Notes fromthe work itself.
Practical writing on AI operations, automation and running a business with systems that actually work. Case studies from our own builds, plus plain-language explainers with sources you can check.
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Run AI on Your Computer for Private Business Docs
Local AI tools like Hob let you process sensitive documents without cloud exposure, keeping data secure on your own hardware.
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Browser Harness: Let AI Use Your Chrome Browser
An open‑source tool lets AI agents drive your logged‑in Chrome, automating web tasks while keeping your accounts and data intact.
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What Apple’s Agentic Siri Means for Your Small Business
Apple is racing to make Siri more agentic. Here’s what that means for small businesses.
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Paca: AI Agents Join Your Scrum Board as Teammates
Paca is a free, open-source project management tool where AI agents work alongside humans as equal teammates.
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Parlant: Build Custom AI Chat Agents for Your Website
Open-source platform lets you describe agent behavior, then a coding agent implements it.
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How Heimstaden’s AI Property Management Model Applies to Small Businesses
Heimstaden uses AI to automate tenant communication and maintenance. Here is what this means for small property managers and other service businesses.
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OpenAI Images 2.6: Faster, Animated, and More Precise Visuals for Small Businesses
OpenAI’s Images 2.6 speeds up image generation by 50%, adds GIF creation and finer editing controls, giving small businesses a faster, cheaper way to produce visual content.
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Agenta: Building AI Coworkers for Small Business Teams
Agenta is an open-source workspace where small business teams build AI agents by chatting, automating tasks and integrating with existing tools.
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Hob: Running Private AI on Your Own Computer
Hob is a free, open-source desktop app that runs AI models locally, keeping business documents private and offline.
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What OpenAI’s New Infrastructure Policies Mean for Your Business
OpenAI has introduced new policies to protect local resources and create jobs. Here is what this shift in AI infrastructure means for small business owners.
Find your most promising first project.
The free AI Opportunity Snapshot takes about two minutes and points at the places automation is most likely to pay off.