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Open Source

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Thursday, 23 July 2026

Andrew Ng Just Released OpenWorker: An Open-Source, Local-First Desktop AI Coworker That Returns Finished Deliverables Instead of Chat

MarkTechPost 2 months ago 42

Andrew Ng released OpenWorker, an open-source desktop application that functions as an AI agent producing finished work deliverables rather than chat responses. The system runs locally on a user's machine with a four-layer architecture comprising a Tauri 2 desktop shell, Python FastAPI server, tool connectors, and a model router supporting 30 curated language models including OpenAI, Anthropic, Google, and local options via Ollama. Users gain control through a typed permission system that classifies actions into four risk levels and offers five permission modes, with all conversations and credentials stored locally rather than in the cloud.

Petals

petals.dev 2 months ago 40

Petals enables users to run large language models like Llama 3.1 and Mixtral on consumer-grade hardware by distributing model layers across a peer-to-peer network similar to BitTorrent. The system achieves inference speeds of up to 6 tokens per second for Llama 2 (70B) and supports fine-tuning and custom model paths through PyTorch. This approach makes running billion-parameter models accessible to individuals without enterprise-grade infrastructure.

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