Thank you, it was inspired by caveman skill hence the name :) It's like formalized caveman. I think there is still some work to make it better/more intuitive/easier.
Last week, my wife who grew up in a hilltribe away from the modern world was using Gemini for this exactly. She found out that some face cream she bought was fake. I've been working with AI for the last 8 years. I didn't want to pollute her mind with AI and tech because I love the way she walks around thinking about fruit and trees and nature but she learned how to use AI by herself. She uses it for learning how to do things in "the city" like booking airplanes and hotels and asks Gemini questions all the time.
I hope you also tell her it's a liar. Sure it's useful for some things, but when it doesn't know, it'll just make shit up. It also peppers its answers with references now, but checking those refs will frequently show they offer no support at all to the AI's point.
"Less than 10% of those interactions fully automate tasks." - that's because they are measuring use of Google's models. People are using Antrophic's models for automation and coding. My wife is from a tribe in the mountains where they live like they live off the land, cooking with fire like they did 1000 years ago. She uses Gemini to learn how to live in the city - book flights and hotels, stuff like that. I use Claude Code every day to automate my tasks. Google has a very different type of user than Antrophic and Open AI.
Automation is also a squishy term I’ve been playing around with Hermes agent the last few weeks, and I found it very difficult to find useful things that you can do by itself. And even at work, most of my AI usage is rather interactive other than research task that I can send fire and forget.
Reminds me of my first websites. I had a book with HTML tags and I tried to add a form with a submit button. It didn’t work, I had no backend, I don’t think I had a concept of what a backend was at that point. I’m not even sure what I expected to happen with that form.
Apple's Foundation Models framework (shipping in iOS 27 / macOS 27 this fall) is the standard Swift API for on-device AI — the same API Apple uses for their own small model. This package makes Claude plug into that same API as a drop-in swap.
// Apple's on-device model
let session = LanguageModelSession(model: SystemLanguageModel.default)
// Claude — same API, just different model constructor
let session = LanguageModelSession(model: ClaudeLanguageModel(name: .sonnet4_6, auth: auth))
One API, two tiers. You write your app once against the Foundation Models protocol. On-device model handles fast/free/private tasks; Claude handles heavy reasoning, long context, or capability gaps — you swap the model, not your code.
You don't call the Anthropic API directly. Apple's framework handles streaming, tool calling, and structured output (@Generable) — you just get Claude's capability through it.
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just wondering... do you think bun's rewrite with ai was vibe coded or engineered with ai? i know it wasn't perfect in the beginning but i think it was good engineering and what was built will make it faster and better.
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