ErnOS is a high-performance AI agent engine that runs entirely on your hardware. No cloud. No telemetry. No API keys required. Point it at any GGUF model via llama-server, and you get a full agentic system: a dual-layer inference engine with ReAct reasoning, a 31-tool executor, a 7-tier persistent memory system, an observer audit pipeline, autonomous learning, and a 12-tab WebUI dashboard — all compiled into a single Rust binary. [ https://github.com/MettaMazza/ErnOSAgent///](https://github.com/MettaMazza/ErnOSAgent) (Still a work in progress) . 🛡️ Built-in Quality Control Observer System: A background auditor automatically intercepts and forces retries for hallucinations, laziness, or ignored instructions. Ironclad Safety: Hardcoded, core-level boundaries prevent unauthorized system access or destructive actions. 🛠️ The Toolbelt (22 Local Tools) System Access: Executes terminal commands, reads/writes files, and edits codebases directly. Web & Media: Includes a headless browser, multi-provider web search, and local image generation. Sub-Agents: Spawns child agents for background task delegation. 🧬 Deep, Persistent Memory 7-Tier System: Mimics human memory with active scratchpads, comprehensive timelines, and saved user preferences. Skill Building: Converts complex problem-solving experiences into reusable procedures for instant future execution. 📈 Continuous Self-Improvement Background Learning: Continuously analyzes interactions to adapt to preferences and correct behavior. Sleep Cycles: Periodically compresses memories, prunes useless data, and solidifies new skills. Self-Training: Uses past successes and failures to automatically retrain and upgrade its core model. 🔬 “Under the Hood” Control Brain Inspection: Allows developers to view internal neural activations to understand the AI’s decision-making. Steering: Enables real-time instruction injection to alter personality or behavior mid-process. 🌐 User Interface & Flexibility 12-Tab Dashboard: A comprehensive web UI for chatting, managing memory, monitoring tools live, and adjusting settings. Voice & Video: Supports live, multimodal audio and video interactions. Model Freedom: Seamlessly swap between local models (e.g., Llama, Gemma) and external APIs (e.g., OpenAI) without code changes. submitted by /u/ErnosAI
Originally posted by u/ErnosAI on r/ArtificialInteligence