OpenCrabs AI Agent: Self‑Hosted Bot That Learns and Fixes Itself
OpenCrabs AI agent is a self‑hosted bot that learns from its own actions and fixes mistakes without human help. It runs locally, keeping data private while improving over time.
Self Hosted AI Agents
A clear, practical guide that explains what self hosted AI agents are, how to build them, and how to run them safely using OpenCrabs and local models.
OpenCrabs AI Agent: How the Self‑Hosted Bot Learns and Fixes Itself
OpenCrabs is a self‑hosted AI agent that learns new skills, self‑heals, and runs on your own server. It’s open‑source, cost‑effective, and highly customizable.
Mixture of Experts Guide
A clear, simple guide to Mixture of Experts models, including how they work, training tips, and deployment advice for teams.
Agent Ready Models
A clear, practical guide to picking and using agent ready models for tool calling, long tasks, and production agents.
Gemma 4 Open Model: Google’s New 31‑Billion‑Parameter AI Tool
Google’s Gemma 4 is a 31‑billion‑parameter open‑source language model that’s now the third‑ranked open model worldwide. It can run on a single high‑end GPU, supports fine‑tuning, and handles over 50 languages.
Frontman AI Tool
Frontman AI tool is an open‑source bridge that lets AI agents interact with a live web app by exposing the DOM, logs, and events as MCP resources.
OpenCrabs AI Agent: Self‑Hosted, Self‑Healing Bot for Developers
OpenCrabs AI Agent is a self‑hosted, self‑healing bot that lets developers run AI locally with multi‑profile support and custom tool integration.
Self‑Adapting LLMs: AI Models Checking Their Own Work
Self‑adapting LLMs are a new wave of AI that can double‑check their own answers before sending them out. This article explains how they work, why they matter, and how developers can use them.
Multimodal Agent Dev Kit
Guide explaining multimodal agent dev kit essentials, steps to build a demo, and tools to use for audio, images, and video.