Having multiple teams with one code base that has one database is fine. Every every line of code, table and column needs to be owned by exactly ONE team.

Ownership is the most important part of making an organization effective.

(ordered from best to worst)

1. Author using AI well

2. Author not using AI

3. Author using AI poorly

With the gap between 1 and 2 being driven by the underlying quality of the writer and how well they use AI. A really good writer sees marginal improvements and a really poor one can see vast improvements.

Are you saying that the data is wrong and the only way to know what it's truly like to make it in America is to not live there? That's sounds insane.

Why do you have so much certainty about what it's like in the US now vs 70 years ago when you're not American?

If you don't believe the enormous amount of freely available data on the internet. I am American, I had grandparents who were American. Poverty was a whole different beast in the 1930's compared to today.

I don't know many people who would rather live in a house without climate control than an apartment. A house from 1936 with no improvements is worth very little. When purchasing a house like that you're mostly buying the land.

> Car technology in the past was worse, we know that. Cars were more affordable though.

Car ownership in 1936 was far below what it is today.

> Like today then.

No, groceries were far more expensive. You can buy far more gallons of milks, eggs, lbs of ground beef, or potatoes at today's prices with todays median wage than you could in 1936 on the 1936 median wage. We have records of how much people made, and the cost of basic staples. This isn't something you need to guess about you can just google it.

> Young people are rotting at home unable to go ahead with their lives because wages nowadays are not enough to pay for a house and a family. Why do people try to deny this obvious reality? Productivity didn't benefit everyone equally and people in the past had more opportunities to build a life inside a standard that was socially acceptable.

Because 100 years of data says that this is a difference in expectations vs people being poorer. Yeah housing is more expensive than it should be due to regulation but despite that people are still much better off.

For two reasons.

1. They're illegal. You're not allowed to build a house to 1936 climate, safety, and fire codes with un-licensed labor. And boarding houses were effectively banned.

2. Market. Most people would rather live in a smaller apartment than 1936 style un-climate controlled death trap.

And the reasons are the same for cars. You legally can't sell a new 1936 car, and even if you could most people would rather drive an 10 year old civic.

If they had a car they most likely shared it. It was far less safe, didn't have AC, guzzled gas and polluted.

Never ate out and spent a third of earnings on cheap grocery store staples.

College and healthcare was much cheaper, and they got a lot less of it.

We're benefiting greatly from the increase in productivity. We just view our great-grandfather luxuries as our necessities.

i.e They made more money on 3.5 than 3.5 cost to train, but didn't make enough money on 3.5 to train 4.0.

See Roland G. Fryer Jr's, the youngest black professor to receive tenure, experience at Harvard.

Basically when his analysis found no evidence of racial bias in officer-involved shootings he went to his colleagues and he describe the advice they gave him as "Do not publish this if you care about your career or social life". I imagine it would have been worse if he wasn't black.

See "The Impact of Early Medical Treatment in Transgender Youth" where the lead investigator was not releasing the results for a long time because she didn't like the conclusions her study found.

And for every study where there is someone as brave or naive as Roland who publishes something like this, there are 10 where the professor or doctor decided not to study something, dropped an analysis, or just never published a problematic conclusion.

Compared to like a phase 3 clinical trial, sure. Compared to your average paper, and especially your average business paper I don't think that's the case.

But if you're taking the time to build out side projects I'd open them so you can put them on your resume. Doesn't make sense to me to hamstring your resume so some kid you don't know gets a slighter better score in some cs class.