Google's Gemma 4 is a new family of open-weight AI models that brings advanced capabilities—including multimodal input, a 128K context window, and a dedicated Reasoning Mode—to local machines, narrowi…
Based solely on the provided text, the article describes the creation of **ContextFabric**, a local AI memory layer powered by Gemma 4 that allows users to share portable, permissioned context across …
L.E.N.S. (Local Edge Native Studio) is a voice-guided photography coach designed for blind and low-vision artisans, such as hand-knit sweater makers, to independently verify and improve product photos…
The article summarizes OpenHuman, a new desktop AI agent that builds on the momentum of OpenClaw by focusing on persistent memory and environmental awareness rather than just task execution. Unlike st…
This article details a Retrieval-Augmented Generation (RAG) architecture built on AWS EC2 that uses n8n for workflow orchestration, PostgreSQL with pgvector for vector storage, and Ollama to run the G…
OpenVibe is an open-source desktop IDE that features a built-in AI coding agent capable of directly accessing the file system, terminal, and web search to execute full workflows. Unlike proprietary to…
The article argues that the Google Gemma 4 E4B (4B parameter) model is a breakthrough for offline AI, particularly in disaster scenarios where cloud connectivity is unavailable. It highlights the mode…
During major floods, such as the 2022 Pakistan Floods that displaced over 33 million people, communication networks often fail, leaving victims unable to signal for help. The SARA (Safety And Rescue A…
This article summarizes the experiences of four developers testing Google's Gemma 4 model for various development tasks, including local setup via Ollama, code generation, and AI-agent functionality. …
This article summarizes a book titled "From Problems to Patterns: Generative AI in .Net (C#)," which teaches .NET developers how to build production-ready AI applications using the full Microsoft AI s…
The author developed and published a Rust-based AI agent from scratch, which supports local LLM execution via Ollama, DuckDuckGo web search, and async execution with Tokio, distributed as a cross-plat…
This article provides a step-by-step guide for developers to set up a private, offline AI coding assistant on a standard laptop (8GB or 16GB RAM) without a dedicated GPU. The setup uses Visual Studio …
The article describes a technical setup for running a local AI coding assistant (Aider) on Apple Silicon Macs using a custom Python server with the MLX library for direct RAM loading of language model…
To integrate Hermes, an open-source AI agent by Nous Research, with Lynkr, a self-hosted Node.js proxy that routes requests to various LLM providers. Lynkr enables automatic cost-tier routing based on…
Creation of "Eve," a self-hosted, open-source AI coding assistant that runs locally on a user's GPU using Ollama, designed as an alternative to cloud-based tools like Claude Code and Cursor. Eve opera…
A broke college student built a free, local AI pipeline called "gemma-brief" to solve the problem of having no time to watch educational YouTube videos. The system runs overnight on a base MacBook Air…
Microsoft's Python Risk Identification Tool (PyRIT) is an open-source framework designed to automate red team testing of large language model (LLM) systems by chaining together targets, prompt convert…
Markus is an open-source platform (AGPL-3.0) for building and managing teams of AI agents that work collaboratively with defined roles, skills, and communication protocols. Unlike proprietary systems,…
Technical guide for platform engineers and .NET developers on building an AI-powered Internal Developer Portal (IDP) using Backstage. The tutorial explains how to create a .NET CLI tool that scans sou…
To build a self-hosted AI gateway using LiteLLM and Open WebUI to simplify management of multiple AI providers. By placing LiteLLM as a single gateway between user interfaces and various AI services (…