Applied AI,
minus the hype
Short, practical takes on the AI that actually matters for small teams and community orgs. Grassroots news, real tools, and one thing to try this week.
Univer 1.0: A Free, Local Office Suite Where AI Agents Can Actually Do the Work
All six business document types in one open-source toolkit, with AI agents built in as first-class collaborators.
A $104 AI Decision Model That Runs on Your Laptop, No GPU Required
A small Brazilian AI lab trained a decision model for $104, and it runs free on your laptop.
The Top-Ranked Open AI Model Just Became Free
Xiaomi's AI lab released MiMo-V2.6, the highest-ranked open-weight model in the world, under MIT license. The API costs less than most paid tools.
Eight Free AI Employees for Your Business: One Repo, Zero Subscription
A solo dev just open-sourced eight fully scheduled AI business roles. MIT-licensed, runs on your machine, and every routine shows you what it drafted before anything goes out.
A Zero-Click Hack Just Hit Four AI Coding Tools. Two Are Still Unpatched.
Independent security researchers disclosed Plugin4Shell this week: a silent supply chain attack that hijacks AI coding assistants through a plugin update, no click required.
Your Laptop Can Now Train a Custom AI on Your Business Data
Soup fine-tunes an 8-billion-parameter language model on a 4 GB laptop GPU, cutting cloud fine-tuning costs to zero for any small shop.
Chickadee: A Free Browser Extension That Reads Any Web Page Aloud
An indie developer just shipped a free open-source browser extension that reads any page aloud using local AI, with no subscription and nothing uploaded.
AI That Qualifies Your WhatsApp Leads, Free and Self-Hosted
A new open-source CRM puts an AI agent on your WhatsApp so you only see the conversations worth your time.
Free AI Coding Help That Runs on Your Own Machine Just Got Better
OpenHands v1.17 is a free, open-source coding agent you can run locally, and it handles real small-team tasks without a per-task subscription fee.
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