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I think this is probably less effective than if there was some sort of "credit" or reputational score for reporting that seems like something GitHub would have the information to implement.

> seems like something GitHub would have the information to implement.

But not the motivation. GitHub incentives this type of behaviour, they push you to use their LLMs.

GitHub is under Microsoft’s AI division.

https://www.geekwire.com/2025/github-will-join-microsofts-co...


> GitHub is under Microsoft’s AI division.

Finally an explanation to why GitHub suddenly have way more bugs than usual for the last months (year even?), and seemingly whole UX flows that no longer work.

I don't understand how it happens, do developers not at least load the pages their changes presumable affects? Or is the developers doing 100% vibe-coding for production code? Don't get me wrong, I use LLMs for development too, but not so I can sacrifice quality, that wouldn't make much sense.


I just listened to podcast from a higher echelon MSFT person, the internal orders basically are “focus on AI”, non-AI work gets deprioritized company wide.

But that by itself shouldn't mean that people suddenly don't even review and think what they're doing, right? Again, I too use LLMs for lots of work, yet I'm putting out better code than before, because I'm a software engineer, not a software slopper, is this not the common workflow?

I wouldn’t be surprised if experienced people left because of policies like this. It doesn’t matter if you are reasonable your colleagues won’t necessarily be.

I think one of the last thing I'd like on the web is for Microsoft to start keeping a "social score" for developers who participate in FOSS.

I understand where it's coming from, and I too think the current situation sucks, but making Microsoft responsible for something like that is bound to create bad times for everyone involved.


I’d hate to see GitHub assigning reputation to users.

Why no go the other direction and make it hard to identify a user, so people do not do it for fame. Open source worked before people were using it as self advertisement.

Might even be good for Microsoft - they would be the only one knowing who is who.


the berne convention copyright defines inalienable authors rights that can not be sold or taken away from the author. the author of any copyright works always has the right to identify themselves with the work, and therefore your suggestion is not legally possible.

I am not a lawyer, so can't propose the best way to implement this, but the Berne convention contains provisions for "anonymous and pseudonymous works", see Art 15.

but that's only at the behest of the author. it can not be made a condition by the recipient, but that's what would be necessary if the goal is to prevent abuse of contributions for self promotion. the author can always deanonymize their contribution at any later point. right to self promotion is a core feature of copyright law that can't be circumvented.

This already exists on the previous platform curl was using (HackerOne), it does not prevent the slop.

At my previous employer, I had access to the company’s bug bounty submissions and I can assure you no matter what you try to do, people will submit slop anyway. This is why many companies will pay for “triage services” that do some screening to try to ensure that the exploit actually works.

Unfortunately this means that the first reply to many credible reports are from people who aren’t familiar with the service, meaning that reports often take a long time to be triaged for no reason other than the fact that the reporter assumed that the person reviewing the report would actually understand the product. It’s hard to write good, concise reports if you can’t assume this fact.

Honestly, I don’t know what can be done to fix all of this. It’s a bad situation for everyone involved, and only getting worse.


Yeah this seems like a good idea. Plenty of games have "you have to have this much reputation to play in ranked games" sort of things.

I guess people would complain if it was tied to Github.


I have two kids (sophmore in HS and a middle schooler) and in both their individual studies and when I'm helping them with homework we use AI pretty extensively now.

The one off stuff is mostly taking a picture of a math problem and asking it to walk step by step through the process. In particular this has been helpful to me as the processes and techniques have changed.

It's been useful in foreign languages as well to rapidly check work, and make corrections.

On the generative side it's fantastic for things like: give me 3 more math problems similar to this one or for generating worksheets and study guides.

As far as technological adoption goes, it's 100% that every kid knows what ChatGPT is (even maybe more than just "AI" in general). There's some very mixed feelings from the kids with it: my middle schooler was pretty creeped out by the ChatGPT voice interface for example.


Why not use the textbook to work through assigned problems? As a kid I would have been tempted to use AI because studying seemed tough. But as an adult on the otherside, I understood that I am only responsible for what is taught to me, or in other words, everything is solveable based on what is taught and you have all the pieces you need to do it if you pay attention in class and to assigned readings. I don’t think I fully appreciated that until halfway through college. Felt like a cheat code when I did. Like “oh thats how to get an A, it was all so simple all along.”

The generative side there is brilliant. Great tip.

My SO taught for a while. I think it's that the kids that are doing well, like yours, with support at home, food, a bed, a safe place, those kids are going to be like strapping a rocket to a racehorse.

It's the other ~80% of kids that are the worry. AI, with no support and guidance, it's going to make their lives a lot harder.


I still find it to be the case that most 100% cotton shirts shrink over time (even pre-shrunk) and have switched to blends just to get some more longevity out of them.

I had that issue but as it turns out I was just getting fatter

Lol, this happened to me the first time I started gaining weight in my early 30's.

As silly as this sounds, the same thing happened to me. I was getting pretty frustrated because all of my pants kept shrinking.. the truth hurt.

Your pain is shared, brother. Or sister.

If you have 100% cotton garments you want to get more longevity out of, washing on cold water + letting them air dry is the way to go (although sticking stuff in the dryer for ~5 minutes on the lowest possible setting before putting it on a hanger is fine to help fluff out any wrinkles). This also goes for anything "nice" that you want to keep in the best possible shape, even if it's not 100% cotton--don't forget that dryer lint is partly the result of your clothes' fabric sloughing off, which is why some shirts get paper-thin if you own them long enough!

I wear a lot of 100% cotton (including 100% linen) shirts that still look and fit almost like new, since I'm a stickler about laundering them this way. Towels, on the other hand, get maximum heat for both washing and drying, and you can really see the difference. I use a lot of 100% cotton washcloths from those Target multipacks, and recently bought a set identical to one I'd bought a year or two prior; the new one was larger, a little softer, and a much brighter color. The old one had shrunk to a pale, slightly scratchy ghost of its former self!

On exactly one occasion, I accidentally threw a 100% cotton shirt in the towel hamper and didn't catch it before starting the load. It's not a shirt so much as a crop top now :)


> sticking stuff in the dryer for ~5 minutes on the lowest possible setting before putting it on a hanger is fine to help fluff out any wrinkles

Just hang it without wrinkles and it will be perfect when it's dry. When air drying, I don't hang shirts by their shoulders or pants by the belt end, I fold them over the hanger (or drying rack bar) at their midpoints. Adjust a little to get out most wrinkles, and they are beautiful and unwrinkled when dry.


Linen typically means flax fibers.

Oh, huh, TIL. I always thought it was a different way of processing cotton... but I just checked my closet and it looks like some of my stuff is a cotton/linen blend, which might be partly why I was confused. And would explain why some items wrinkle worse than others :P

In any case, both cotton and linen get the cold-water treatment from me!


Unless you hit a performance wall with Postgres or absolutely need Batch capability you've probably got a very large runway with SolidQueue.

I wrote this article about migrating from Redis to SQLite for a particular scenario and the tradeoffs involved.

To be clear, I think the most important thing is understanding the performance characteristics of each technology enough that you can make good choices for your particular scenario.

https://wafris.org/blog/rearchitecting-for-sqlite


FWIW, Sidekiq docs strongly suggest only passing around primary keys or identifiers for jobs.

I kept making a hacky eval tool to try and compare the outputs of different models, model configs, prompt versions, etc and finally rolled it up into a web app + downloadable app (kind of like Postman or Insomnia, but for AI).

Free, holds your keys in localstorage and makes direct calls to the APIs (unless there's a CORS issue), at https://evvl.ai if you want to try.


It's great! But what makes it even more so is that it's not a time capsule, but still updated. There's pages for Alien Romulus, the new Predator movies and more.


The Wright Brothers memorial in North Carolina is a very special place. They've renovated it somewhat recently and it now conveys a lot more of the struggle that they went through.

So much debugging of prototypes, crashes, redesigns and high stakes testing.

There's also something undeniably cool about standing right where other humans did something for the first time did something and walking the distance of their flights on the field.

https://www.nps.gov/wrbr/index.htm


Depends on what it is, the quick bash script I write to verify something or the core of SaaS that's being launched have different levels of strictness, style, testing, etc.


Apparently not as much anymore!


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