JustVugg/colibri
Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦
Founder of Colibrì a tiny engine, immense model for affordable hardware.
Repositories
JustVugg/JustVugg
JustVugg/lumabri
Run huge MoE models from a swarm of peers, with the colibri engine. Pure C.
JustVugg/loomabase
Offline-first synchronization engine for SQLite and PostgreSQL, built in Rust with column-level CRDTs, authoritative partial replicas, and secure multi- tenancy.
JustVugg/cli-use
Turn any MCP server into a CLI in one command.
JustVugg/judicex
Open-source Legal AI workspace for evidence-grounded legal drafting, matter analysis and verifiable answers.
JustVugg/distillery
Turn documents into high-quality instruction datasets with grounding, quality filtering, deduplication, and provenance.
JustVugg/praxos
MCP-powered memory, policy, and experience layer for safer AI agents.
JustVugg/mnem
Memory as state, not search — deterministic, dependency-free memory for AI agents. The memory lives in a Markdown file.
JustVugg/nanoeuler
GPT-2-style LLM built from scratch in C/CUDA with hand-written backprop, BPE tokenizer, FlashAttention, pretraining, and SFT.
JustVugg/Wiredigg
Wiredigg is a comprehensive network analysis tool with advanced security features designed for network administrators, security professionals, and IT enthusiasts. It provides real-time packet capture, protocol analysis, anomaly detection, and threat identification capabilities in a modern, user-friendly interface.
JustVugg/tools-factory
From any API surface to verified AI agent tools: Go CLI + MCP + skills + SQLite + policy + proofs.
JustVugg/gonk
Ultra-lightweight, edge-native API Gateway for Go
JustVugg/anybridge
Any website, within reach of any agent. Captures a site's native WebMCP tools and generates the bridge from the live DOM when there are none, exposing both over MCP to Claude Code, Codex and any MCP client.
JustVugg/coocon
Sandboxed code execution daemon with enforced memory, CPU, and output limits. JSON API for humans and AI agents.
JustVugg/agentmw
Open-source middleware for AI agents — catches mid-run failures,compresses stale context, and grows a reasoning library across runs. Any model, any framework.
JustVugg/dbcli
Lightweight, agent-optimized database CLI with one-shot schema introspection, column profiling, and ERD generation.
JustVugg/YOLOv5-Lite
🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
JustVugg/onnx2tf
Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.
JustVugg/DBNet.pytorch
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
JustVugg/nalo
Open-source Durable Objects for live applications.
JustVugg/tuneforge
An MCP server for dataset generation, fine-tuning, RL, and evaluation of LLMs — directly from your coding agent.
JustVugg/MobilenetV3
A tensorflow implemention of MobilenetV3
JustVugg/duffydiff
DuffyDiff is a modern, user-friendly text comparison tool built with Python and Tkinter. It allows users to easily compare two text files, navigate between differences, and merge content between files.
JustVugg/Mqttcpp
A lightweight and fast C++ library for building MQTT clients and brokers, with support for QoS, authentication, security, persistence, and user/session management.
JustVugg/Biptoken
Fast BPE tokenizer with guaranteed perfect text reconstruction. 2x faster than tiktoken at encoding/decoding while preserving all whitespace and formatting.
JustVugg/Win11CompatibilityChecker
A lightweight desktop application that checks your system's compatibility with Windows 11. Provides detailed analysis of hardware requirements including CPU, RAM, storage, TPM, Secure Boot, and more. Features a user-friendly dark mode interface with comprehensive recommendations to fix compatibility issues.
JustVugg/openface
Face recognition with deep neural networks.
JustVugg/TensorFlow-Examples
TensorFlow tutorials and code examples for beginners
JustVugg/BSRGAN
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (PyTorch) - We released the testing code!