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I have always only bought HomeKit compatible smart home devices as those have always worked offline. They also tend to just be much better than the general cheap crap that I see amazon pushing.

Check out Kagi small web.

My neighbors take issue with people getting the wrong roof on their house. Not surprised people being against a data center nearby.

What do those have to do with each other?

People are very NIMBY about these things.

Because they’re loud?

https://www.reddit.com/r/interestingasfuq/comments/1t7293k/t...

Or could pollute the entire town’s water supply?

https://www.theguardian.com/us-news/2026/sep/08/us-datacente...

Or air?

https://www.reuters.com/world/americas/pollution-musks-unper...

We’re going to pretend that these are the same concerns as an HOA squabble about wrong roofs? I like AI as a useful tool worth investing in but let’s not be dismissive about what people are actually mad about, because this dismissive attitude is exactly why SV finds itself where it is.


I think we are on the same side. I’m saying people get angry about little things, no wonder they would get angry about even more serious issues.

How many people have actually experienced a super loud data center, or a data center that's polluting their water supply, or polluting their air? To me the opposition seems to be 99% from people who are just talking about this because it's part of the zeitgeist right now.

Even the story you linked about the water supply, it was wastewater not drinking water. I'm not saying that it's good or even okay for wastewater to have bacteria in it. But if people en masse are against data centers because they "could pollute the entire town’s water supply," based on a singular case of one data center's wastewater having some bacteria, that gives me pause. This seems more like a trendy issue than a practical one for most people.


Orion is really good, especially for people who appreciate Safari.

I don't think I agree with that but I think ads and slop you get from the "free" alternatives are more damaging in subtle ways that people don't appreciate. I also pay to remove ads from just about everything I use and am shocked at just how much better that makes my life.

At least on iOS running the site as a web app works great. Also the iOS app works

Yep, and web apps seem to be the worst offenders.

(OP) I completely agree! AI is amazing at writing web apps that are full of bugs, but it also gives us what we need to turn that completely around. That's what we're trying to make happen...

>> It is possible now to reliably and automatically detect and fix every bug which users are encountering on the web.

proceeds to give a trivial and then vague example related to usability, the first probably created by AI and the second a notoriously difficult problem to assess and solve for humans with context, let alone AIs...


Great, the thing that caused so many massive new problems for us all is now being sold to us as the solution to the problems it itself created.

The code I have dealt with from AI tends to be rather convoluted for the problems at hand and then become even more difficult to maintain. It has a place but I have been seeing it make code more difficult to understand, not less.

I'm sure all commercial agents have a system instruction that says "make the code hard to follow" to make sure you keep sending those token$$$

Convoluted code is definitely a problem, I don't think it's unique to AI though. It also becomes more manageable with a time travel debugger as the actual behavior is easy to understand.

(Replay engineer and Redux OSS maintainer)

Yep. I see it myself, both in other people's code, and our own. The _default_ behavior is a tendency to pile slop on slop, make poor architectural choices, slap bandaids on edge cases without considering the full ramifications, etc. This is more true if there isn't oversight or feedback, and also depending on model quality.

On the flip side: I personally use a strongly human-in-the-loop AI dev workflow [0]. Going back and forth on how much of that code I review myself (and I've found that AI code review frankly does a better job than _I_ do most of the time :) ). But, between staying hands-on, and the ongoing improvements in models, I've seen that the code my own agentic dev sessions produces is actually pretty high quality, and I've been able to clean up a lot of low-quality slop from unmonitored agent sessions. I've also been able to build some pretty major features from scratch and even execute massive migrations with excellent results, again by having me drive the work.

I actually just got done shipping Redux Toolkit 2.14 [1] with a massive set of bug fixes, and almost all of those were found by my agent researching the already-mature RTK codebase, at my direction, and identifying existing logic flaws or weaknesses. Once we knew what those bugs were, we could fix them.

Which, honestly, is the point of the blog post, of Replay QA as an automated testing product, and of Replay as a company in the first place.

Once you know what a bug _is_ and why it happens, fixing it is usually fairly straightforward. _Finding_ it is the hard part.

I've given a conf talk the last few years on "Debugging Software" [2]. One of the main points I make is that no one is _taught_ how to debug - we figure it out on the job as we go, because we have to ship. It's part of the job. But few people like doing it, and most people just want to slap in some console logs and call it a day. Very few people even use existing graphical debuggers (VS Code, Chrome DevTools, etc).

We built a time-travel debugger. The original idea was: make a DVR-style recording of a bug happening once, then you can dive in as deep as you need to investigate. Originally, that was supposed to be a human using the Replay DevTools UI - browser devtools with time travel debugging features built in. It's awesome, I wish I'd had it much earlier in my career :) But we found most people didn't want to spend time doing it themselves.

Earlier this year we shipped Replay MCP, which gives agents the same time-travel debugging capabilities: see hit counts for any line of code, dynamic logpoints and evaluations for every time a line of code ran, see the DOM tree or React component tree at any point in time. I built most of the React analysis features and MCP tools myself, based on my years of experience in the React ecosystem and maintaining Redux.

So, today you _could_ make a Replay recording of your app, point your agent at the MCP, and have it investigate. I've done that, and wrote some blog posts about how that helped my own agent find bugs in React itself and Next.js apps [3] [4]. I've seen my agent nail a bug from a recording on someone else's machine in <10min, starting from scratch.

We've productized that as Replay QA, so that you don't have to do any of the recording or setup - just point Replay QA at your app and repo and we do all the site analysis and recording and bug root cause investigation ourselves. Essentially, encoding our own expertise as debuggers, so you get the benefits [5]

So, back to the original point. Yeah, AI tends to crank out bad code by default, that code is buggy. We can't help your agent choose a better architecture. But we can help identify the bugs proactively, identify the root causes, and suggest solutions, based on the actual runtime behavior of the app. Up to you to get your agents to write _better_ code, but we can give your agent what it needs to fix the bugs it wrote :)

- [0]: https://blog.isquaredsoftware.com/2026/05/ai-thoughts-part-2...

- [1]: https://github.com/reduxjs/redux-toolkit/releases/tag/v2.14....

- [2]: https://blog.isquaredsoftware.com/2023/06/presentations-debu...

- [3]: https://replay.io/blog/replay-time-travelogue-how-replay-mcp...

- [4]: https://replay.io/blog/replay-time-travelogue-improving-nadi...

- [5]: https://replay.io/blog/mark-erikson-on-replay-qa-from-time-t...


Do you have anything to contribute to this community that isn't self promotion spam?

I found his comments and posts much more interesting that your constant anti-AI rants

BYD is basically the only car company that has showed off cars I would like to buy.

Have you seen the Xiaomi SU7 yet? It's a very nice piece of kit. https://www.youtube.com/watch?v=sdSusCDZcDg

I would never spend $40k on a car, way too much.

That's pretty close to the median car price. Would you never spend that much or that little? It's hard to tell what you mean.

Nobody uses that expression to mean they would prefer to spend more, unless it's in the context where the number is so low that it implies a safety or fraud issue. e.g. "I would never buy a 5 cent burrito"

There's little point in spending more than $ 40,000 - especially for the crap currently being peddled in the U.S. I bought a 3-year-old electric luxury SUV with significantly under 20,000 miles for well under that.

I mean, if you're rolling in money, and don't need it for savings or more important purposes, you do you. But I'm with GP. 40,000 is excessive. Even in our devalued 2026 money.


That is WAY more than I would ever spend for a car.

If that's true, you'll probably just never buy a new car, so it's nothing particular about BYD.

Your median price new price is over double the cheapest new price, so no. EVs are now available out of the luxury car bracket in most markets. The cheapest car available on the Australian market was briefly a BYD EV. Not everyone wants to pay for heated seats or celebrity endorsements.

Not sure why you're throwing so much shade at people as though only poors would look at cars below forty thousand dollars. The 2027 Camry and the 2027 Escape both start at under $30,000. Tesla 3 is under $39,000.

Not everyone likes to blow 50-100 grand on an asset which loses 50% of its value in 3 years. Especially considering how much they're trending toward being so expensive to repair and unreliable that keeping it on the road after the warranty runs out is also expensive.


It's a thread about new cars. The price of a BYD car is a thing about cars, not about BYD cars. In fact, BYD is cheap compared to most comparable cars.

If a party was talking about running shoes, I wouldn't pipe in to say "I would never buy running shoes because I'm an amputee", because it's just completely outside the scope of the subject.

Cars are expensive and it's crazy, sure. But like, that's kind of just beside the point for the subject at hand.


The BYD car I am interested in is ~$15k in China.

i would love to spend >$100k on a great electric car, idk if they're quite there yet and the rocket boosters aren't doing it for me in the tesla line up lol

Still needs a step change upgrade on the battery tech


Nobody cares what you would personally spend on a vehicle. The point is that it's a very good value, relatively speaking, for a new vehicle of its class.

The person was asking me if I had seen a specific car and I gave them my reaction to that car. BYD has cars I want that they sell for ~$15k in China which look like a much better value to me.

I was in Montevideo this weekend and all car service cars I rode were Chinese EVs. They all seemed great and when I had Claude look up pricing they were all very well-priced. While I myself would loe a BYD Seagull or Dolphin, the more expensive ones like the Greely EX5 looked much cooler than much more expensive cars I see on roads in the US.

I live in Punta del Este, we just bought a Geely and a BYD (both) coming from a VW ID.3.

For BYD, a Dolphin 2027 for 21K + VAT. Insane value, by extreme far the best price-perf vehicle in the country’s history. Has every single little thing you might want. For that size and price, at least.

Notably, Tesla is attempting to destabilize the local market, coming in at 30K+VAT for the Premium Model Y which is cheaper than the US, Europe and pretty much anywhere.

I still prefer BYD by far, and not supporting the “controversial fellow”.

At a 20x electricity to gas price ratio (depending on factors, but yes), EVs are key here.


Same. The only brand I know that even comes close is Kia but even then they don't have many EV's and the cost is still pretty high compared to BYD.

Hyundai and Kia are being hit pretty hard by tariffs, and the expiration of the EV tax credit.

https://www.carscoops.com/2026/03/tariffs-kill-kias-hottest-...


The tariff thing is a bit misleading if you're not familiar with the industry. Kia/Hyundai produce some of the "most domestic" vehicles on the market. Hyundai EVs were beating all American brands (incl. Tesla) by domestic content when the tariffs came into effect. Those lines are very well positioned to accommodate them.

The article is talking about a certain specialty model that's only produced in Korea, probably because it's low volume.


Kia has ev2,3,4(x2),5,6 and 9, plus the pv5 in our market. They probably just determined they can't sell them in your market.

I tried to buy an EV3 last weekend but every dealership around me is sold out through the year.

Not clear to me why they started it with such low inventory, but I ended up getting a new Leaf since I couldn't wait another bunch of months.


there is a reason.

The reason is there's fierce competition between automotive companies in China.

Markets elsewhere that consolidated down to the 2 or 3 domestic champions that settled into a comfortable coexistence with their domestic "competition", and are coddled by protectionist government policy will have a hard time remembering how to compete for real.


id recommend you look at soldering work, steering, materials used under the body of a chinese car vs a german made one.

That sounds quite reminiscent of America's auto industry, as well as the desktop computer, smartphone, web search, AI, fast food and supermarket industries too.

Man, China's been taking notes.


Because China has a surplus of batteries, electric motors, ICs and microcontrollers?

If it isn't, it's certainly an advantage over the trashy EVs we have in America.


Is there a reputable summary that explains the cheaper sales price? I'm having a hard time believing it all boils down to politics, but there's way too much noise in the way.

An interesting explanation I heard is that China had this massive housing crisis that they never allowed to go Boom and clear the system in a few hard years. Instead the problems are lingering with an abysmal local credit market. This is why the local population can't/won't buy much and China either has to produce less or export more. For now they decided to export more to keep the machine going.

The bigger principal problem I have is that I do not understand how the Chinese economy/trade is supposed to work. China is working extremely hard to be completely self sufficient and not import anything. How is trade supposed to work if you do not want anything from your trading partners? What can they sell you besides sovereignty/land...

It will/is be a hard awakening when all those nations start to default/nationalize those projects. That is the point were usually the gunboats show up in the harbor....


Why BYD is cheap? They're heavily vertically integrated, they're ruthless about cutting production costs, they operate in an environment with more manufacturing talent than anywhere else, and they're a young company without many legacy costs.


What most folks in the USA don't understand, BYD manufactures two types of vehicles. One type is for the domestic market (cheaper and dangerous), the other is for export (meets some semblance of safety). I have heard that the export models are built to higher standards and are more dependable, hence the higher price than domestic models.

This is business as normal for most large automakers -- segmenting different parts of their product lineup for different regulatory markets.

For example, the original VW Beetle from 1938 was sold in Mexico up until 2003.

And even models that are sold in different regions may lack some safety features in other regions: e.g. https://www.latinncap.com/en/result/44/chevrolet-spark-no-ai...


Kia (and Hyundai) have a big problem with their ICCUs dying. They extended the warranty but no fix, which means your car could die at any time.

You are repeating years-old news by now. It’s true that the 2022 through 2025 model years had the ICCU problem, but they improved the ICCU design in 2026, with both better hardware (heavier duty power electronics) and better software (slow start for 12V charging).

Of course time will tell whether this brings failure rate down to be negligible. But I feel pretty confident.


It's not years old news, I was looking at used models and it still is an ongoing question. Having no real fix (time will tell if the 2026 revised part is reliable) and leaving owners with a potential brick (and re-servicing it again when the part dies) is completely unacceptable. Many Kia's were lemon'ed based on this issue.

Maybe I'm sensitive as I have a young child, but I will not buy a car with a known potential of stranding me.


It’s simple; if the used model has undergone an ICCU replacement in 2026 it will be better. It has a new part number, 36401-1XAD6.

And if not? Roll the dice on when you might get stranded? Its not an active recall, so you can't just take it in to get the new part.

If not, just don’t buy it. Let the free market sort it out. If the new part is proven to be good, the market will price these cars much higher, and sellers will perform a preemptive replacement to get higher resale value.

It should be noted that is for their E-GMP platform, which is their 800 V system. Their older 400 V platform, used on the Kia Niro and Hyundai Kona, has a completely different ICCU which has not had those problems. The first generation had some coolant leaks in the DC-DC converter housing and sometimes did a bad job keeping the 12 V battery charged but they seem to have got it all worked out for the second generation in 2024.

They have some minor problems like axis falling off.

Sounds like they're encroaching on Tesla's expertise, then!

Is it supposed to do that?

No, that is not very typical.

Not since 1945

Is that an issue with their export models?

Supposedly only the straight axis model.

Haven't heard of this in Australia and BYTD sells a lot here

The Koenigsegg CCGT1 looks quite nice.

The Jonckheere Rolls-Royce is my #1.

You need to go to China then. There are dozens of manufacturers other than BYD. It's astonishing just how many sexy EVs there are driving around in China.

> BYD is basically the only car company that has showed off cars I would like to buy.

They're not bad when you're in them but they're not amazing either. The thing is: they're incredibly good value compared to other brand new cars.

But the interior of a great many german cars (for example) is still qualitatively not just a bit but way above BYD.


Why?

I think the only Chinese EV that interests me is the Xiaomi SU7, and even then I'm extremely unlikely to ever buy one.

That's why you myst tariff them to protect America capitalism

Given the track record…. Maybe a year?


Maybe these prediction markets are less useful than has been claimed.


20% happens about 1 in 5 times. I know that's snarky wording but 20% shots come though constantly in daily life.

I think as humans we are really bad at intuition about probabilities, and it being an election only makes it much worse. I don't think anyone is consciously conflating these with poll numbers but percentages of voters are the numbers we see a lot more than prediction markets, and 80% is idunno an 80% chance of getting between 50% and 54% of the vote or something.


It's not a 'prediction market', it's a gambling market. It's far more accurate to say 80% of gamblers were convinced Bolsanaro would win than to say there's an 80% likelihood he would win. It's not measuring likelihood as it's untethered from things that impact the actual results. Obscuring it basic gambling with the word 'prediction' doesn't change the fact that's naked gambling at the end of the day.


It's extremely inaccurate to say 80% of the gamblers were convinced because that's not how it works at all. Each bet has someone on the other side of it - 50% of the people bet on Bolsanaro and 50% against.

If you bet on 20% chances and they happen 30% of the time you make money. The payoffs are such that you win by being a better predictor than the market. I'm fine criticizing it as a gambling blight (not to mention a corruption payoff) but it is also a prediction market.


The 80% is not the proportion of people who think he would win, that's not how these things work.

Every single factor was pointing towards Bolsonaro, Polymarket was just consistent with that.

He unexpectedly won the first round of the election. His lead was expected to grow since he'd likely get most of the votes of the other candidates. 17 out of 18 polls favored Bolsonaro. Market movements indicated a strong expectation of him winning. The Brazilian Real futures are already down 10% in the last couple hours.

But that's how democracy works, I think this election will be studied many times in the future.


> The Brazilian Real futures are already down 10% in the last couple hours.

Brutal.


If he has an 80% chance to win that means Polymarket will be "wrong" 20% of the time. And 80% seems fair given he was leading in the polls by a razor thin but consistent margin.


Polymarket isn't binary so you are understating how wrong they were. Polymaket gives outcomes as percentage odds and less than 12 hours ago they had Bolsonaro by 5-to-1.


They resolve as binary. Until they resolve it's a percentage chance of the eventual resolution.


They were never useful for the results, just for market expectation, which is never the same as real chances of something happening


They are good at some markets but they don’t understand latam and especially Brazilian politics in the least so whatever makes it into the US news drives the market although it is normally wrong


Maybe it's useful for people spending money to present the odds they wish for?


and more manipulated for intended public influence than realized

this kind of gambling ought be made illegal along with the explicit in-pocket gambling

want to gamble, go to a physical place,

constant, easy access apps are already showing harm


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