Showing 147 open source projects for "friction"

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  • 1
    Purple Llama

    Purple Llama

    Set of tools to assess and improve LLM security

    ...CyberSecEval, one of its flagship components, provides repeatable evaluations for security risk, including agent-oriented tasks such as automated patching benchmarks. The aim is to make safety practical: ship testable baselines, publish metrics, and provide drop-in implementations that reduce friction for teams adopting Llama. Documentation and sites attached to the repo walk through setup, usage, and the rationale behind each safeguard, encouraging community contributions.
    Downloads: 0 This Week
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  • 2
    Seamless Communication

    Seamless Communication

    Foundational Models for State-of-the-Art Speech and Text Translation

    ...The motivation is to move beyond “text in, text out” and enable direct, live, multi-turn exchange involving language, gesture, gaze, vision, and modality switching without user friction. The system architecture includes a real-time multimodal signal pipeline for audio, video, and sensor data, a dialog manager that can decide when to act (speak, gesture, point) or query, and a cross-modal reasoning layer that fuses perception with semantic context. The research prototype includes components for visual grounding (understanding when a user references something in view), gesture recognition and synthesis, and turn-taking mechanisms that mirror human conversational timing. ...
    Downloads: 0 This Week
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  • 3
    AI Commits

    AI Commits

    A CLI that writes your git commit messages for you with AI

    AI Commits is a command-line tool that writes your git commit messages for you using an AI model. It works by running git diff to gather your staged code changes, sending that diff to an LLM (originally GPT-3, now configurable), and receiving back a concise, human-readable commit message. The tool is designed to integrate cleanly into a developer’s workflow so that generating a descriptive commit message becomes a single command rather than a chore. It supports configuration via environment...
    Downloads: 1 This Week
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  • 4
    Valdi

    Valdi

    Cross-platform UI framework that delivers native performance

    ...The framework also emphasizes developer velocity with tooling that shortens the edit–run cycle, including rapid hot reload and a workflow that aims to reduce the traditional compile-test-debug friction in native development.
    Downloads: 0 This Week
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  • Stop Storing Third-Party Tokens in Your Database Icon
    Stop Storing Third-Party Tokens in Your Database

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  • 5
    Open LLMs

    Open LLMs

    A list of open LLMs available for commercial use

    ...It aggregates metadata, licensing info, and often pointers to the model weights or model cards — helping users quickly compare models by size, license, domain, and capabilities. By compiling this in one place, open-llms reduces friction in exploring the LLM space, making it easier to try different models, benchmark them, or build custom applications.
    Downloads: 0 This Week
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  • 6
    Go Backend Clean Architecture

    Go Backend Clean Architecture

    A Go (Golang) Backend Clean Architecture project with Gin, MongoDB

    ...It demonstrates practical patterns for repository interfaces, DTOs, and consistent response envelopes that keep APIs predictable. Testing is first-class: ports and adapters are designed for mocking and table-driven tests, which reduces friction when you add features. As a learning resource and a real starter, it helps teams jumpstart services with boundaries that age well.
    Downloads: 0 This Week
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  • 7
    handson-ml3

    handson-ml3

    Fundamentals of Machine Learning and Deep Learning

    handson-ml3 contains the Jupyter notebooks and code for the third edition of the book Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow. It guides readers through modern machine learning and deep learning workflows using Python, with examples spanning data preparation, supervised and unsupervised learning, deep neural networks, RL, and production-ready model deployment. The third edition updates the content for TensorFlow 2 and Keras, introduces new chapters (for example on...
    Downloads: 0 This Week
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  • 8
    Browser MCP

    Browser MCP

    Browser MCP is a Model Context Provider (MCP) server

    Browser MCP is an MCP server plus browser integration that lets AI apps automate the user’s real browser instead of launching a separate automation session. By adapting a Playwright-style approach to control the running browser profile, it reuses logged-in sessions and cookies, which reduces re-authentication friction and helps avoid some bot-detection heuristics. The server exposes structured tools for navigation, element interaction, and artifact capture (DOM, screenshots, logs), all discoverable via MCP schemas. Because it runs against the user’s primary browser, it’s well-suited to repetitive web tasks, authenticated dashboards, and debugging workflows inside MCP-capable IDEs. ...
    Downloads: 0 This Week
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  • 9
    pkgdown

    pkgdown

    Generate static html documentation for an R package

    pkgdown is an R package (by the r-lib group) whose purpose is to generate static websites (HTML) for R packages, automatically converting a package’s help files, vignettes, README, NEWS, etc., into a documentation website. It helps package authors share their documentation online with minimal friction. It supports custom templates, themes, and configuration. pkgdown 2.0.0 includes an upgrade from Bootstrap 3 to Bootstrap 5, which is accompanied by a whole bunch of minor UI improvements. If you’ve heavily customised your site, there’s a small chance that this will break your site, so everyone needs to explicitly opt in to the upgrade.
    Downloads: 0 This Week
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  • 10
    swift-html

    swift-html

    Swift DSL for type-safe, extensible, and transformable HTML documents

    ...Because Node is just a simple Swift type, we can transform it in all kinds of interesting ways. For a silly example, what if we wanted to remove all instances of exclamation marks from our document? We even provide plug-in libraries that reduce the friction of using this library with Kitura and Vapor.
    Downloads: 0 This Week
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  • 11
    Laravel Boost

    Laravel Boost

    Laravel-focused MCP server for augmenting AI powered local development

    ...Rather than trying to replace your editor or framework, Boost acts like an intelligent layer that understands Laravel’s conventions and reduces the “explain my app to the AI” friction.
    Downloads: 0 This Week
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  • 12
    Bend

    Bend

    A massively parallel, high-level programming language

    ...It emphasizes discoverability and experimentation: users can inspect functions, call them on sample inputs, and evolve logic without a full project scaffold. Because it’s embedded in a graphical or console interface, Bend aims to reduce the friction of switching between editor and runtime when prototyping or debugging ideas in Kotlin. It can also be extended with libraries or domain-specific tools, making it a flexible playground for domain scripting, education, or data exploration.
    Downloads: 0 This Week
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  • 13
    Foreman

    Foreman

    Manage Procfile-based applications

    ...Colorized, prefixed logs and simple signals (restart/stop) provide a clear operational experience for polyglot stacks. By codifying your app’s runtime composition, Foreman reduces “works on my machine” friction and keeps local setups close to deployment reality.
    Downloads: 0 This Week
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  • 14
    ClashN

    ClashN

    A clash client for Windows, support Mihomo

    ...Logs, traffic charts, and connection inspectors make troubleshooting and optimization straightforward. For power users, granular profile editing and hot-reloading reduce the friction of iterating on configurations.
    Downloads: 0 This Week
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  • 15
    Ouress

    Ouress

    Opinionated Underlabouring Research Environment for Social Sciences

    ...It delivers a carefully curated, yet extensible toolkit in a single compressed filesystem (.ress archive) that runs on Linux® via chroot and on Windows® via the Windows Subsystem for Linux (WSL2). The Windows installer deploys a command-line management utility for zero-friction environment lifecycle operations. Built on Debian GNU/Linux, Ouress anchors its package manager to fixed-timestamp Debian snapshot repositories for reproducible, temporally stable analysis pipelines. The WSL command-line utility is built using the Lazarus IDE and Free Pascal Compiler.
    Downloads: 7 This Week
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  • 16
    Vim Codefmt

    Vim Codefmt

    Vim plugin for syntax-aware code formatting

    ...It exposes simple commands to format either a selected range or an entire buffer, and integrates cleanly into everyday editing workflows. The plugin ships with a registry of built-in formatters and a pluggable architecture, allowing other plugins to register additional formatters without friction. Configuration is handled through maktaba and Glaive flags, so you can choose per-filetype tools, pass custom options, or point to specific formatter executables. Autoformat can be enabled via standard Vim autocommands, making it easy to format on filetype or on write while still allowing opt-out on a per-buffer basis. With broad language coverage—from C, C++, Java, Python, and Go to Kotlin, Rust, Swift, Bazel, Markdown, and more—vim-codefmt helps teams maintain consistent style across heterogeneous codebases.
    Downloads: 0 This Week
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  • 17
    Faast.js

    Faast.js

    Serverless batch computing made simple

    ...Deploy without zip files. Zero-configuration support for bundling dependencies with built-in webpack support. Use native dependencies, even on AWS Lambda. Faast.js eliminates the friction of using packages with serverless functions. Cost snapshots estimate the cost of your serverless function invocations in real time. For deeper analysis, use the Cost Analyzer to estimate the cost of workloads against multiple serverless configurations.
    Downloads: 0 This Week
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  • 18
    Eagle Mode

    Eagle Mode

    Zoomable user interface (ZUI) with file manager, file viewers and more

    Eagle Mode is a zoomable user interface (ZUI) with file manager, file viewers, games, and more. This project is about a futuristic style of human-computer interaction, where the user can visit almost everything simply by zooming in. It features a portable C++ toolkit API for developing such ZUIs, and it features the Eagle Mode application, which provides a virtual cosmos with plugin applications. The most important one is the professional file manager with its rich, scriptable command...
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    Downloads: 49 This Week
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  • 19
    CodeCampus

    CodeCampus

    CodeCampus is a learning-first Linux OS for CSE and IT students

    CodeCampus OS is a custom Linux distribution based on Ubuntu 24, designed for beginner developers, computer science students, and self-learners who want to start coding without friction. Unlike traditional setups that require hours of installation and configuration, CodeCampus provides a fully pre-configured, learning-first environment right out of the box. From the moment you boot, everything is ready—so you can focus on learning, experimenting, and building instead of troubleshooting. CodeCampus solves this by removing setup complexity and providing a ready-to-use development environment that lets you start coding immediately...
    Downloads: 3 This Week
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  • 20
    ransfoil

    ransfoil

    console to calculate airflow around an airfoil based on RANS approach

    ...In addition, the coupling between airflow and heat transfer and the effect of surface roughness on near wall flow are considered by this program, it can be used for engineering calculation of the friction drag and heat transfer coefficients on airfoil surface. RANSFOIL reads coordinates data from a 1D XYZ file which describes the grid points or control points on airfoil as only input, then outputs grid and solution files in 2D PLOT3D format to record grid coordinates and airflow data and a report file to show aerodynamic parameters.
    Downloads: 3 This Week
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  • 21
    hotel

    hotel

    A simple process manager for developers

    ...Instead of remembering port numbers and launch commands, you register apps once and then start, stop, or auto-start them from a central UI. The tool sets up a lightweight reverse proxy so each service gets a nice local domain, reducing friction when switching between multiple apps and APIs. Cross-platform support and a simple configuration format make it easy to onboard a team to a shared local workflow. Because hotel can run commands to boot services on demand, laptops stay quieter and lighter until you actually need a process. It’s especially handy in polyglot repos where Node, Python, or Go services otherwise require bespoke scripts and ports.
    Downloads: 0 This Week
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  • 22
    databooks

    databooks

    A CLI tool to reduce the friction between data scientists

    databooks is a package to ease the collaboration between data scientists using Jupyter notebooks, by reducing the number of git conflicts between different notebooks and resolution of git conflicts when encountered. Simply specify the paths for notebook files to remove metadata. By doing so, we can already avoid many of the conflicts. Specify the paths for notebook files with conflicts to be fixed. Then, databooks finds the source notebooks that caused the conflicts and compares them (so no...
    Downloads: 1 This Week
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  • 23
    simpleaichat

    simpleaichat

    Python package for easily interfacing with chat apps

    ...The project encourages clean separation between system prompts, user messages, and tool outputs to keep conversations predictable. With convenience helpers for logging, environment configuration, and retries, it reduces the friction of moving from a quick experiment to a reliable internal tool.
    Downloads: 0 This Week
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  • 24
    ggez

    ggez

    Rust library to create a Good Game Easily

    ggez is a Rust library to create a Good Game Easily. More specifically, ggez is a lightweight cross-platform game framework for making 2D games with minimum friction. It aims to implement an API based on (a Rustified version of) the LÖVE game framework. This means it contains basic and portable 2D drawing, sound, resource loading, and event handling, but finer details and performance characteristics may be different than LÖVE. ggez is not meant to be everything to everyone, but rather a good base upon which to build. ...
    Downloads: 0 This Week
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  • 25
    sensible.vim

    sensible.vim

    sensible.vim: Defaults everyone can agree on

    ...It flips on widely appreciated options to improve search, indentation, buffers, and UI cues so a fresh Vim becomes productive immediately. The philosophy is conservative: only enable settings that are broadly beneficial and unlikely to surprise seasoned users. It reduces the friction of onboarding to Vim by removing early paper cuts, letting you add personal preferences later from a sane baseline. The project acts as a living distillation of community wisdom about defaults that stand the test of time. By shipping just sensible toggles, it remains unobtrusive and easy to adopt in any dotfiles setup.
    Downloads: 0 This Week
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