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…
Creation of a GitHub bot that uses a local large language model (LLM) via Ollama to automatically review pull requests. When a PR is opened, the bot receives a webhook, retrieves the code diff using G…
Creation of "Local Gemma 4 Content Radar," a privacy-focused editorial tool that runs the Gemma 4 AI model locally to analyze content signals and produce structured publishing decisions. The tool proc…
Memonia, a new AI memory workspace designed to solve the problem of lost project context between AI tool sessions. It features persistent project memory, task tracking, session reports, and automatic …
This article compares three dominant tools for local LLM inference in 2026: Ollama, llama.cpp, and vLLM. Ollama is recommended for personal, non-technical use due to its ease of setup, while llama.cpp…
While llama.cpp's router mode allows loading and unloading individual models via HTTP API calls to `/models/unload`, there is no built-in "unload all" endpoint. The recommended approach for unloading …
Running local AI for software development is not a cost-free solution, as it simply shifts the expense from cloud subscriptions to expensive hardware upgrades, requiring at least 32GB to 64GB of RAM f…
Forge is a reliability layer for self-hosted LLM tool-calling that uses guardrails and context management to dramatically improve performance on multi-step agentic tasks, boosting an 8B model from 53%…
Tool-using research agent built for the Gemma 4 DEV Challenge, which runs locally on the Gemma 4 e2b model via Ollama using roughly 200 lines of Node.js code. The agent accepts a question, selects bet…