A developer demystifies AI agents by explaining they are not magic but rather LLMs combined with orchestration, context, and tools. They built a simple AI agent in TypeScript and Node.js, available on…
A developer built Mitii, an AI coding assistant with a multi-mode architecture that runs entirely locally using Qwen3-Coder (30B) via Ollama. In a manual benchmark of 515 tasks, Mitii achieved a 78% o…
Ollama, an AI platform that simplifies running open-source models locally, has reached 8.9 million developers and is used by 85% of the Fortune 500. The company raised $65 million in Series B funding …
Nika is a new open-source workflow language for AI that turns repeatable AI tasks into portable, auditable files. The tool, built as a single Rust binary, allows users to define workflows with four ve…
DocuBrowse, a new desktop application, turns local document collections into searchable knowledge bases using AI-powered semantic search and summaries, all running offline with no internet or API keys…
A user on the Hugging Face forum asked how to download a model from Hugging Face and run it locally with Ollama on a MacBook Pro. Other users recommended tools like LMStudio and explained that Ollama …
A MacBook M5 Max user reports that Open WebUI's native mode fails to retrieve from knowledge bases with a 'str' object has no attribute 'items' error, while legacy mode works. The user, running a self…
A developer's guide maps the weekly release patterns of generative AI tools in 2026, evaluating discovery strategies across six platforms including GitHub Trending, Product Hunt, and Hacker News. The …
A developer published a practical guide on building a low-cost AI customer service chatbot in 2025 using free tools like n8n, Ollama, Twilio Sandbox for WhatsApp, and Google Sheets. The guide outlines…
A developer reports three production issues with Ollama serving llama3.1:8b-instruct-q4_K_M for multi-turn conversations in Spanish, including the model treating a second system message as a response …
A developer advocates for running large language models locally using Ollama to ensure data security, especially when processing sensitive business data like production plans or financial details. Oll…
Nginx Proxy Manager (NPM) ships with conservative defaults that cause performance issues under real traffic, such as upstream timeouts, 502 errors, and SSL handshake latency. An engineer details how t…
A developer published a guide for running self-hosted large language models locally using Docker Compose with Ollama and Open WebUI, enabling a private ChatGPT-like experience without sending data to …
A developer shows how to pair Ollama with OpenClaw to run local AI models inside agent workflows, enabling testing of models in practical, tool-driven environments rather than just chat windows. The g…
A developer evaluated Google's Gemma model for local AI inference in African tech contexts, finding it practical and cost-effective for startups with limited hardware. The developer built a minimal Go…
Help Net Security published a roundup of 20 open-source cybersecurity tools that leverage AI for vulnerability research, application security testing, container security, endpoint protection, AI secur…
Ollama 0.31 introduces multi-token prediction for Gemma 4 on Apple Silicon, cutting token generation time by 90% on Aider's coding benchmark. The update automatically accelerates local coding agents w…
ForkMind, a new open-source tool that treats LLM context windows like Git repositories, launched to help developers branch, debug, and compare AI conversations locally. The tool captures every LLM cal…
A developer replaced Claude Code with open-source coding agent OpenCode for two weeks, finding it 78% slower but keeping it due to its model-agnostic design that unifies local and hosted AI models. Th…
Kotro Labs released Kotro Proxy Engine, an open-source Rust sidecar that acts as a local AI governance layer to reduce token usage and prevent runaway costs in agentic coding workflows. The tool featu…