing a shared, team-level memory built from all your work. It's built for modern teams who want to replace 7+ separate tools with one fast, secure, and intelligent system.

RuView is a cognitive sensing platform that transforms standard WiFi signals into actionable intelligence. It solves the problem of intrusive or privacy-invasive monitoring by enabling real-time vital sign tracking, presence detection, and spatial analytics without cameras or wearables. It is designed for healthcare providers, smart building operators, and security professionals seeking non-invasive, privacy-preserving insights.

celld is a self-hosted, distributed runtime for Cloudflare's Durable Objects. It lets you run your existing Workers and Durable Objects code unchanged, but store the data in your own cloud bucket, giving you full control and ownership. It solves the problem of Durable Objects becoming prohibitively expensive at scale, offering orders of magnitude lower cost for applications with many active objects. It's for developers who need the Durable Objects programming model but require cost-efficiency, data ownership, and the ability to run on their own infrastructure.

mise is a polyglot CLI tool that manages your project's development tools, environment variables, and tasks from a single configuration file. It solves the problem of inconsistent setups across machines by ensuring every developer gets the same environment, tools, and commands. It's for developers and teams working on projects that require specific tool versions, environment configurations, and repeatable build/test processes.

Deno is a secure, fast, and fully Node-compatible runtime for JavaScript and TypeScript. It solves the complexity of modern JavaScript development by bundling essential tools like a package manager, test runner, linter, and formatter directly into the runtime. It's designed for developers who want a streamlined, productive, and secure environment for building applications from the edge to the desktop.

pdf-inspector is a Rust-powered library for intelligent PDF processing. It automatically classifies PDFs as text-based or scanned, enabling smart routing, and extracts clean, structured Markdown while preserving layout and tables. It's built for developers who need to embed fast, reliable PDF analysis into Node.js, Python, or Rust applications.

tuicr is a terminal user interface (TUI) for code review that brings GitHub-style diffs and PR review workflows directly to your terminal. It solves the problem of context-switching between your editor and a web browser for code reviews, offering vim keybindings for navigation, line-level commenting, and the ability to push reviews directly to GitHub. It's built for developers who live in the terminal, use vim, and want a faster, more integrated review process for Git, jj, or Mercurial repositories.

jcode is an open-source terminal coding agent written in Rust, designed as a harness to maximize the capabilities of AI models. It tackles the limitations of current AI benchmarks and agent systems by focusing on scaling test-time compute, parallelism, and memory for continual learning. It's built for developers and researchers who want a powerful, transparent, and efficient general-purpose dev tool for day-to-day work and advancing agent capabilities.