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 (…
The article compares three local LLM-based code completion tools—Zed AI, Continue, and Cursor—highlighting their strengths and weaknesses for different workflows. It notes that local models offer priv…
An experiment using local Large Language Models (LLMs) to perform security checks and code quality reviews, motivated by rising costs and new limits for cloud-based LLM APIs. The author selected the `…
DeepSeek TUI, a terminal user interface for DeepSeek's models, has gained nearly 33,000 GitHub stars in two weeks. The tool can run against other providers including local models via Ollama or oMLX, a…
Security teams should avoid sending sensitive threat intelligence data to cloud-based AI APIs due to compliance and data control risks. It introduces "The Sovereign Hive," a local-first AI system that…
DB-GPT is an open-source framework that allows users to query databases using plain English, automatically translating natural language questions into SQL and executing them locally without requiring …
In April 2026, Tencent's WeChat team released WeKnora, an open-source RAG framework under the MIT license, which is production-tested at scale on WeChat's Dialog Open Platform. It features an autonomo…
OpenGuard is an open-source, self-hosted static code analysis platform that serves as an alternative to tools like SonarQube, enabling developers to scan codebases, track security issues, and manage r…
AI-generated code is neither inherently good nor bad, but rather acts as a "mirror" that amplifies the skill level of the programmer using it. While skilled developers can use AI to produce better cod…
The article compares three AI integration tools for Laravel developers: the official Laravel AI SDK (first-party, production-stable with Laravel 13), Prism PHP (a community-built unified LLM abstracti…
Legal Buddy**, an AI-powered legal assistant built for the Gemma 4 Challenge that operates entirely locally via Ollama to ensure user privacy. It helps users understand, review, and draft legal docume…
Creation of Openbench AI, a desktop chat application designed to run local large language models (LLMs) offline via Ollama, eliminating the need for cloud services or complex setup. The app allows use…
The author published a popular Dev.to article about building a local RAG system using Docker and Llama 3, which generated significant engagement and algorithm-friendly buzz. However, the $59 Dockerize…