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Never heard of Beeware, but Astral's products have transformed my python workflow (uv, ruff).

Is Beeware that transformational ? What does Beeware do and what is its maturity level?


Many Americans still think of cities as modernist concrete, interstate exits and parking lots. In this imagination, social trust is eroded by homelessness, drug addicts and variety of crimes endemic to inner cities. Unfortunately, cities that were razed for cars fit some of these stereotypes.

In fact, parts of SF match the description too. This story would have unfolded differently in SOMA. Even in safe neighborhoods, (eg: Mission Bay, Rincon Hill) large towers, 5 lane roads and 35+ mph thru-traffic discourage neighborhood vibes.

> has some truth to it in both cases, but amounts to uncalled-for negativity

I disagree. This isn't a case of 'both sides'.

Cars destroyed American cities. Then Americans moved to gated suburbs that did everything in their power to limit through traffic and therefore the destructive onslaught of cars. Suburban residents demand easy access to the city by car, but reject the car in their own neighborhood. Suburbs want to have their cake and eat it too, at the expense of city residents. In contrast, cities do not impose their wants or needs onto suburbs. The resentment by city dwellers towards suburbanites is justified.

Fortunately some cities escaped razing. Boston, NYC, DC & SF have many neighborhoods that enable wonderful stories such as this.


That said, I think it's worth acknowledging that not everyone in the suburbs actively chose that setup


Other than user error (forgetting to clip) are there any other negatives to auto-belay devices?

Climbing is unique among sports in that you have to trust a random person to keep you alive through the most common action within the sport (falling)

Given its rising popularity, the sport should be safer by default.


Yep.

Jong-Hee was self-made, and did not come from a Chaebol family. Samsung is controlled by the (founding) Lee family, and as of 2025, Samsung's executive chairman (Lee Jae-yong) is the family patriarch.

Samsung might not have been his baby, but glad he could taste the very pinnacle of power in SK before death came knocking.


Definitely unpopular opinion.

I love 4 seasons. But the weather and day length make for a difficult half-year from Oct - Mar. The NE corridor has some of these traits, but it was a lot easier to deal with there. In the NE, rain & grey-skies aren't as persistent. In Seattle, a month can go by without seeing the sun.


Yep, a sabbatical is taken to mean laid off and low performer. Have to sign an offer before leaving the old one.


Has to do with H1b visas.

Post layoff, a person on H1B has 2 months to sign a new job offer or they must leave the country.

Majority of Indian and Chinese H1bs do not have green cards, and are the main group that suffers. Some of these folks are well into their 30s, with kids and houses in the US.


I’m familiar with H1b visas. Yes it’s an irritating situation for an immigrant to be in but it’s not as bad as you make it out to be.

If you have good life savings, you can convert to tourist visa, and stay in the country for an additional 6 months and a higher hassle when restarting your career.

You can leave the country, and get back as long as your H1b is still valid.

If your spouse is working, you can be convert to being a dependent on them with H4 visas.

At the end of the day I think the government should not let people end up in such a situation. After the 6 year H1b deadline, I would prefer if the government just sends a notice to those that it thinks can immigrate long term and send the rest back. At least then we won’t have the ridiculous situation of upending families and children who have started schooling just because their parents lost a job.


I'm kind of curious how they have houses in the US. I'm from Europe but I would have kind of assumed that banks aren't willing to lend to someone without residency pinned down or would only do so at extortionate rates. I also kind of assume most wouldn't be able to pay for a house outright.


In the US, it's common for folks to sell a house with a partially paid loan. Makes real-estate a liquid asset and that reduces risk. Further, it's low risk for the bank because they can always repossess the house if something goes wrong. A resident who falls on hard times can missa lot of payments before repossession can be forced. An H1b on hard times has 2 months to leave the country. This means at worst, they'll miss 1 payment before they're forced to sell the house. Much lower risk for the bank.

If you pay your monthly installments and have solid financial health (good credit score, high income, paid your taxes) then you'll get a standard deal. H1b Indians are on 30-50 yr queues for green card. Buying houses without residency is the norm, not the exception.


>H1b Indians are on 30-50 yr queues for green card.

What do you mean by this? Surely they don't have to stay and work 30-40yrs before they can expect permanent residency?


Unfortunately yes. That is exactly how it works. Most Indians on H1b will never get a green card despite having an approved green card application. (the I140)

Indian wait-times are expected to be between 20-60 years. It is ~10 years of the Chinese & Mexicans. Everyone else gets a green card within 1-2 years.


25(federal)+8(social security)+5(state) is a common combination. That's 38%.

God forbid you live in NYC and it can gonna to 42%


A single W-2 earner making $1 million has a 33.49% effective federal tax rate (OASDI, Medicare, Income) taking only the standard deductible and doing nothing else to lower their taxable income (no tax advantaged accounts, not spending enough in categories that allow itemization, etc.). A single non-W-2 earner (has to pay the employer part of payroll taxes) has an effective rate of 34.84%.

If they're married the rates are 29.62% (W-2) and 30.97% (non-W-2), under the same assumption that they do not do anything to qualify for either reduced taxable income or any kind of rebate or credit.

Most people don't make $1 million, and those that do have ways to reduce their tax burden quite a bit without much trouble.

EDIT: Small modifications to the numbers above, they were off by about 0.4% to 0.5%.


Social security is 6.2% and is capped (you only pay social security taxes on a max income of $168,600). So if your income is 168,600 you pay $10,453 in social security taxes.

And if your income is $1,000,000 you still only pay $10,453 in social security tax.


$176,100 this year, and you should also include Medicare which is 1.45% and has the same cap. That does mean a base 7.65% federal tax rate for most W-2 earners. But when you work out the math on the effective tax rates for income tax (not payroll) it takes a lot to hit 25% as your effective federal income tax rate.

Around $350,000 gets you to a 24.8% effective federal income tax rate if you're single and only take the standard deductible, $700k if married. That puts you in the top 3% and 1%, respectively, of incomes in the US these days.

But that gets reduced when you include things like tax advantaged retirement accounts, various tax credits, dependents, paying for health insurance, possibly being able to itemize (more likely at those incomes than the US median income). So really you have to be making something like $400k-500 as a single person to hit 25%, and $800k+ for a married person.


How does the 500gb vram compare with 8xA100s ? ($15/hr rentals)

If it is equivalent, then the machine pays for itself in 300 hours. That's incredible value.


A100 has 10x or so higher mem bandwidth


Per nvidia [1] A100 has memory bandwidth up to 2,039. So not 10x, more like 2x.

[1] https://www.nvidia.com/content/dam/en-zz/Solutions/Data-Cent...


That's for 1, they were asking about 8x A100s, so 16x. H100 is double again.


No? Paris, NYC, Tokyo, Singapore, Shanghai, London are all dense urban jungles. Doesn't stop them from being desirable.


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