I have seen this so often that I sometimes wonder if it'd be more fuel efficient to let the 4-5 cars on the major roadway proceed (the traffic lights have cameras anyway) while letting the one car from the small street wait slightly longer or wait for a fixed amount of time.

I wonder if there's any traffic engineer on HN from California and if so, I'd love to hear an explanation/rationale behind the current approach.

Can't agree with you more. I review 2-3 PRs a day from my team of eight data engineers. Most of my team members use Claude to write SQL, dbt and Python code. Some of them use Claude a lot, some less so. I can easily tell when I review the code that is mostly Claude generated vs. the one that is not. In dbt models where we have a lot of biz logic in intermediate layers, that's where I really have a difficult time following Claude-generated comments. So much jargon copied over from other adjacent dbt models (yet inconsistently), and the prose is super choppy (for the lack of better word).

After reading a looooong sentence/comment line, I still can't figure out what it really means. Had to always re-read the line 2-3 times (sometimes, more) to sort of understand. Reading code, however, is so much easier and usually, I just skip to reading the code and then come back to the comments. :D

I immigrated from a very poor, military-ruled country to the US more than 20 years ago. It is very sad to see the democratic system and the rule of law eroding in the US. All the mistakes that I observed and lived through in my former country are being practiced in the US these days.

> I have no desire to keep working for random "Mikes" and "Bobs" in upper management that only care about their bonuses and stocks. Not in Big Tech, not in random startups, not anywhere else. "Mike wants this", "Bob wants that"... Gosh, I couldn't care less about their "direction"!

Agreed! That's one of my motivation to retire early. :)

I know I'm speaking from a rather (somewhat) privileged position. I myself don't consider working beyond 50 years of age. I have lived frugally/minimally and am confident that (unless WW3 happens or some sort of unexpected global catastrophe arrives) I can FIRE (retire frugally with my savings) before I hit 50.

I also know it's somewhat of a bubble, but Reddit has a lot of subreddits (like r/HENRYfinance/; r/Fire/; and r/coastFIRE/) dedicated for folks retiring early.

Observing that FIRE trend and the fact that AI psychosis (don't get me wrong, I believe AI is useful, but not to a level that humans will be entirely replaced) at work place will surely drive some folks away (or at least discourage them) from staying in the work force, I am not surprised that this trend is showing up in the data. Plus, a lot of millennials are child free (by choice), so they can afford to retire early as well.

``` Core Legislative PrioritiesMedicare Reform:

Fighting to fix stagnant physician payment formulas and account for inflation.

Prior Authorization: Pushing to reduce administrative roadblocks and delays enforced by insurance companies.

Scope of Practice: Opposing laws that expand independent clinical roles for non-physicians like nurse practitioners and pharmacists.

Burnout Reduction: Supporting federal and organizational relief to help doctors manage workplace stress and administrative tasks.

-- Public Health and Science

Public Health Crises: Supporting science-based policies on vaccinations, gun violence prevention, and chronic disease reduction.

Digital Health: Guiding regulations for artificial intelligence and telehealth integration in medical practices ```

Most of these are about keeping the gate (i.e., doctor's compensation high). The US doctors are the highest paid in the world (among developed countries like UK, Canada, France, Germany, Italy, etc.) by a long shot. Kind of mad if you think about it.

Disclaimer: My spouse is a specialist doctor. You can say I have selfish interest in keeping doctor's salaries high in the US. But I can't help highlighting that doctor's guilds (like AMA) are part of the reasons why the healthcare expenses are so high in the US.

I have a Hisense TV with Roku interface. I was always able to search a movie and it'll tell me ways to watch. Being a data engineer, I sometimes wonder how that data is collected and aggregated.

Then our software engineering team ingest the dbt models (we have to tactically create dbt models; that is, always think "what would make LLM hallucinate less" as we are implementing them) and info from the semantic layer to build context for the LLM, and use that to answer analytical questions. So far, it's been promising. The accuracy isn't zero like the blog's author suggested though. We have built like 30 metrics in dbt and semantic layer in the last quarter, and asked the research and analytics teams to do internal testing on the LLM app. I will find out how accurate this approach is from the feedback soon.

I was a little annoyed by being asked to log in. But I don't want to browse 'reddit.com' because I don't like the way the new UI looks. It's hard to read and scan the first few pages quickly in the new UI (also looking at you Vanguard; you destroyed your old UI which was compact and informative).

Worse, now that I'm logged in and can use "old.reddit.com", Reddit serves me what it "thinks" I like, so now I'm trapped in the subreddit/topic bubble that Reddit selects for me (btw, it selects things poorly). I want to go to the old front page, so I click on 'Hot' or 'Top'. But Reddit still interleaves the posts with what it thinks I'd like to see.

Madness and sadness ensue.

All of this to say that your observation in Germany doesn't sound that different from mine in the US (been here for over 20+ years; been in a manager/director role in data for almost a decade).