mit-licensed
System Optimization through Reflective Text Evolution. Optimize prompts, code, and more with AI-powered Reflective Text Evolution.
GEPA (Genetic-Pareto) is a framework for optimizing arbitrary systems composed of text components—like AI prompts, code snippets, or textual specs—against any evaluation metric. It employs LLMs to reflect on system behavior, using feedback from execution and evaluation traces to drive targeted improvements. Through iterative mutation, reflection, and Pareto-aware candidate selection, GEPA evolves robust, high-performing variants with minimal evaluations, co-evolving multiple components in modular systems for domain-specific gains.
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The framework for programming—not prompting—language models
DSPy is a declarative framework for building modular AI software. It allows you to iterate fast on structured code, rather than brittle strings, and offers algorithms that compile AI programs into effective prompts and weights for your language models, whether you're building simple classifiers, sophisticated RAG pipelines, or Agent loops.
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The OHIF Viewer is a zero-footprint medical image viewer provided by the Open Health Imaging Foundation (OHIF). It is a configurable and extensible progressive web application with out-of-the-box support for image archives which support DICOMweb.
The easiest way to build interactive medical imaging web applications. Supported by the Open Health Imaging Foundation.
Cornerstone is a set of JavaScript libraries that can be used to build web-based medical imaging applications. It provides a framework to build radiology applications such as the OHIF Viewer.
A framework for building AI agents and applications.
AutoGen is a framework for creating multi-agent AI applications that can act autonomously or work alongside humans.
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A modern open source language for analyzing, transforming, and modeling data.
Malloy is a modern open source language for describing data relationships and transformations. It is both a semantic modeling language and a query language that uses an existing SQL engine to execute queries. Malloy currently can connect to BigQuery, Snowflake, PostgreSQL, MySQL, Trino, or Presto, and natively supports DuckDB. We've built a Visual Studio Code extension to facilitate building Malloy data models, querying and transforming data, and creating simple visualizations and dashboards.
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A general-purpose Claude Code action for GitHub PRs and issues that can answer questions and implement code changes. This action intelligently detects when to activate based on your workflow context—whether responding to @claude mentions, issue assignments, or executing automation tasks with explicit prompts. It supports multiple authentication methods including Anthropic direct API, Amazon Bedrock, and Google Vertex AI.
AI Orchestration Platform
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.
Read-through cache for object storage.
High-performance read-through cache for object storage.
Native iOS app for interacting with a Paperless-ngx installation to manage documents
Swift Paperless native iOS app for the Paperless-ngx software. Paperless-ngx is a self-hosted document management system that helps you organize your documents digitally.
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Semantic Data Processing. Build data processing and data analysis pipelines that leverage the power of LLMs 🧠
Semlib is a Python library for building data processing and data analysis pipelines that leverage the power of large language models (LLMs). Semlib provides, as building blocks, familiar functional programming primitives like map, reduce, sort, and filter, but with a twist: Semlib's implementation of these operations are programmed with natural language descriptions rather than code. Under the hood, Semlib handles complexities such as prompting, parsing, concurrency control, caching, and cost tracking.
A Laravel starter kit built on the TALL Stack, along with Volt and Folio.
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Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file. 👩💻👨💻
Search engine for address. Only address.
Addok will index your address data and provide an HTTP API for full text search.
It is extensible with plugins, for example for geocoding CSV files.
Used in production by France administration, with around 26 millions addresses. In those servers, full France data is imported in about 15 min and it scales to around 2000 searches per second.
- Addok @ GitHub.
- Conteneurs Addok pour Docker avec les données de références diffusées par la Base Adresse Nationale :fr: @ GitHub.
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A simple, self-hosted app for your checklists and notes.
Tired of bloated, cloud-based to-do apps? Jotty is a lightweight alternative for managing your personal checklists and notes. It's built with Next.js 14, is easy to deploy, and keeps all your data on your own server.
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The Perfect Media Janitor
Maintainerr makes managing your media easy. No longer will you have to worry about your precious hard drive space being taken up by media, that isn't even being watched.
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A queue cleaner for the Arrs.
Automated queue cleaner for Sonarr that removes stuck downloads based on configurable rules. Please suggest rules you want to see added by opening an issue!
☁️ Convert any site to clean markdown & llms.txt. Boost your site's AI discoverability or generate LLM context for a project you're working with.
Mdream core is a highly optimized primitive for producing Markdown from HTML that is optimized for LLMs.
Real-time Log Analysis Terminal UI.
A powerful, real-time log analysis terminal UI inspired by k9s. Analyze log streams with beautiful charts, AI-powered insights, and advanced filtering - all from your terminal.
DuckDB-powered Postgres for high performance apps & analytics. :
pg_duckdb integrates DuckDB's columnar-vectorized analytics engine into PostgreSQL, enabling high-performance analytics and data-intensive applications.
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A powerful Python package for integrating artificial intelligence with geospatial data analysis and visualization.
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Open-Source ML-Compatible Humanoid Platform for Loco-Manipulation.
ToddlerBot is a low-cost, open-source humanoid robot platform designed for scalable policy learning and research in robotics and AI.
This codebase includes low-level control, RL training, DP training, real-world deployment and basically EVERYTHING you need to run ToddlerBot in the real world!
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Use AI technology to parse EPUB and PDF eBooks by chapters and generate intelligent summaries
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Preservation of iPod Clickwheel Games for iPod Nanos 3g to 5g and iPod Classics 5g to 7g.
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Easy Tailscale to WireGuard bridge in a container.
A simple Docker container app which allows connecting existing WireGuard hosts to the Tailscale network, in case the device running WireGuard is locked in and/or does not support Tailscale binaries.
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A neat little helper that manages the standby state of unix hosts with Wake-On-Lan configured, with Web-GUI.
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Safe deep property access in 120 bytes. x = dlv(obj, 'a.b.x').
Safely get a dot-notated path within a nested object, with ability to return a default if the full key path does not exist or the value is undefined
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A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations).
🚀 Serena is a powerful coding agent toolkit capable of turning an LLM into a fully-featured agent that works directly on your codebase. Unlike most other tools, it is not tied to an LLM, framework or an interface, making it easy to use it in a variety of ways.
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Secure Credential Sharing.
Share sensitive credentials and secrets securely with client-side AES-256 encryption, zero-knowledge architecture, and automatic self-destruction.
Campfire is web-based chat application.
Campfire is single-tenant: any rooms designated "public" will be accessible by all users in the system. To support entirely distinct groups of customers, you would deploy multiple instances of the application.
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Aced is a tool to parse and resolve a single targeted Active Directory principal's DACL. Aced will identify interesting inbound access allowed privileges against the targeted account, resolve the SIDS of the inbound permissions, and present that data to the operator. Additionally, the logging features of pyldapsearch have been integrated with Aced to log the targeted principal's LDAP attributes locally which can then be parsed by pyldapsearch's companion tool BOFHound to ingest the collected data into BloodHound.
Administration control panel for Authelia. A web-based administration interface for managing Authelia authentication server.
A modular backup solution designed for Docker environments, safely handling containerized workloads by stopping and restarting containers during backup operations, ensuring data consistency.
Zeroth-01 Bot is a super hackable, affordable, and end-to-end (sim2real, RL) 3D-printed open-source humanoid robot platform. Fully open-source, including hardware, SDK, and sim environments. BoM starts at $350.
Open-source humanoid robots, built for developers.
Our mission at K-Scale Labs is to accelerate the timeline to a world with billions of general-purpose robots, by making them open-source and universally accessible. We believe this is the best route towards making humanity into a Type 1 civilization on the Kardashev scale.
Send files securely in real-time.
FileSync is a file sharing web application that allows users to transfer files between multiple devices with end-to-end encryption.
A reactive client store for building super fast apps on sync
TanStack DB extends TanStack Query with collections, live queries and optimistic mutations that keep your UI reactive, consistent and blazing fast 🔥
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A bot that integrates with GitHub and your favorite continuous integration service.
Homu listens to the pull request comments, waiting for an approval comment from one of the configured reviewers. When the pull request is approved, Homu tests it using your favorite continuous integration service, and only when it passes all the tests, it is merged into master.
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the elegant TypeScript UI framework.
Ripple is a TypeScript UI framework that takes the best parts of React, Solid and Svelte and combines them into one package.
Simple and performant reactivity for building user interfaces. A declarative, efficient, and flexible JavaScript library for building user interfaces.
Solid is a declarative JavaScript library for creating user interfaces. Instead of using a Virtual DOM, it compiles its templates to real DOM nodes and updates them with fine-grained reactions. Declare your state and use it throughout your app, and when a piece of state changes, only the code that depends on it will rerun.
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The Web-Email Spear Phishing Toolkit. An open-source phishing toolkit to simulate real-world phishing attacks that comprise phishing email and website.
SniperPhish (SP in short) is a phishing toolkit for pentester or security professionals to enhance user awareness by simulating real-world phishing attacks. SniperPhish helps to combine both phishing emails and phishing websites you created to centrally track user actions. The tool is designed in a view of performing professional phishing exercise and would be reminded to take prior permission from the targeted organization to avoid legal implications.
Expose the contents of .docx files without leaving your terminal. Fast, safe, and smart — no Office required!
A fast, terminal-native document viewer for Word files. View, search, and export .docx documents without leaving your command line.
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LocalSite is a 100% local web development platform powered by Ollama. Generate modern, responsive websites using AI models running directly on your machine.
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Claude Code Mobile Client. Mobile and Web client for Claude Code, with realtime voice, encryption and fully featured.
Spawn and control multiple Claude Codes in parallel. Happy Coder runs on your hardware, works from your phone and desktop, and costs nothing. Open source.
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Your AI Assistant for Android.
Experience a new way of using your phone. Panda operates your Android device hands-free and intelligently moderates content based on your preferences. It's like having Siri, but smarter and more powerful.
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Relocate resource intensive third-party scripts off of the main thread and into a web worker. 🎉
Partytown is a lazy-loaded library to help relocate resource-intensive scripts into a web worker, and off of the main thread. Its goal is to help speed up sites by dedicating the main thread to your code, and offloading third-party scripts to a web worker.
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Level up your React Native StyleSheet.
Unistyles is a cross-platform library that enables you to share up to 100% of your styles across all platforms. It combines the simplicity of StyleSheet with the performance of C++.
Unistyles is a superset of StyleSheet similar to how TypeScript is a superset of JavaScript. If you’re familiar with styling in React Native, then you already know how to use Unistyles.
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Build single-executable microVMs from Docker images.
Bottlefire turns container images into standalone, zero-dependency Linux executables that bundle Firecracker and launch microVMs automatically.
bake is a Linux CLI tool that can embed microVM resources (firecracker binary, kernel, initrd, boot disk) into itself. It also implements bidirectional communication between VM and host - including networking and directory sharing - entirely in userspace, without requiring root privilege.
Functional HTML templating for Ruby.
P2 is a templating engine for dynamically producing HTML in Ruby apps. P2 templates are expressed as Ruby procs, leading to easier debugging, better protection against HTML injection attacks, and better code reuse.
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New 🌊 wave for @helm.
🌊 Helmwave is helm3-native tool for deploying your Helm Charts. We focus on speed of execution, tiny size, pretty debugging.
The definitive tree component for the Web.
Super-easy integration of complex tree components into React. Supports ordered and unordered drag-and-drop, extensive keybindings, search, renaming and more. Fully customizable and accessible. Headless Tree is the official successor for React Complex Tree.
Call all LLM APIs using the OpenAI format [Bedrock, Huggingface, VertexAI, TogetherAI, Azure, OpenAI, Groq etc.]
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
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Beautiful, fast and modern React UI Library.
Make beautiful websites regardless of your design experience. Beautiful, fast and modern React UI library for building accessible and customizable web applications.
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A C++ library for reading MacBook lid angle sensor data, based on reverse engineering of HID device specifications.
Library and command line tool to detect SHA-1 collision in a file.
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A Model Context Protocol server that provides read-only access to PostgreSQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
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Keep your lambdas warm during winter. ♨
WarmUp solves cold starts by creating a scheduled lambda (the warmer) that invokes all the selected service's lambdas in a configured time interval (default: 5 minutes) and forcing your containers to stay warm.
💫 Toolkit to help you get started with Spec-Driven Development.
Build high-quality software faster.
An effort to allow organizations to focus on product scenarios rather than writing undifferentiated code with the help of Spec-Driven Development.
Spec-Driven Development flips the script on traditional software development. For decades, code has been king — specifications were just scaffolding we built and discarded once the "real work" of coding began. Spec-Driven Development changes this: specifications become executable, directly generating working implementations rather than just guiding them.
Related contents:
- What's The Deal With GitHub Spec Kit @ Den Delimarsky.
- The ONLY guide you'll need for GitHub Spec Kit @ Den Delimarsky's YouTube.
- How to write a good spec for AI agents @ Addy Osmani.
- The uncomfortable truth about vibe coding @ RedHat Developer.
- What spec-driven development gets wrong @ augment code.