I have done interviews with companies that I generally thought were wholesome enough, but you can't control how individuals feel on certain days, they could be going through some dark days at home etc.
I'm not sold on AI interviews, but it could actually end up letting you fully share your experience more than a human could on average.
I am building an entire GPT model framework from the ground up in Typescript + small amounts of c bindings for gpu stuff. https://github.com/thomasdavis/alpha2 (using claude)
Don't hate me aha and no, there is no reason other than I can
I've been using claude code to code my own gpt model from absolute scratch in type script with c code it generates for the gpu. Anytime it wants to use cuda or some lib to do things faster I can keep telling it to write it in typescript or c etc lots of fun and it actually works lol
Also, I'd love to use these sound effects, but I am an rts player and love aoe and wc franchise, these noises just trigger me to want to play too much.
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Also, also, if you haven't seen AgentCraft, you are missing out -> https://x.com/idosal1/status/2021661861163544818 (worked in one npx command for me using my claude, a+ for creativity and smoothness)
The idea of representing UI as state goes back forever, I’m not that old but at least in the advent of the web, plenty of JSON -> UI specs or libraries have came into existence. If the specification is solid and a large portion of people agree upon it, I don’t doubt it will take over what we think of UI. (current contenders are json_render, a2ui etc)
The first benefit being that if I can describe my entire UI and the actions each component wants as json, theoretically, I can pass that file to any client to render be it mobile, react, a java swing app etc The responsibility of rendering becomes of anyone who wants to do it.
UI JSON -> UI Framework <- Design Tokens
Above is a simple way of describing how it would generally work. Where the UI framework can be whatever it wants to be as long as it knows how to connect up the UI JSON in a meaningful way.
Now for existing apps and their respective UI’s it’s never made all that much sense to describe how your components behavior in state, useful for some, and many have done it, but a hard pitch for others.
In the agentic era, the pitch is a lot more appealing.
- LLM’s are great-enough at writing JSON
- A lot of people are sharing the sentiment that they can just vibe code small apps for themselves. Hinting at they love the actual ability for full personalization.
Though having the user generate HTML and the rest all the time by LLM’s is more error prone, slow and costly.
The user can just ask an LLM to compose a composition of components in JSON laid out how they want and connected to the API’s they care about. (that can be rendered anywhere)
Personally, if I had a catalogue of 100 distinct services/API's, and I could ask an LLM to generate a UI in JSON that I can copy and paste anywhere to render it, I would be in heaven.
If I had subscriptions to services that; (fake services)
- EMAILR: Sent Emails
- BOOKLAND: Explore books
- DEEP_RESEARCHER: Researches Topic
I could ask an LLM to "With my services, EMAILR, BOOKLAND and DEEP_RESEARCHER and their attached tools.
Can you generate me a dashboard that lists out the top 20 BOOKLAND books, below each one added a button that posts the book title to DEEP_RESEARCHER when I click it. Also add a button below each book that uses EMAILR to email me them"
Users could share their layouts and what they like and you could end up with a market place or sane defaults for those who don't want to bother with describing what they want. No longer do you have to rely on the UX team of the service for it to be laid out how you want.
There is a metric tonne of work that has to be done to make a specification that can handle more complex things. But I'd bet a lot of users will learn to love and appreciate that the 5% of features they care about they can finally just actually place how they want it to across all their disparate apps.
Somewhere should definitely make this for missing persons.
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