Patryk Orwat

preloop. The open-source AI agent control plane: MCP firewall, model gateway with budgets, human approvals, runtime observability, and audit trails

Hy3-295B-NVFP4-MTP-2x-DGX-Spark. Tencent Hunyuan 3 (295B MoE) on 2x NVIDIA DGX Spark: NVFP4 W4A16 + native MTP speculative decoding. First published MTP-on-GB10 numbers, full recipe, KV math, and every bring-up bug documented.

atlas-recipes. Official Atlas Spark recipe registry for sparkrun (@atlas namespace) — Qwen3.5/3-Next, Gemma-4, Nemotron-3, Mistral-Small-4, MiniMax-M2.7, Qwen3-VL on the public avarok/atlas-gb10 image

Ornith-1.

dgx-spark-playbooks. Collection of step-by-step playbooks for setting up AI/ML workloads on NVIDIA DGX Spark devices with Blackwell architecture.

MiMo-V2.5-TP2-1M-NVFP4-KV-2xDGX-Spark. MiMo-V2.5 Omni TP=2 on 2x DGX Spark · 1M context · NVFP4 4-bit KV (~1.97M-token KV pool @ 1M, ~30 tok/s) · 69-eval: thinking-OFF 97.8 beats thinking-ON 90.6 for tool/agent work

opencode-supermemory. Supermemory plugin for OpenCode

opencode-scheduler. OpenCode plugin for scheduling recurring jobs using launchd (Mac) or systemd (Linux)

opencode. The open source coding agent.

meilisearch. A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

knowledge-catalog. Google Cloud Knowledge Catalog Tools and Samples

openwiki. OpenWiki is a CLI that writes and maintains agent documentation for your codebase.

graphify. Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

loop-engineering. Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

container. A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.

DGX_Spark_Qwen3.5-122B-A10B-AR-INT4. Qwen3.5-122B-A10B on DGX Spark: 28.3 → 51 tok/s (+80%)

spark-vllm-docker. Docker configuration for running VLLM on dual DGX Sparks

sparkrun. sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems

MiniMax-M3.

hermes-agent. The agent that grows with you

awesome-openclaw-skills. The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞

storm. An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

LibreChat. Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active

eigent. Eigent: The Open Source Cowork Desktop - Local and Free Alternative to Claude Cowork and Codex

openwork. The open-source alternative to Claude Cowork (powered by opencode)

rdf-fusion. A SPARQL implementation built on top of Apache DataFusion. Read-only mirror of https://codeberg.org/tschwarzinger/rdf-fusion

gitea. Git with a cup of tea! Painless self-hosted all-in-one software development service, including Git hosting, code review, team collaboration, package registry and CI/CD

shacl-rust. Shacl validator written in Rust

sedona-db. A single-node analytical database engine with geospatial as a first-class citizen

wkb. Fast, pure-Rust reader and writer for Well-Known Binary geometries

a5. Pentagonal geospatial indexing system DGGS

reasonable. OWL 2 Reasoner built on DataFrog

oxigraph. SPARQL graph database

virtuoso-opensource. Virtuoso is a high-performance and scalable Multi-Model RDBMS, Data Integration Middleware, Linked Data Deployment, and HTTP Application Server Platform

OWL-RL. A simple implementation of the OWL2 RL Profile on top of RDFLib: it expands the graph with all possible triples that OWL RL defines. It can be used together with RDFLib to expand an RDFLib Graph object, or as a stand alone service with its own serialization.

gemma4-pl. Python

radoskop. Jak głosują radni?

awesome-eu-ai-act. Curated tools, official sources, OSS, templates, and guides for EU AI Act compliance.

goose. an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

claw-code. An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.

mathlib4. The math library of Lean 4

ghostty. 👻 Ghostty is a fast, feature-rich, and cross-platform terminal emulator that uses platform-native UI and GPU acceleration.

claude-plugin-clipboard. Claude Code plugin for cross-platform clipboard copy and paste

aws2tf. aws2tf - automates the importing of existing AWS resources into Terraform and outputs the Terraform HCL code.

formulopl. Chatbot specjalizujący się w zadaniach matematycznych

LeanDojo-v2. LeanDojo-v2 is an end-to-end framework for training, evaluating, and deploying AI-assisted theorem provers for Lean 4.

openclaw. Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

open_deep_research. Python

ksef. Klient w języku python do API KSeF-u

autogen. A programming framework for agentic AI

magentic-ui. MagenticLite is an experimental agent that works across the browser and local file system

sympy.github.com. SymPy's web page (sympy.org)

FormSG. Form builder for the Singapore Government

FreeCAD. Official source code of FreeCAD, a free and opensource multiplatform 3D parametric modeler.

Enterprise-RAG. Intel® AI for Enterprise RAG converts enterprise data into actionable insights with excellent TCO. Utilizing Intel Gaudi AI accelerators and Intel Xeon processors ensuring streamlined deployment.

awesome-gnss. Community list of open-source GNSS software and resources :satellite:

gnss-sdr. GNSS-SDR, an open-source software-defined GNSS receiver

web-spectrum. Web app spectrum analyzers for tinySA, RTL-SDR and SDRplay

web-gtc-analyzer. Web interface for TinyGTC https://patrykorwat.github.io/web-gtc-analyzer/

Depixelization_poc. Depix is a PoC for a technique to recover plaintext from pixelized screenshots.

spec-kit. 💫 Toolkit to help you get started with Spec-Driven Development

LettuceDetect. Span-level grounding verification for RAG, code, and tool-grounded AI outputs.

rewrite. Automated mass refactoring of source code.

aws-lambda-deploy. Deploys a Lambda function.

agents.md. AGENTS.md — a simple, open format for guiding coding agents

airweave. Open-source context retrieval layer for AI agents

Agent_Foundation_Models. Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL.

open-thoughts. Fully open data curation for reasoning models

claude-code. Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

aider. aider is AI pair programming in your terminal

sentence-transformers. State-of-the-Art Embeddings, Retrieval, and Reranking

streamlit. Streamlit — A faster way to build and share data apps.

MetaGPT. 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

codex. Lightweight coding agent that runs in your terminal

gpt-oss. gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI

reasoning_models_how_to. This repository serves as a collection of research notes and resources on training large language models (LLMs) and Reinforcement Learning from Human Feedback (RLHF). It focuses on the latest research, methodologies, and techniques for fine-tuning language models.

LLMs-from-scratch. Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

slime. slime is an LLM post-training framework for RL Scaling.

DataFlow. Easy Data Preparation with latest LLMs-based Operators and Pipelines.

X-Omni. Official inference code and LongText-Bench benchmark for our paper X-Omni (https://arxiv.org/pdf/2507.22058).

V2Xum-LLM. Python

HiDream-E1. Python

ASI-Arch. AlphaGo Moment for Model Architecture Discovery.

llm-engineer-toolkit. A curated list of 120+ LLM libraries category wise.

Awesome-LLM. Awesome-LLM: a curated list of Large Language Model

awesome-foundation-agents. About Awesome things towards foundation agents. Papers / Repos / Blogs / ...

Awesome-Large-Multimodal-Reasoning-Models. The development and future prospects of large multimodal reasoning models.

MemOS. Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

Awesome-Context-Engineering. 🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.

ray. Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

OpenRLHF. An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)

s1. s1: Simple test-time scaling

sglang. SGLang is a high-performance serving framework for large language models and multimodal models.

Megatron-LM. Ongoing research training transformer models at scale

Awesome-Long2short-on-LRMs. Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains papers, codes, datasets, evaluations, and analyses.

Kimi-K2. Kimi K2 is the large language model series developed by Moonshot AI team

vllm. A high-throughput and memory-efficient inference and serving engine for LLMs

gemma. Gemma open-weight LLM library, from Google DeepMind

flux. Official inference repo for FLUX.1 models

MiMo. MiMo: Unlocking the Reasoning Potential of Language Model – From Pretraining to Posttraining

Absolute-Zero-Reasoner. Official Repository of Absolute Zero Reasoner

OMRSE. The Ontology for Modeling and Representation of Social Entities

IAO. information artifact ontology

protege. Protege Desktop

mcp-neo4j. Neo4j Labs Model Context Protocol servers

BFO-2020. A repository for BFO 2020 artifacts specified in ISO 21838-2:2020

BFO. BFO repository including source code and latest documents

gist. Semantic Arts gist upper enterprise ontology

CommonCoreOntologies. The Common Core Ontology Repository holds the current released version of the Common Core Ontology suite.

ontology. Ruby

AutoGPT. AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

plantuml. Generate diagrams from textual description

opengrok. OpenGrok is a fast and usable source code search and cross reference engine, written in Java

claude-task-master. An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others.

chatterbox. SoTA open-source TTS

intent-driven-orchestration. Intent Driven Orchestration enables management of applications through their Service Level Objectives, while minimizing developer and administrator overhead.

vscode-copilot-release. Feedback on GitHub Copilot Chat UX in Visual Studio Code.

gibberlink. Two conversational AI agents switching from English to sound-level protocol after confirming they are both AI agents

whisper. Robust Speech Recognition via Large-Scale Weak Supervision

Isaac-GR00T. NVIDIA Isaac GR00T N1.7 - A Foundation Model for Generalist Robots.

edge-manageability-framework. A comprehensive solution designed to streamline and enhance the deployment and management of infrastructure and applications at the edge

voyager-sdk. To ensure developers can get the most out of our performance-leading hardware, we built the Voyager™ SDK which facilitates the development of high-performance applications.

awesome-mcp-servers. A collection of MCP servers.

A2A. Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.

servers. Model Context Protocol Servers

Soar. Soar, a general cognitive architecture for systems that exhibit intelligent behavior.

adversarial-robustness-toolbox. Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

generative-models. Generative Models by Stability AI

langchain. The agent engineering platform.

pathway. Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

dify. Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

OpenHands. 🙌 OpenHands: AI-Driven Development

ragflow. RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

spring-auto-configuration-example. Java

nxs-universal-chart. The Helm chart you can use to install any of your applications into Kubernetes/OpenShift

typescript-go. Staging repo for development of native port of TypeScript

lemmy. 🐀 A decentralised discussion platform for communities.

pixelfed. Photo Sharing. For Everyone.

ora2pg. Ora2Pg is a free tool used to migrate an Oracle database to a PostgreSQL compatible schema. It connects your Oracle database, scan it automatically and extracts its structure or data, it then generates SQL scripts that you can load into PostgreSQL.

oran-o2ims. Go

go. A high-performance 100% compatible drop-in replacement of "encoding/json"

infraconv. Convert infrastructure resources

kubestellar. KubeStellar - a flexible solution for multi-cluster configuration management for edge, multi-cloud, and hybrid cloud

ocm. Core components in the OCM project. Report here if you found any issues in OCM.

go-fdo. A FIDO Device Onboard library with minimal dependencies

asterinas. Asterinas aims to be a production-grade Linux alternative—memory safe, high-performance, and more.

linusrants. Dataset of Linus Torvalds' rants classified by negativity using sentiment analysis

PYNQ. Python Productivity for ZYNQ

hls4ml. Machine learning on FPGAs using HLS

kong. Kong is a command-line parser for Go

European-OpenLLM-Projects. We’re OpenLLM Europe 🇪🇺, an Open Source community committed to empower LLM projects in all European languages, specifically medium and low-resource languages.

meshtastic-pcbs. PCBs i've made for meshtastic

golang_tricity. Golang Tricity Meetup

hcl-parser-go. This is a GoLang library designed to parse Terraform configuration files written in HashiCorp Configuration Language (HCL). It allows extracting resources, modules, variables, and locals defined in these configuration files.

terraform-exec. Terraform CLI commands via Go.

bridgy-fed. 🌉 A bridge between decentralized social networks

thanos. Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.

navi. An interactive cheatsheet tool for the command-line

enhancements. Enhancements tracking repo for Kubernetes

moto. A library that allows you to easily mock out tests based on AWS infrastructure.

langchaingo. LangChain for Go, the easiest way to write LLM-based programs in Go

awesome-selfhosted. A list of Free Software network services and web applications which can be hosted on your own servers

provider-upjet-aws. AWS Provider for Crossplane.

klutchio. Automating dataservice lifecycles on Kubernetes — from provisioning to backup and restore.

kapitan. Generic templated configuration management for Kubernetes, Terraform and other things

meshmap.net. a map of Meshtastic nodes

cilium. eBPF-based Networking, Security, and Observability

starship. ☄🌌️ The minimal, blazing-fast, and infinitely customizable prompt for any shell!

yt-dlp. A feature-rich command-line audio/video downloader

NomadNet. Communicate Freely

Sideband. LXMF client for Android, Linux and macOS allowing you to communicate with people or LXMF-compatible systems over Reticulum networks using LoRa, Packet Radio, WiFi, I2P, or anything else Reticulum supports.

LXMF. A universal, distributed and secure messaging protocol for Reticulum

kro. kro | Kube Resource Orchestrator

microReticulum. C++ port of the Reticulum Network Stack — a cryptographic mesh networking library that runs on both 32-bit+ microcontrollers (ESP32, nRF52, LoRa boards) and native platforms (Linux, macOS), with PlatformIO and CMake build support.

Reticulum. The cryptography-based networking stack for building unstoppable networks with LoRa, Packet Radio, WiFi and everything in between.

server. ☁️ Nextcloud server, a safe home for all your data

firmware. The official firmware for Meshtastic, an open-source, off-grid mesh communication system.

tar1090. Provides an improved webinterface for use with ADS-B decoders readsb / dump1090-fa

gypsum. GPS receiver from a raw antenna 🛰️

Willy_Firmware_V2_ESP32_Flipper_Zero_Alternative. Willy Firmware is an alternative to Flipper Zero. | Board: ESP32 T-Display-S3 - Module: CC1101 - Display: Touchscreen - Compatible Flipper Zero file.

hackrf. low cost software radio platform

hackrf-sweep-webusb. HackRF Sweep WebUSB

paraglider. Streamlining cloud networking

helm-dashboard. The missing UI for Helm - visualize your releases

Sparrow-Extended-UI-for-RIGOL-DHO800_DHO900. Sparrow Android GUI project for Rigol DHO800 and DHO900 series Oscilloscopes

rtlsdrjs. 📡 Turn your Realtek RTL2832U based device into an SDR receiver using JavaScript

sdrangel. SDR Rx/Tx software for Airspy, Airspy HF+, BladeRF, HackRF, LimeSDR, PlutoSDR, RTL-SDR, SDRplay and FunCube

radioreceiver. A web-based application to listen to radio transmissions from your browser using a cheap USB digital TV tuner

podman-desktop. Podman Desktop is the best free and open source tool to work with Containers and Kubernetes for developers. Get an intuitive and user-friendly interface to effortlessly build, manage, and deploy containers and Kubernetes — all from your desktop.

ntt. Modern tools for TTCN-3

rtl_433. Program to decode radio transmissions from devices on the ISM bands (and other frequencies)

Flipper. Playground (and dump) of stuff I make or modify for the Flipper Zero

okd. The self-managing, auto-upgrading, Kubernetes distribution for everyone

hypershift. Hyperscale OpenShift - clusters with hosted control planes

PeerTube. ActivityPub-federated video streaming platform using P2P directly in your web browser

social-app. The Bluesky Social application for Web, iOS, and Android

spire. The SPIFFE Runtime Environment

NanoVNA-Web-Client. NanoVNA interface implementation with WebSerial/WebUSB

ThunderScope. ThunderScope GitHub Repo

kuid. Go