Stop treating AI like an oracle. Treat it like a Unix pipe. I've built a zero-trust observatory that records wire-truth logs to keep human oversight in the loop at the production boundary. Read the methodology here: #AISafety# #LocalFirst# #UnixWay#

zg is a local-first search tool that combines exact text matching, keyword ranking, and meaning-based search in one interface, so you can find things in code and documents by wording or intent without sending data off your machine. Explore it here:

NeumanOS: A local-first personal OS that runs in the browser Combines notes, todos, calendar, spreadsheets, and an AI terminal in one place: • No account, no backend • Data stays in browser IndexedDB by default • Supports Ollama local models + multiple AI APIs • Spreadsheets with 400+ Excel formulas • PWA install & self-hosted deployment Worth checking if you like local tools and AI workflows. 👉 #OpenSource# #LocalAI# #Ollama#

MiaoYan is a local-first Markdown editor for Mac and iPhone. Notes stay as Markdown files. No account or lock-in. Mac gets safer note switching and smart paste. iPhone adds syntax highlighting, image paste, and cloud folders.

New research: Portable Computer is a local-first agent for private and cost-effective work. With an on-device 27B model, our harness scores 82.6% on real knowledge work, beating open-source harnesses Pi and Hermes. Our post-trained PPLX 27B reaches 85.4%.

Meet June: your private AI agent now with local models on your Mac. Turn the wifi off: Agent, dictation, meeting notes, and your files all in one workspace. 100% free to use with local inference. Open Source. MIT. Local first. Try it:

QVAC Workbench 0.7 is here. We’re making local-first intelligence faster and more intuitive. This update removes friction between your hardware and your workflow, making sovereignty feel much more seamless. Desktop - GPU Embeddings: Faster document processing by leveraging local GPU power - Smart Search: Higher quality results with transparent source links. - Efficiency: New keyboard shortcuts and bulk thread deletion. Mobile - iOS Persistence: Improved background handling so the app stays active when minimized. - Edge Compute: GPU-accelerated embeddings brought to mobile. The foundation of stable intelligence is moving forward. Run it on your own hardware and own your future. Download 0.7 today.