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# Local-First

5 posts
OpenHuman: The Local-Memory Digital Twin That Topped GitHub Trending
Open Source

OpenHuman: The Local-Memory Digital Twin That Topped GitHub Trending

OpenHuman is a GPL-3.0 desktop AI agent that builds a local 'memory tree' of your work — up to 1B tokens stored encrypted on your machine, 118 OAuth integrations, and an 80% token-compression trick. It hit #1 on GitHub Trending in July 2026. A 5,000-word dive into the architecture, the privacy model, the cost, and where your data goes.
2026-07-26 29 views
ODS: Turn Your PC Into a Private AI Server With One Command
Open Source

ODS: Turn Your PC Into a Private AI Server With One Command

ODS (Osmantic Deployment System) is an Apache-2.0, one-command installer that turns your PC, Mac, or Linux box into a private AI server — bundling local inference, Open WebUI, n8n, ComfyUI, RAG, voice, and image generation. A 5,000-word dive into what it wraps, the hardware-aware install, the cost, and where your data goes.
2026-07-26 17 views
OpenWorker: Andrew Ng's Local-First Desktop Agent That Ships Finished Work
Open Source

OpenWorker: Andrew Ng's Local-First Desktop Agent That Ships Finished Work

OpenWorker is Andrew Ng's MIT-licensed, local-first desktop agent that returns finished deliverables — a drafted report, a triaged inbox, a calendar fix — instead of chat. A 5,000-word dive into its architecture, the typed permission engine, the model matrix, how it differs from cloud agents, what it costs, and where your data goes.
2026-07-26 20 views