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One should be aware that Google, even though JSON is JSON, would sometimes use its own binary encoding for the content of polylines and generally large sets.

Like many other children’s books whxih stood the test of time, those we assume are written for children are more a cautionary tales for adults that children also tend to like as they (still) are lacking understanding of notions such as humility, compassion and all the abstract stuff we now know forms after age 10-12.

The good Tom and Jerry episodes are completely devoid of tact and care, yet marvellous as entertainment .


The sad truth about open source in 2026 is that it does not serve the society the way it is advertised or did back in the 90s.

How so? We have open source operating systems running on a whole sleuth of systems ages apart. Interesting ideas and open collaboration coming out of the OS world.

This opposed to closed off “products” that change at the whims of the company owning it.


Statistically. Most of it is created to serve marketing, personal or other agenda needs and is sponsored through the corresponding means for it.

There’s a lot of misconception about how the open source comes to be and very small part, still significant of course, of it was really created for the benefit of a community. There are exceptions, but dig the organisational culture and origins and you’ll see the pattern. Also, thousands of projects are made for the satisfaction of the author himself being highly intelligent and high on algorithmic dopamine.


You are avoiding intentionally to say ‘thanks to LLMs’ or is implicit? As all these recent mega bugs surface with lots of fuzzing and agentic bashing, right ?

Thank you for reminding us all that you AI bros are still the most obnoxious people there are.

Indeed, yet another proof, there's the part of HN crowd which is passive aggressive, dismissive, and dishonest in the very scientific possible sense. Won't make my day harder than it is, but is a very weak signal.

If I'm to be offended by a single thing in your post that is calling me (names) - is AI Bro. This was undeserved, and cannot be farther from the truth. Not to miss the fact your comment is entirely off topic, and perhaps you see AI bros everywhere now.


This seems like a very emotional response, which is off-topic for HN. Consider using facts and logic to make calm, rational arguments.

Indeed - one year ago we floated the idea it is better to write your code if you can, than get third parties. But it was a heresy at the time to consider LLMm filling the gaps.

Today I’m limiting the exposure to dependencies more than ever, and particularly for things that take few hundred lines to implement. It’s a paradigm shift, no less.


This replaces supply chain trust with the trust in the LLM and the provider you're using. Even if you exclude model devs from your threat model and are running the LLM yourself, it's still an uninterpretable black box that is trained on the web data which can be and is manipulated precisely to attack LLMs during training. So this approach still needs proper supply chain security.

Well it needs, and in particular if you use an adversarial model tuned to inject malware. Not sure if it was researched though to this degree and no provider would tell you anyways I guess :)

There are a lot of libs you really can't justify implementing from scratch. Mathjs and node-mysql jump to mind. Poisoned chains build up from small dependencies, and clearly staying on top of your dependency chain should be a full time job - if anyone was willing to pay someone to do that full time.

Of course, and thank God for them. But many more look more complicated and serve more use case than you typically actually need. Like - how much of ffmpeg you need, well depends on the project. And perhaps someone is happily tearing it down with LLM to get precisely these parts (not me, though I enjoy doing it to LLMs and other models).

But being able to have agents implement pelr5 in rust and make it faster and more secure raises many questions towards the role of open source and consequences of security and supply chain risks.


is this repo a legit one, has anyone audited it?

How come is anyone "entitled" to a decent living? I don't think this holds evolutionary, nor from historical perspective. It is commendable for a person to want to think that everyone deserves it, but I don't see it follow from anything or manifest in general in a fair way. There are plenty of examples that people are very likely going to be deprived of even whatever they deserved by means of struggling to get it.

> I don't think this holds evolutionary

Sure it does. Our species is social, meaning we form societies for evolutionary success. Both of us being members of that society, it is in my interest to see your child survive. It is a tragedy to think your child may not survive because human greed prevents them from accessing resources we have in abundance.

The opposite perspective is anti-social in a literal way: the greedy cannot use all of the resources, can't eat all of the food; they want control so you can't have it without their permission. You are entitled to eat, seeing as we have more than enough to feed you. That others think you are not is disagreeable, to put it mildly.


Sorry, but history saw so little (as a fraction) of people that were actually getting fair living that others guaranteed for them. Even when it is about living in decent conditions provided by the community if you want.

Even in a tribe, there’s a lotta suffering and very little remorse for it.

We may say we chase a society that would see everyone understand the principle of ‘your child should also get a decent life’, but what we see now, across nearly all societies is really the opposite. And it phrases like this - we don’t care if your children live or die for as long as our children get better chances.


> Sorry, but history saw so little (as a fraction) of people that were actually getting fair living that others guaranteed for them.

This statement is rather plainly not true. It describes child rearing and claims it does not happen in one breath.

There is a concept of "fairness", which I don't want to discount, but there's not much of a history of people being bottom feeders who do nothing to help those around them. Sure, there's a lot of sentiment to that effect but it is somehow something I fail to observe to this day. It is in the eye of the beholder and I worry for the souls of the beholders who judge so harshly.

This idea that someone is not deserving of food because they have not earned it a sad, anti-social thing to believe, perpetuated by psychological attacks from those who have more than they could ever need. You and your children deserve to eat and disagreement with that statement says more about the one disagreeing than it does any other, regardless of the judgement inherent to the nature of the disagreement (really, because of it, I suppose).


> How come is anyone "entitled" to a decent living?

kind of the point of living in a civilized society i reckon


Yeah once payback goes below subsistence[1] - even when it gets near it- things get unstable and extremely dangerous. Ancient people understood this very quickly and built up institutions to keep the baseline above subsistence for urban civilizations.

It's been so long since we've seen actual bread riots I fear we forgot how nasty those are.

I think the notion is that with new automated systems of violence and control, some of them built onto the people themselves, our "future civilization" can dial back the worker's compensation to below subsistence. There was a big zillionaire conference where they talked about slave collars, for example, or humanoid AI workers. I'm always a little distressed when the masters of industry fall back on science fiction in order to build a machine that needs to function in the, well, in the present.

[1] One person's output in terms of agriculture


> There was a big zillionaire conference where they talked about slave collars

What? Do you have a link?


https://www.popsci.com/environment/douglas-rushkoff-survival...

It was a private 2017 desert retreat where five wealthy tech and hedge-fund investors flew out media theorist Douglas Rushkoff, ostensibly for a speaking engagement.

Rushkoff wrote it up first as a Guardian essay and later expanded it into his 2022 book Survival of the Richest: Escape Fantasies of the Tech Billionaires.

The problem's super duper obvious if you studied history, but it is also pretty obvious if you can think about second order effects. In collapse the wealthy obviously need security forces to hold on to their stuff, but in a collapse your stuff will - presto changeo - become the security force's stuff. Essentially the singular founding story of all European royal families. Barbarian general took the house, banged the wife, now he's king. Or King-Sound. Kai- Zar

At the end of the day all these little lords and lordettes figured out the time honored lesson that to be actually safe you want to make friends with the locals. And that's part of being new king types as well. But "making people like you" isn't a popular notion with the Revenge of the Nerds types who love this "Lord of the Bunker" kind of thing.

I've seen zoo chimpanzees make a mockery out of this sort of device in VERY short order, and I would dread to impose it on a Delta Force psychopath who also has more higher degrees than I do. Because he's going to know who it was who did it and have all sorts of ideas about what he's doing about that. So the basic premise is also idiotic.

Sorry, I was a little more snide than I usually am on HN, it's been a long day.


There will always be scarcity and inequality. The point is to minimize/mitigate their effects. Can't you make the same argument for justice? Why does everyone deserve justice? Isn't that just entitlement? What is the historical or evolutionary basis for justice?

Nature does not exhibit anything as entitlement to justice. The whole concept of divine intervention (that we would like to exist more often than we like to admit) rarely manifests as measurable and consequential principle in how evolution operates. And it operates on brutal training cycles with lotta loss…

So, yes, in order to have a society one perhaps and most likely needs to define how rights are guaranteed. But it does not mean anyone is entitled to it by definition. Otherwise millions of dying children throughout modern history, and now also, would see the perpetrators get a ‘fair’ treatment. But they don’t.

Perhaps only as second order effects that are hard to understand and are not entitlement.


So nature doesn't exhibit justice, but a society likely needs to implement it, yes? But you don't want to say who gets to receive those rights? Some might say that those millions of dying children is an injustice that we should try and prevent. In particular, the people whose lives are the most affected might want to have a word with you.

I'm not really sure how your reasoning here is in line with your previous post.


Care to explain which particular intimate knowledge allowed you in the last 6-9 months to be faster than AI in certain area?

Honestly, I'm still faster than AI cooking scrambled eggs, but definitely not faster than neither AI (or compiler) in translating stuff into code.


I interpret "faster than AI" to include writing the prompt. For me (scientific computing) it is more often than not faster to write out a simulation or design in a language I know inside out like fortran or mathematica than explicate the requirements to an LLM to request the code. Obviously if someone wrote out a prompt to me and the LLM it would be way faster, but I don't think that's what the commenter had in mind.

If you're good at SQL, or SQL-like languages like Linq, it might be more efficient precisely writing a reasonably complex query than trying to explain it in detail to an AI.

I am very good at SQL, I worked half my life with SQL and teached it and know all kinds of SQL flavour. But good luck getting ahead of AI on a complex query with recursive CTEs, left outers, 625-column tables that change semantics conditional to certain prop, and then some obscure Oracle package APIs.

No way U beat an LLM on this, even on trivial ones. LLMs are better at that since at least 2024, if you haven't noticed, then you're not doing enough SQL perhaps.

But, of course it took years for people to realize they cannot outpace Visual Studio in the 90s by being very good at x86 assembly.


Not the parent but I've had this happen when debugging for sure. Sometimes I ask Claude Code to help me debug something and it makes a wrong assumption and just churns in circles burning tokens. While it's doing that I realize the problem and fix it.

Sometimes debuggind is faster indeed, and making small very focused changes too.

But during feature development? Not possible. And I consider myself a very fast developer


Don't you find that debugging takes place as part of feature development though?

What I meant is that only sometimes I am faster than Claude with debugging. When it's a standalone problem, a report in Sentry, and I just know immediately where I need to go to fix it. Then it's faster to do myself, than telling Claude what's the problem and where to look and wait.

Bugs happen during feature development, as you say, but then Claude is in the context, and I don't need to tell it where to go, it sees the bug with failing tests, or smth similar.

BTW. One thing that helps my Claude with debugging harder problems is that I tell it to apply scientific method to debugging. Generate hypotheses, gather pros/cons evidence, write to a journal file debug-<problem>.md, design minimal experiments to debunk hypotheses.

You can add that as a skill, and sometimes it will pick it up automatically, but it works wonders just as a single sentence in the input.


..but then you ignore all other times CC got it right, and statistically I would put my bets CC does it right (or Codex (or PI)) than you would, and more often is right than tis not.

besides it is a system that you query, it responds. I'm sure your dbs are not always 'right' and particularly when you as the wrong questions.


I talk to everyone, everywhere and find it one of the most humane things to do actually.

TUI will be rediscovered without the window shit. Few people realise it yet, it it’s g. be sprite based as in c64 consoles. Perhaps someone is already doing it somewhere.

Windows and panes… are free to go. The calming environment of text, which as of 2026 is still integral part of humanity’s cultural dna, and is super underexplored in this medium.

I would say the cognitive agression of modern web is more of a nightmare really in the very psychedelic sense of it with all the imagery and video and ads completely devoid of context.


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