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AddBirdbrain is a local-first desktop app for capturing, organizing, and verifying web evidence.
Birdbrain is an open-source desktop app with a companion Chromium extension for capturing, organizing, and verifying web evidence. Captures include MHTML, a full-page screenshot, and extracted page text, sent to the desktop app over 127.0.0.1 and stored locally in per-case archives. Birdbrain has no cloud account and no telemetry; captures stay on your machine unless you export them.
Breakthrough Method for Agile Ai Driven Development .
The BMad Method (Build More Architect Dreams) is an AI-driven development framework module within the BMad Method Ecosystem that helps you build software through the whole process from ideation and planning all the way through agentic implementation. It provides specialized AI agents, guided workflows, and intelligent planning that adapts to your project’s complexity, whether you’re fixing a bug or building an enterprise platform.
BAML is an expressive language for structured text generation. BAML is a domain-specific language to write and test LLM functions.
In BAML, prompts are treated like functions. An LLM function is a prompt template with some defined input variables, and a specific output type like a class, enum, union, optional string, etc.
With BAML you can write and test a complex LLM function in 1/10 of the time it takes to setup a python LLM testing environment.
Distributed Task Queue
Celery is a simple, flexible, and reliable distributed system to process vast amounts of messages, while providing operations with the tools required to maintain such a system.
Opale is a publishing chain for the production of academic training documents that can be used for on-site training, distance or blended learning. Opale provides solutions for educational contents management and multi-format publications:
Chainlit is an open-source Python package to build production ready Conversational AI.
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Community, Open Source Suricata based NDR
Part of Network-based threat detection and response solutions from Stamus Networks™
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ClosedXML is a .NET library for reading, manipulating and writing Excel 2007+ (.xlsx, .xlsm) files. It aims to provide an intuitive and user-friendly interface to dealing with the underlying OpenXML API.
OmniParse is a platform that ingests/parses any unstructured data into structured, actionable data optimized for GenAI (LLM) applications. Whether working with documents, tables, images, videos, audio files, or web pages, OmniParse prepares your data to be clean, structured and ready for AI applications, such as RAG , fine-tuning and more.
databow is a command-line tool for querying databases.
A command-line tool for querying databases via ADBC.
The Open-Source LLM Evaluation Framework.
DeepEval is a simple-to-use, open-source LLM evaluation framework, for evaluating and testing large-language model systems. It is similar to Pytest but specialized for unit testing LLM outputs. DeepEval incorporates the latest research to evaluate LLM outputs based on metrics such as G-Eval, hallucination, answer relevancy, RAGAS, etc., which uses LLMs and various other NLP models that runs locally on your machine for evaluation.
Open-source LLM Friendly Web Crawler & Scraper.
Crawl4AI turns the web into clean, LLM ready Markdown for RAG, agents, and data pipelines. Fast, controllable, battle tested by a 50k+ star community.
A simple plugin for Composer that allows you to apply patches to your dependencies.
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A simple application that extracts your IoCs from garbage input and checks their reputation using multiple CTI services.
Cyberbro is an open-source threat intelligence and indicator analysis platform. Whether you're a new user or a seasoned developer, this documentation will help you get started, configure, and make the most of Cyberbro's features.
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Migrate Databases and Stream Data Between Database Systems.
DBConvert Streams (DBS) is a cutting-edge distributed platform designed for data migration between heterogeneous databases and real-time data replication. It simplifies the process of transferring data between on-premises or cloud databases, including relational databases and data warehouses.
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Docker Model Runner (DMR) makes it easy to manage, run, and deploy AI models using Docker. Designed for developers, Docker Model Runner streamlines the process of pulling, running, and serving large language models (LLMs) and other AI models directly from Docker Hub, any OCI-compliant registry, or Hugging Face.
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concurrent, cache-efficient, and Dockerfile-agnostic builder toolkit.
BuildKit is a toolkit for converting source code to build artifacts in an efficient, expressive and repeatable manner.
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Docker Scout is a solution for proactively enhancing your software supply chain security. By analyzing your images, Docker Scout compiles an inventory of components, also known as a Software Bill of Materials (SBOM). The SBOM is matched against a continuously updated vulnerability database to pinpoint security weaknesses.
ell is a lightweight prompt engineering library treating prompts as functions.
A self-hosted fitness tracking service.
Endurain is a self-hosted fitness tracking service designed to give users full control over their data and hosting environment
Source: This Week in Self-Hosted (8 November 2024) @ selfh.st.
A high-performance, zero-overhead, extensible Python compiler using LLVM.
Codon is a high-performance Python compiler that compiles Python code to native machine code without any runtime overhead. Typical speedups over Python are on the order of 100x or more, on a single thread. Codon supports native multithreading which can lead to speedups many times higher still.
Self-hosted outdoor activity tracker 🚴.
This web application allows you to track your outdoor activities (workouts) from gpx files (or other formats) and keep your data on your own server. No mobile app has been developed yet, but several existing mobile apps or devices can store workouts data locally and export them into a file.
Moose lets you develop analytical backends in pure TypeScript or Python code. The developer framework for your data & analytics stack.
Moose is an open source developer framework for building analytical backends. Moose is designed to help you quickly prototype, productionize, and scale data products, data pipelines, and data APIs - on OLAP and streaming infrastructure - using native TypeScript or Python.
secator is a task and workflow runner used for security assessments. It supports dozens of well-known security tools and is designed to improve productivity for pentesters and security researchers.
Tach allows you to control dependencies between your Python modules. Modules can also define an explicit public interface to prevent deep coupling.
A Python tool to visualize + enforce dependencies, using modular architecture 🌎 Open source 🐍 Installable via pip 🔧 Able to be adopted incrementally - ⚡ Implemented with no runtime impact ♾️ Interoperable with your existing systems 🦀 Written in rust
A Deployment Pipeline Framework That Sticks.
A framework for orchestrating and introspecting delivery pipelines. Integrates with directly with Git, OCI and more (to come). Optional user interface for pipeline introspection and manipulation.
Glu is a framework built to help manage and coordinate multi-environment deployments using configuration stored in Git.
🐢 Open-Source Evaluation & Testing for AI & LLM systems.
The testing framework dedicated to ML models, from tabular to LLMs. Control risks of performance, bias and security issues in AI systems.
Use stacked pull requests to break large code changes into a chain of smaller, dependent pull requests you can review and merge independently.
Welcome! This is a public resource for people with backgrounds in social sciences, humanities, and academia who are interested in learning about careers in user experience/design research. If you have suggestions for the list, please contact Amy Santee.
Guzzle is a PHP HTTP client that makes it easy to send HTTP requests and trivial to integrate with web services.
"The Cyphernomicon" is a document written by Timothy C. May in 1994 for the Cypherpunks electronic mailing list, outlining some ideas behind, and the effects of, crypto-anarchism. It constitutes one of the philosophy's founding documents, advocating anonymous digital currency and electronic privacy, and touching on more esoteric topics, such as assassination markets.
New 🌊 wave for @helm.
🌊 Helmwave is helm3-native tool for deploying your Helm Charts. We focus on speed of execution, tiny size, pretty debugging.
IDA MCP server! This free and open source software connects your IDA installation with AI agents, enabling them to disassemble, decompile, and support reverse engineering tasks.
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an open source, serverless framework for building intelligent functions and APIs, powered by WebAssembly.
You write your app logic in Go or AssemblyScript, and Modus provides additional features to easily integrate models, data, and external services.
A magical documentation site generator. Simple and lightweight, No statically built html files, Multiple themes.
Docsify turns one or more Markdown files into a Website, with no build process required.
A Lightweight Markdown Open Publishing Tool. Instantly Turn Online Markdown Files into Web Pages.
This open-source web app, built with the magical documentation site generator Docsify, provides a quick way to publish one or more online Markdown files as standalone web pages without needing to set up your own website.
An egress firewall for untrusted workloads.
iron-proxy is a single-binary egress firewall for workloads you don't fully trust. It enforces an allowlist on outbound HTTP and HTTPS, holds credentials so the workload never sees the real value, and records every request as structured JSON.
High performance array computing.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more. JAX provides a familiar NumPy-style API for ease of adoption by researchers and engineers.
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The RHQ project is a systems management suite that provides extensible and integrated systems management for multiple products and platforms across a set of core features such as:
monitoring and graphing of values
alerting on error conditions
remote configuration of managed resources
remote operation execution
provisioning of software onto managed machines
detection of changed files
k0rdent has been developed to provide a way to manage distributed infrastructure at massive scale, leveraging kubernetes.
k0rdent Cluster Manager is part of k0rdent which is focused on delivering a open source approach to providing an enterprise grade multi-cluster kubernetes management solution based entirely on standard open source tooling that works across private or public clouds.
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The Kubernetes control plane manager.
An open source control plane manager for unified cluster management. k0smotron allows you to unify your Kubernetes cluster management for an efficient use of resources. It’s designed for k0s.
Make analytics context usable by agents
ktx is an open-source context layer for data agents. It turns warehouse metadata, BI tool definitions, query history, docs, and approved metric definitions into reviewable files agents can search and execute.
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semantic layer
Graphic Walker is a different open-source alternative to Tableau. It allows data scientists to analyze data and visualize patterns with simple drag-and-drop / natural language query operations.
The Veeam Kasten data management platform, purpose-built for Kubernetes, provides enterprise operations teams an easy-to-use, scalable, and secure system for backup/restore, disaster recovery, and mobility of Kubernetes applications.
Veeam Kasten's application-centric approach and deep integrations with relational and NoSQL databases, Kubernetes distributions, and all clouds provide teams with the freedom of infrastructure choice without sacrificing operational simplicity. Policy-driven and extensible, Veeam Kasten provides a native Kubernetes API and includes features such as full-spectrum consistency, database integrations, automatic application discovery, multi-cloud mobility, and a powerful web-based user interface.
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The Faster Redis Alternative. A Multithreaded Fork of Redis. KeyDB is a fully open source database, backed by Snap, and a faster drop in alternative to Redis.
KeyDB is a high performance fork of Redis with a focus on multithreading, memory efficiency, and high throughput. In addition to performance improvements, KeyDB offers features such as Active Replication, FLASH Storage and Subkey Expires. KeyDB has a MVCC architecture that allows you to execute queries such as KEYS and SCAN without blocking the database and degrading performance.
- [KeyDB @ GitHub](The Faster Redis Alternative).
Find security vulnerabilities, compliance issues, and infrastructure misconfigurations early in the development cycle of your infrastructure-as-code with KICS by Checkmarx.
KICS stands for Keeping Infrastructure as Code Secure, it is open source and is a must-have for any cloud native project.
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A simple, extensible Python client library for Kubernetes that feels familiar for folks who already know how to use kubectl.
A batteries-included Python client library for Kubernetes that feels familiar for folks who already know how to use kubectl
The batteries-included agent harness.
The easiest way to start building agents and applications powered by LLMs—with built-in capabilities for task planning, file systems for context management, subagent-spawning, and long-term memory. You can use deep agents for any task, including complex, multi-step tasks.
Agent harness built with LangChain and LangGraph. Equipped with a planning tool, a filesystem backend, and the ability to spawn subagents - well-equipped to handle complex agentic tasks.
Deep Agents is an agent harness. An opinionated, ready-to-run agent out of the box. Instead of wiring up prompts, tools, and context management yourself, you get a working agent immediately and customize what you need.
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Nginx webserver and reverse proxy with php support and a built-in Certbot (Let's Encrypt) client. It also contains fail2ban for intrusion prevention.
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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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the next-generation mailing-list archiver.
HyperKitty is an open source Django application under development. It aims to provide a web interface to access GNU Mailman v3 archives.
Mobile Verification Toolkit (MVT) is a tool to facilitate the consensual forensic analysis of Android and iOS devices, for the purpose of identifying traces of compromise.
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-#537: Espionnage et recherche de compromission dans les environnements mobiles @ NoLimitSecu :fr:.
Mycroft Core is the primary module that makes up the Mycroft Artificial Intelligence platform. Mycroft makes use of the Adapt Intent Parser, Speech-to-Text software, and Text-to-Speech. The idea behind the platform is to be able to voice enable any device and turn it into a smart personal assistant, able to perform a variety of tasks. Mycroft is often used to refer to the hardware product produced by Mycroft AI, Inc. - so to avoid confusion, the software stack is often referred to as "Mycroft Core".
Nerfstudio provides a simple API that allows for a simplified end-to-end process of creating, training, and visualizing NeRFs.
Docs is a collaborative text editor designed to address common challenges in knowledge building and sharing.
A collaborative note taking, wiki and documentation platform that scales. Built with Django and React. Opensource alternative to Notion or Outline.
Docs is the result of a joint effort led by the French 🇫🇷🥖 (DINUM) and German 🇩🇪🥨 governments (ZenDiS).
OpenShell is the safe, private runtime for autonomous AI agents.
NVIDIA OpenShell is an open-source runtime for executing fleets of autonomous AI agents in sandboxed environments with kernel-level isolation. It combines sandbox runtime controls and a declarative YAML policy so teams can run agents without giving them unrestricted access to local files, credentials, and external networks.
OpenShell is the safe, private runtime for autonomous AI agents.
NVIDIA OpenShell is the safe, private runtime for autonomous AI agents. It provides sandboxed execution environments that protect your data, credentials, and infrastructure. Agents run with exactly the permissions they need and nothing more, governed by declarative policies that prevent unauthorized file access, data exfiltration, and uncontrolled network activity.
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Large Scale Automated Refactoring.
OpenRewrite is an open-source automated refactoring ecosystem for source code, enabling developers to effectively eliminate technical debt within their repositories.
It consists of an auto-refactoring engine that runs prepackaged, open-source refactoring recipes for common framework migrations, security fixes, and stylistic consistency tasks – reducing your coding effort from hours or days to minutes. Build tool plugins like the OpenRewrite Gradle plugin and the OpenRewrite Maven plugin help you run these recipes on one repository at a time.
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