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You don't give the agent the password, you send the password through a method that bypasses the agent.
I'm writing my own AI helper (like OpenClaw, but secure), and I've used these principles to lock things down. For example, when installing plugins, you can write the configuration yourself on a webpage that the AI agent can't access, so it never sees the secrets.
Of course, you can also just tell the LLM the secrets, and it will configure the plugin, but there's a way for security-conscious people to achieve the same thing. The agent can also not edit plugins, to avoid things like circumventing limits.
If anyone wants to try it out, I'd appreciate feedback:
"Yeah our team wrote it but everyone who built that part of it has moved to different teams or companies since."
> the place hydrogen might work is airplanes where the energy density of batteries doesn't work.
How is that going to work? Cryogenic liquid hydrogen? High pressure tanks? Those don't seem practical for an airplane.
What does work for airplanes is to use carbon atoms that hydrogen atoms can attach to. Then, it becomes a liquid that can easily be stored at room temperature in lightweight tanks. Very high energy density, and energy per weight!
(I think it's called kerosene.)
No, what an asinine construction.
What has changed the city's culture is money. As mentioned in the article, virtually every billboard and advertising surface downtown is for some SAAS or B2B company. Every startup that gets capitalized dumps a load of money into saturation advertising making itself look like the new hotness, and the corresponding rise in advertising prices means nothing is advertised but tech and ways to make money with tech. A lot of the adverts even look the same.
That's not the product of migrants. SF is turning into a ghost town because the entire downtown area increasingly feels like the inside of a conference center. There isn't anything fun to do or places to go besides work, nothing that might appeal to youth, nothing that isn't business focused. Can you imagine being a teenager in SF? You go to the middle of town and every advert is just an elevator pitch for HR services or devops or model training, and most of the them aren't even visually interesting to look at. Entire subway stations are taken over with adverts touting how agentic or accelerant some new brand is. It's boring. A Japanese acquaintance of mine who visited SF recently asked 'don't people here think about anything but work?'
How you ended up blaming this humanity-free environment on 'too many migrants' is beyond me.
“What are you optimizing for, materially and emotionally?” Status? Validation? Material comfort?
Many can provide advice on what to chase and optimize for, only you can decide for you.
Have you checked out https://svix.com? No affiliation, I just like the product. Might also check out https://www.standardwebhooks.com/
>And at every layer except for maybe the PLC directory, there's nothing stopping anyone from fixing that “almost nobody does” problem.
If there's nothing stopping anyone from fixing a problem, and yet nobody fixes it, then there's something is stopping them.
Might not be a technical impossibility, or a gun in their head. Could be as simple as inertia or addiction.
But saying "the problem is totally solvable" just because there's a solution available, is pretty naive. Solutions have costs themselves, and not all are created equal or equally feasible.
Most however are surely capable of understanding a simple metaphor, in which "magic" in the context of coding means "behavior occuring implicitly/as a black box".
Yes, it's not magic as in Merlin or Penn and Teller. But it is magic in the aforementioned sense, which is also what people complain about.
I don't know what that means, because a polygraph by design tells the polygrapher whatever they want it to.
I went through national-security polygraph exams twice, and they were no big deal. Filling out SF-86 (which used to start "List all residences from birth"), now that's a hassle.
In my aerospace company days, almost everything I did was unclassified, but I was put through the mill of getting higher level security clearances so I could be assigned to classified projects. Fortunately, I never was.
It's technically possible to use 2FA (e.g. TOTP) on the same device as the agent, if appropriate in your threat model.
In the scenario you describe, 2FA is enforcing a human-in-the-loop test at organizational boundaries. Removing that test will need an even stronger mechanism to determine when a human is needed within the execution loop, e.g. when making persistent changes or spending money, rather than copying non-restricted data from A to B.
It's very easy to create hydrogen from fossil natural gas. Which is the real motivation behind 99% of H2 projects; continue to emit CO2, just hidden from the end user.
Battery electric is now pretty much inevitable.
> If an LLM is a product, and it contains the work (in this case can spit out Harry Potter) it is derivative. Doesn't matter what it's used for.
That's not the definition of a derivative work in copyright law; further, whether what legally qualifies as a derivative work is within the scope of the exclusive rights of the copyright holder is, in the US, subject to whether it is within one of the exceptions to exclusive rights in the law, notably the fair use exception, which very much does depend on, among other things, what it is used for.
This is what always confused me about VC AI enthusiasm. Their moat is the capital. As AI improves, it destroys their moat. And yet, they are stoked to invest in it, the architects of their own demise.
They coasted on momentum for half a year. I don't even think it says anything negative about the current CTO, but more of what an exception JGC is relative to what is normal. A CTO leaving would never show up the next day in the stats, the position is strategic after all. But you'd expect to see the effect after a while, 6 months is longer than I would have expected, but short enough that cause and effect are undeniable.
Even so, it is a strong reminder not to rely on any one vendor for critical stuff, in case that wasn't clear enough yet.
That's nearly all of them (graduates)
>The blog ends there. No sign-off, no “thanks for reading.” Just a few sentences in a language that most of us lost the ability to follow somewhere around the thirteenth century.
Fucking AI slop, even this
I have had to interpret between an Ulsterman and a South African, who were both speaking English. I think those accents have vowel shifted in opposite directions.
I was also taught a bit of Chaucer (died 1400) in English at school. Although not any of the naughty bits.
Yeah, and if you give another human access to all your private information and accounts, they need lots of supervision, too; history is replete with examples demonstrating this.
>It doesn’t make any sense in 2026 that Gmail doesn’t have a dark mode
I've been using dark mode on gmail for years, not sure what OP is talking about here.
But also, my sleep quality got much better when I turned on f.lux. And it got better still when I added a second light to my bathroom that can do a 1800K super-warm light (that's also very dim).
And as an added pro-tip, I use f.lux during the day to cut my color temp to 5900K (instead of the default 6500K) and it made a huge difference for how long I could work without getting tired eyes.
If Apple wanted to win back some serous credibility in the AI field there are two very low hanging fruit that they could use:
- Announce that they are no longer going to deprecate sandbox-exec and instead publish detailed documentation for it
- Add a reliable "select all" option to the iOS copy/paste menu
SAML is bad semantically too, not just because of XML. SAML is arguably the worst cryptographic standard ever created.
I first encountered djb's work back in the 90's with qmail and djbdns, where he took a very different and compartmentalized approach to the more common monolithic tooling for running email and DNS. I'd even opine that the structure of these programs are direct ancestors to modern microservice architectures, except using unix stdio and other unix isolation mechanisms.
He's definitely opinionated, and I can understand people being annoyed with someone who is vociferous in their disagreement and questioning the motives of others, but given the occasional bad faith and subversion we see by large organizations in the cryptography space, it's nice to have someone hypervigilant in that area.
I generally think that if djb thinks something is OK in terms of cryptograpy, it's passed a very high analytical bar.
I started backing in because it was recommended in a defensive driving class I took in 2010 or so.
The wild thing is Republicans would probably keep the House if Miller et al let the illegal tariffs expire. The tax cut would probably even give the Fed room to cut rates. Not sure who in the White House is most directly pushing for these. But they're clearly hurting both America and Trump.
This reads very LLM-y, misses huge chunks of the story (multiple paragraphs on "clamping" and static ECDH, a single line on Ristretto and nothing on signature schemes, which is where that matters), has a breathless tone about Chapoly and Nacl that is totally unwarranted, misses almost all the NIST PQC drama, most of which was not in fact about hybrid cryptography, and in the end doesn't offer any analysis, just this bad re-telling.
My guess is someone had this generated as part of some dumb pressure campaign. It's weird.
(It's funny that people are chiming in to call this a "hit piece"; if anything, it's twisting itself into pretzels to be charitable to Bernstein's IETF involvement. I assume whoever generated it supports him.)
> If there is no real penalty for being a career criminal, people will continue to be career criminals.
I know this is a wild idea, but what if they had better options than career criminal for a living?
Americans are so invested in the penalties they can’t imagine the incentives approach.
Because usually that is OS specific and not portable to be part of standard library that is supposed to work everywhere.
You know I helped popularize "slop"? I get credited by Wikipedia as an "early champion": https://en.wikipedia.org/wiki/AI_slop
> It's all just a sprawling behemoth of a framework, because it tries to do everything.
I also interact with OAuth quite a bit at work. I also have dealt with SAML.
I'd pick OAuth over SAML any day of the week, and not just because OAuth (v2 at least) is 7 years younger.
It's also because OAuth, for all its sprawl, lets you pick and choose different pieces to focus on, and has evolved over time. The overall framework tries to meet everyone's needs, but accomplishes this via different specs/RFCs.
SAML, on the other hand, is an 800 page behemoth spec frozen in time. It tried to be everything to everyone using the tools available at the time (XML, for one). Even though the spec isn't evolving (and the WG is shut down) it's never going to go away--it's too embedded as a solution for so many existing systems.
I also don't know what could replace OAuth. I looked at GNAP but haven't seen anything else comparable to OAuth.
I had a conversation with someone last night who pointed out that people are treating their Claws a bit like digital pets, and getting a Mac Mini for them makes sense because Mac Minis are cute and it's like getting them an aquarium to live in.
Yeah but what you just said is "I don't want to run Android", which, sure, you can do.
I was worried about the security risk of running it on my infrastructure, so I made my own:
https://github.com/skorokithakis/stavrobot
At least I can run this whenever, and it's all entirely sandboxed, with an architecture that still means I get the features. I even have some security tradeoffs like "you can ask the bot to configure plugin secrets for convenience, or you can do it yourself so it can never see them".
You're not going to be able to prevent the bot from exfiltrating stuff, but at least you can make sure it can't mess with its permissions and give itself more privileges.
> And the cohort most likely to vote well when they do
Eh, this is far from a given. Mao's Red Guards were passionate idiots. And America's young men are in thrall of Clavicular.
The most powerful empires in history have had large rebublics at their cores for good reason. The wisdom of a crowd greatly increases with its diversity.
> I don’t have a better one at hand
Perfect is the enemy of good. Claw is good enough. And perhaps there is utility to neologisms being silly. It conveys that the namespace is vacant.
I used to have a LinkedIn account, a long time ago. To register I created an email address that was unique to LinkedIn, and pretty much unguessable ... certainly not amenable to a dictionary attack.
I ended up deciding that I was getting no value from the account, and I heard unpleasant things about the company, so I deleted the account.
Within hours I started to get spam to that unique email address.
It would be interesting to run a semi-controlled experiment to test whether this was a fluke, or if they leaked, sold, or otherwise lost control of my data. But absolutely I will not trust them with anything I want to keep private.
I do not trust LinkedIn to keep my data secure ... I believe they sold it.
> is supposed to ship at the end of this year and there doesn’t even appear to be a real photo
Given they're "still finalizing the design and materials" and are not based in China, I think it's a safe bet that the first run will either be delayed or be an alpha.
gForth [0] is great for getting started
if you are working with specific hardware (e.g. microcontrollers) it depends on which forth dialects are available but for the raspberry pico and pico 2 I recently found zeptoforth [1]
or you know you can always bootstrap your own :)
[0] https://gforth.org [1] https://github.com/tabemann/zeptoforth
It's 5am in New York, not even the most dedicated anti EU Americans are up yet.
Your phone comes with a free weather app. There are thousands more free apps for folks who don’t mind ads.
Weather requires ongoing costs. It’s always going to need to be maintained because meteorological models are evolving. Anything beyond a viewport will need to track and metabolize those changes.
Well, if it made use of any UB alongside its code, and it gets compiled with the latest version of a modern compiler in -O3, it might, or might not.
Or learn an array language and never worry about indexing or naming ;-)
Everything else looks disgustingly verbose once you get used to them.
You could "bootstrap" all the information required to produce the hardware to read this, by starting with human-readable instructions for the next step.
> if android allows sideloading anyone would be easily able to get around these checks
Not really. You’d have Android attest to the check. If you are running a modified Android, it can’t attest. If you’re side loading, unless it messes with the attention logic, it should be fine. Like, Apple Pay could still work even if iOS permitted side loading.
For me, OAuth was straightforward to understand once I realised that it's basically like a PKI with very short-lived certificates.
Using Linux since Slackware 2.0 in 1995, which rule?
Me thinking this was a Forth IDE implementated in Swift UI.
In many countries you are only allowed to call yourself a Software Engineer if you actually have a professional title.
It is countries like US where anyone can call themselves whatever they feel like that have devalued our profession.
I have been on the liability side ever since, people don't keep broken cars unless they cannot afford anything else, software is nothing special, other than lack of accountability.
> after gathering a few TB worth of micro expressions it starts to complete sentences
Apple bought those for $2B.. coming to Siri.
Richard Stallman's "Right to Read" from 1999 is worth another read.
I don't recall many, if any, Github repos containing this emoji-vomit before the rise of AI, and likewise natural human conversations in forums and such were also not like this, so I find it very odd and distinctly unnatural. Where did this "vibe coded" style actually originate from?
> All it takes is a tiny drone with a stick attached, and at the end of that stick is a tiny sponge soaked with tempera paint
I (EDIT: hate) Flock Safety cameras. If someone did this in my town, I’d want them arrested.
They’re muddying the moral clarity of the anti-Flock messaging, the ultimate goal in any protest. And if they’re willing to damage that property, I’m not convinced they understand why they shouldn’t damage other property. (More confidently, I’m not convinced others believe they can tell the difference.)
Flock Safety messages on security. Undermining that pitch is helpful. Underwriting it with random acts of performative chaos plays into their appeal.
> flock is very vulnerable to this very simple attack
We live in a free society, i.e. one with significant individual autonomy. We’re all always very vulnerable. That’s the social contract. (The fact that folks actually contemplating violent attacks tend to be idiots helps, too.)
If the best you can do with your life is have kids, that’s a choice. Struggle is optional, misery loves company. Plenty of folks have meaningful lives and happiness without kids.
You can put a garbage bag over them if you don’t want to sawzall the pole and dispose of the hardware.
https://www.defianceetfs.com/xmag/ is S&P500 minus the Mag 7.
Why would I fly an expensive drone close to a camera, fumble about for a minute trying to get it painted like a renaissance artist, when I can get a paintball gun for much less?
>It can mean moving within a class.
It can, but it's not how it's used most of the time, so kind of a pedantic distinction.
And many do not even want to "move within a class" that much. They'd be satisfied to keep their job and retain the same constant purchasing power and ability to buy food, feed family, pay rent/morgage, year after year.
>It takes more, not less, time to thoroughly review code you didn't write.
Nope, it takes way less. Else PR reviews would take as long as coding, which they obviously don't.
Writing 1000 lines, figuring out the nuances of the domain, fixing bugs, testing, takes way more time that reading and reviewing the resulting code.
Besides, you can even ask another agent to review it. Different brand of agent even.
> Every company building your AI assistant is now an ad company
Apple? [1]
>The whole goal is to provide links to external sources
For many the whole goal is the comments on those links.
>Prediction markets have been called "truth machines" because anyone who has information missing from the market can profit.
That sounds like "insider trading" machines, or "scam" machines, rather than truth machines.
Parent implies there might be some "boosting" involved, in which case, "upvote the conversations that you find to be more interesting" wont change anything...
Not saying this is the case, but it's what the comment implies, so "just upvote your faves" doesn't really address it.
You blame Democrats, I blame the people who voted for this and are shocked he did what he said he was going to do.
Mass deportation? Tariffs? Dismantling the government? Hate? All things he campaigned on. He is doing exactly what his voters were told he was going to do. Dems are going to win those votes? Unlikely, they’re not going to run a candidate that appeals to their values, which aren’t going to change.
> “He’s not hurting the people he needs to be”: a Trump voter says the quiet part out loud A Trump voter hurt by the shutdown reveals the real reason the president attracts hardcore supporters.
> The president’s particular brand of identity politics — the racist attacks on blacks and Latinos, the Muslim ban, his cruel treatment of women — similarly depends on negative rather than positive appeals. Antoine Banks, a political psychologist at the University of Maryland, wrote a book on the connection between anger as an emotion and racial politics. When politicians gin up anger, an emotion that necessarily has a negative target, voters tend to think about the world in more racial (and racist) terms. Trump makes his voters angry, he centers that anger on hated targets, and that makes them want to take his side.
> This is what makes Trumpism work. This is the dark heart of our political moment. Even people who are tremendously vulnerable themselves, like Crystal Minton, support Trump because of his capacity to inflict pain on others they detest. The cruelty, as the Atlantic’s Adam Serwer says, is the point.
https://www.vox.com/policy-and-politics/2019/1/8/18173678/tr...
https://www.nytimes.com/2019/01/07/us/florida-government-shu...
That would explain why I tried to get vulnerability notifications and instead all my code was streamed to Twitch.
> Melatonin pills seem to have extremely bad quality control:
Melatonin is treated as a dietary supplement in the US rather than a drug, and this seems to be a widespread problem with supplements, given the incredibly lax regulatory regime.
Claude is an excellent proofreader, but don't let a single word it generates hit your final copy. Use it to catch things and point things out, and for nothing more.
Same! And then I saw three near my house and thought "if they know where they are, why haven't they been removed???"
Then I clicked on one and saw it was the name of our local rock quarry. :)
> Yes but in practice they delegate this power to the executive.
No, they do not delegate the power to lay (set) taxes to the executive, they do assign the executive the function of collecting the taxes laid by Congress.
> Congress doesn’t run the IRS themselves after all
The IRS doesn't freely set taxes, it collects the taxes set by Congress.
which is not opposed to you being on Bluesky or Instagram or LinkedIn or wherever.
> You have not shown how a large scale collection of neural networks irrespective of their architecture is more deterministic
Its software. Without an external randomness source, its 100% deterministic excluding impacts of hardware glitches. This...isn’t debatable. You can make it seem non-deterministic by concealing inputs (e.g., when batching multiple requests, any given request is “nondeterministic” when viewed in isolation in many frameworks because batches use shared state and aren’t isolated), but even then it is still deterministic you are just choosing to look at an incomplete set of the inputs that determine the output.
I found the basic premise of this blog post to be incredibly flawed. The author seems very sure of himself that blue light filters don't work, but making arguments related to cell types and emissions spectra and circadian rhythms is not the way to make a conclusive argument in a topic like this. Science is littered with recommendations about things that "plausibly" made sense, but that turned out to be flawed or just absolutely wrong when actually put to a real, scientific test. One example most people are familiar with: the recommendation against eating eggs in the 90s was based on the fact that eggs have a lot of cholesterol, and we knew high LDL levels in blood were associated with a greater risk of vascular and heart problems. So, "logically", it seemed that limiting dietary cholesterol would reduce heart disease. Except when scientists actually tested those recommendations, they turned out to be largely wrong - when you eat a lot of cholesterol, for most people their body's natural production of cholesterol goes down, so unless you're in the small subset of people who are particularly sensitive to dietary cholesterol, eating eggs is fine.
Making recommendations based solely on a theoretical mechanism of action is bad science. The only way to actually test this is with a study that looks at different types of light restriction and its effect on sleep. Obviously it's kind of impossible to do a blinded study for blue light filters, but you could get close by testing various permutations of light changes (e.g. total luminescence, eliminating only very specific wavelengths, etc.)
As another commenter said, it may be a placebo effect, but if it is, who cares? All I care about is that I get a better night sleep, and as someone (unusual among programmers I know) who really doesn't like dark mode, a screen reddener greatly helps me at bedtime.
>I agree! Taste is downstream of such things as design principles which can be described in objective terms
It doesn't need to be able to be described in objective terms to be objective, or rather to matter.
Embedding the model at chip fab time ought to be useful for robotics, driving, vision, and audio applications, at least. The training sets are good for years.
So they use 3 bit values. Is that current thinking? LLMs started at 32-bit floats, and have gradually shrunk. 8-bit floats seem to work. Is 3 bits pushing it?
This spiel is hilarious in the context of the product this company (https://juno-labs.com/) is pushing – an always on, always listening AI device that inserts itself into your and your family’s private lives.
“Oh but they only run on local hardware…”
Okay, but that doesn't mean every aspect of our lives needs to be recorded and analyzed by an AI.
Are you okay with private and intimate conversations and moments (including of underage family members) being saved for replaying later?
Have all your guests consented to this?
What happens when someone breaks in and steals the box?
What if the government wants to take a look at the data in there and serves a warrant?
What if a large company comes knocking and makes an acquistion offer? Will all the privacy guarantees still stand in face of the $$$ ?
They’re going to say that no matter what, facts don’t matter to them.
When you are acting in good faith and the person/organization on the other end isn't, you aren't having a productive discussion or negotiation, just wasting your own time.
The only sensible approach here would have been to cease all correspondence after their very first email/threat. The nation of Malta would survive just fine without you looking out for them and their online security.
Sure it does. https://techcrunch.com/2024/05/14/on-elons-whim-x-now-treats...
> If you write the words “cis” or “cisgender” on X, you might be served this full-screen message: “This post contains language that may be considered a slur by X and could be used in a harmful manner in violation of our rules,” the warning says. You can continue to publish the post or delete it.
Exponential is too slow. The singularity is hyperbolic.
Archive.org is the archiver, rotted links are replaced by Archive.org links with a bot.
Not necessarily. Workers don't want to move into the overclass, they just want to live with dignity. One major theme is that things that seemed very ordinary and attainable a generation ago for ordinary people, like owning a house, now seem out of reach.
Circa 1970 Issac Asimov wrote an essay that started with a personal anecdote about how amazed he was that he could get a thyroidectomy for his Graves Disease for about what he made writing one essay -- regardless of how good or bad it really is today, you're not going to see people express that kind of wonder and gratitude about it today.
This discussion circles around it
https://news.ycombinator.com/item?id=47074389
but I think the real working class stance is that you want protection from economic shocks more than "participation", "ownership", "a seat at the table", "upside", etc. This might be a selfish and even antisocial thing to ask for over 80 years near the start of the second millennium, but I think it would sell if it was on offer. It's not on offer very much because it's expensive.
One could make the case that what we really need is downward mobility. Like what would have happened if Epstein had been shot down the first time or if Larry Summers had "failed down" instead of "failing up?" My experience is that most legacy admissions are just fine but some of them can't test their way out of a paper bag and that's why we need a test requirement.
> By which metrics has Tesla been left in the dust wrt autonomous driving
By the fact that they don't have autonomous driving. And this very judgement demonstrates that.
If you have to keep your full attention on the road at all times and constantly look out for the 10% case where the autopilot may spectacularly fail, it instantly turns off the vast majority of prospective users.
Funny enough the tech that Musk's tweets and the Tesla hype machine has been promising for the last decade is actually on the streets today. It's just being rolled out by Waymo.
> So: is this just something wacky with my algorithm?
No, it's not. Once Meta identifies you as male, you will get almost exclusively thirst trap posts no matter what you do. It started about two years ago.
Some other interesting points: A woman posted on reddit recently saying she noticed her son's feed was filled with this stuff, so she created her own instagram account, identified as a man, and had the same feed. No matter what she did she couldn't fix it. She asked other women about this, and they all said their partner's feeds were the same.
This is not a problem for women. At least not one I've ever talked to or read about on the internet.
Another point: I tried very hard to fix this at one point. I went through instagram and hit like on nothing but pottery and parenting videos. For about a week I had a feed that looked like my wife's -- pottery and parenting. And then it reverted.
I got a whole bunch of thirst traps again.
It doesn't bother me anymore, I just tune it out and scroll past it because my feed still has the parenting and pottery too, and my friend's updates, which is what I'm there for.
But it would be good for more people to learn about this so they don't get angry when they see their male-identified partners/friends feeds.
I love the Java/Kotlin userspace, even if it is Android Java flavour, and the our way or the highway attitude to C and C++ code, instead of yet another UNIX clone with some kind of X Windows into the phone.
In the past I was also on Windows Phone, again great .NET based userspace, with some limited C++, moving into the future, not legacy OS design.
I can afford iPhones, but won't buy them for private use, as I am not sponsoring Apple tax when I think about how many people on this world hardly can afford a feature phone in first place.
However I also support their Swift/Objective-C userspace, without being yet another UNIX clone.
If the Linux phones are to be yet another OpenMoko with Gtk+, or Qt, I don't see it moving the needle in mainstream adoption.
Pretty neat.
FYI if you are sad that you can't participate in this index (for Goldman customers only), replicating it is pretty easy on your own.
- Pull up a list of companies in the S&P 500.
- Do a quick pass and decide if they are "AI" or not, or use an LLM to help you (ironic).
- Use a direct indexing platform (Frec, Wealthfront, Fidelity, Schwab, Parametric among others) to build your own index with those funds and adjust it maybe quarterly.
As a bonus the fees will be significantly lower than what Goldman will want for the same end result.
What matters is that they are still selling them.
The use of C was only an example, and I can bet that AI can also goof Rust code that goes through the compiler if that is your argument.
Unless you now tell me that you drive your AI generation code with full coverage unit tests manually written by you.
Please don't be knee-jerk dismissive of posts. Absolute nothing about this article looks "LLM-generated style" to me.