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We are trying to design our kitchen for a renovation and I can see how these 3 constraints would be useful for us to do for something more about design than software.

I’m gonna go do these…


people space, storage space, operations space... everythings a space? too basic? what about space and flow, flow of people, flow of light, flow of food, transitions etc... heh, this is fun

Cost is the primary constraint for most people and the tighter money is the more creative your solutions need to be.

This has already helped me find extremely useful writings on a niche topic of mine. Thank you!


Just sharing what I know. :)


@sandGorgon8, thank you.

I was just telling some ex coworker friends that there was a great need for a compose frontend to more powerful infra backends, and this feels like the answer.

Once I get working on it I’ll try to add health check support. That is crucial for a lot of what we’re working on.


hey thanks so much !

just curious - i actually didnt focus on healthcheck because i wasnt sure if anyone was using it. are you using it for local dev ?


> And they didn't even bother to test the most important thing. Were the LLM evaluations even accurate!

This is not true; the professor and the TAs graded every student submission. See this paragraph from the article:

(Just in case you are wondering, I graded all exams myself and I asked the TA to also grade the exams; we mostly agreed with the LLM grades, and I aligned mostly with the softie Gemini. However, when examining the cases when my grades disagreed with the council, I found that the council was more consistent across students and I often thought that the council graded more strictly but more fairly.)


This is top 10 for greatest HN deep dives. I learned something new almost every sentence, and could not complete it on my first attempt.


There are a couple big problems with this type of digital and decentralized type of authentication (I say this as a long time cryptocurrency professional who wants this to succeed):

1. backups and account recovery: We’re working with humans here. They will lose their keys in great numbers, sometimes into the hands of malicious actors. How do users then recover their credentials in a quick and reliable manner?

2. Fragmentation: let’s be optimistic and say digital credentials for drivers licenses are given out by _only_ 50 entities (one per State). Assuming we don’t have a single federal format for them (read: politically infeasible national id) how does facebook, let alone some rando startup, handle parsing and authenticating all these different credential formats? Oh and they can change at any time, due to some rando political issue in the given state.

OP, you clearly know all this, so I’m just reminding you as someone down in the identity trenches.


1.Backup and recovery with this solution is no different from backup and recovery of your phone. It is a potential issue but not unique. Cryptographic certificates and associated keys reside on your device.

2.The data format issue is (or was) indeed a concern though it was never insurmountable. A data dictionary would have been the most straight forward approach to address it: https://cipheredtrust.com/doc/#data-processing

I say data format discernment was a concern because as faith would have it, we now have the perfect tech to address that, LLMs. You can shove any data format into an LLM and it will spit out a transformation into what you are looking for without the need to know the source format.

Browsers are integrating LLM features as APIs so this type of use would be feasible both for front and back end tasks.


You seem like a knowledgeable crypto user. Can you help integrate lightning payments with x402? Then we'll be rid of this Base/corporate-tech nonsense.


This already exists (L402 -- formerly known as LSAT), and pre-dates x402 by several years:

  * https://lightning.engineering/posts/2020-03-30-lsat/

  * https://docs.lightning.engineering/the-lightning-network/l402


If he was, he wouldn't be shilling blockstream solutions.


Heads up, your docs for “Getting Started > Multi-app integration > open source” point to a broken link for the open source code:

https://docs.klavis.ai/documentation/quickstart#open-source

Add a call to the mintlify cli ‘mint broken-links’ into your CI and you should be set!


Thank you! I did not know this trick! I am fixing this now.


I’ve been looking for something like this. The problem is, when to find the time to do it.


This isn’t enough information about the study to tease out cause and effect. There may be a third confounding variable that positively impacts both entrepreneurship growth and Starbucks growth.

For instance, what if Starbucks only decides to move into neighborhoods that have reached a certain level of economic growth (ie number of households, number of business, etc…)? Neighborhood economic growth would likely attract entrepreneurs as well, and we wouldn’t be able to conclude that Starbucks had anything to do with entrepreneurship growth.

Said a different way, would adding Starbucks in the middle of the Atacama desert grow Peruvian entrepreneurs? I mean come on it’d be the only third space around!

I can’t read the full paper because I don’t have a subscription, but the fact that they don’t call this out in the abstract makes me doubt it’s a meaningful conclusion.


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