I printed the casing just to see - it actually does fit in my levi pockets (front and back), but looks and feels a bit ridiculous to actually walk around with

> software dev is a job for me that needs to generate income

sir, this is a hackernews

> This post is a <insert-startup-here> advertisement

same thing you said but in a different context... sir, this is a hackernews

Who's the designer? I assume the same as agents.cloudflare.com, finally something that looks creative and not based on purple gradients

Nanda is a great! https://x.com/nandafyi?s=21&t=eqRzxHltMiNrLXlna5kBEQ

not for the standard hosted APIs using structured output or function calling, best you can get is an array

And #1 on the jobs chart

Here's the screen recording version of a long exposure (thanks for the nerd snipe) - https://gist.github.com/spro/7599415b0e47de65311557b3454771a...

Perhaps this technique could be defeated by scrolling the background in the opposite direction as the text

That's what I was expecting to see. I didn't have a mount for my phone handy, to try it. The exporting of frames from a video is a good compromise though. nice one

my first instinct was "the slow one is struggling so it must be doing some heavy work"

It's been asked a few times, here are some links to get you started:

* https://news.ycombinator.com/item?id=36370684

* https://news.ycombinator.com/item?id=30752540

* https://news.ycombinator.com/item?id=9896369 (Python specific)

Thank you!

You might want to put your actual username in those links. Would also be good to see an example PDF or at least screenshot in there.

As a simplified example:

(memory) [2023-07-01] My daughter is 10

(memory) [2024-05-30] My daughter turned 11 today!

System prompt: Today is 2025-08-21

User prompt: How old is my daughter?

The vector DB does the work of fetching the daughter-age-related memories, your system decides (perhaps with another LLM) if the question needs time-based sorting or something else.

Still new to the rag space, but there op had an additional callout, "and [later] i call her by her name"

Is it capable to go from `[name] -> [my daughter as a concept] -> age` ?

Yeah good call, I missed that. I don't think there's a correct answer here, but it could be another step of the read or write. Either it would do another lookup of "my daughter" -> Name on read, or do a lookup on write if you already have a "my daughter is Name" memory. Whatever's less expensive in the long run. The graph memory someone else mentioned also seems like a good option there.

The agent loop takes care of that