You know what? Fuck this shit. We spend most of our life locked down in a school, we are being told facts, tested and stressed for many years with the only hope to get out as soon as possible.
Failing is something that keeps you there indefinitely.
Parents keep pushing on kids to achieve the best and get good grades to have a job.
Then something happens.
You get out of school and what happens?
You start working.
A.k.a modern slavery...
Employers thinks that since you are young they are doing YOU a favor if they decided to hire you.
So you find yourself having to do the same tasks everyone is doing, perhaps you are even fully capable of managing them and get the shit done but guess what!!
You are paid the minimum.
You barely make enough to pay off your rent which keeps you locked away from Holidays abroad, from that huge cake you desperately want.
And guess what! Try to raise your voice and you'll get fired in a Matter of seconds, replaced with someone else which accepts any condition.
You dream of a house, a family and a car but you can't even eat healthy with that salary.
So you are forced to buy cheap and low quality food from the same store again and again till you had enough and spend some days with that horrible feeling...
Calling you to get a job interview feels like they are doing you a favor, they always try to give the minimum possible and expect you to work in a serious manner and respect their deadlines.
Colleagues earn a lot more even though they aren't doing anything different from you.
For the first year you won't have any holiday, let alone traveling or anything different from just staying home for 3 days straight.

Banks won't give you a loan because your job doesn't pay off
The day that your car is broken you struggle to eat the whole month.

On top of that, taxes. Because they aren't taking away enough.

I don't want to live this life, I don't want to become a modern slave and work 8-17 everyday for the rest of my life and retire with a shitty retirement pension that won't probably grant me anything again.

I had enough of this shit.
I don't want to go back to work and pretend to do what I am supposed to do with a smile on my face knowing that I am just a number and that no matter how skilled I am I can always get replaced with N number of people for a lower salary of mine.

I am tired
I dream of a life that I won't ever reach this way.

Today I looked up houses prices and felt like shit.
I will never in my entire life be able to afford something so expensive, let alone buying furnitures and what is needed or what I like.

I dream of having my place, my dog and my family but apparently I am asking too much.

How is this even fair in 2018/2019?

I... I am... Speechless.
I wonder how many people out there are in the same situation or even worse and I can't even wrap my mind around that.

This is just modern slavery.

My boss makes a shit load of money from young people that can't complain because they are threatened and will eventually be replaced...

This is my rant.

To those that think they can't make it.
To those that are put down by those that don't understand you.
And to those that have never had a dream come true.

Not a rant, but the story of how I got into programming

I've always been into tech/electronics. I remember being told once that when I was 3, I used to take plug sockets to pieces. When I was 7, I built a computer with my dad.
There isn't a thing in my room that hasn't been dismantled and put back together again. Except for the things that weren't put back together again ;)

When I was 15, I got a phone for Christmas. It was a pretty crappy phone, the LG P350 (optimus ME). But I loved it all the same.
However I knew it could do a lot more. It ran a bloated, slow version of Android 2.2.
So I went searching, how can I make it faster, how to make it do more. And I found a huge community around Android ROMs. Obviously the first thing I did was flashed this ROM. Sure, there were bugs, but I was instantly in love with it. My phone was freed.

From there I went on to exploring what else can be done.
I wanted to learn how to script, so over the weekend I wrote a 1000 line batch (Windows cmd) script that would root the phone and flash a recovery environment onto it. Pretty basic. Lots of switch statements, but I was proud of it. I'd achieved something. It wasn't new to the world, but it was my first experience at programming.

But it wasn't enough, I needed more.
So I set out to actually building the roms. I installed Linux. I wanted to learn how to utilise Linux better, so I rewrote my script in bash.
By this time, I'd joined a team for developing on similar spec'd phones. Without the funds to by new devices, we began working on more radical projects.
Between us, we ported newer kernels to our devices. We rebased much of the chipset drivers onto newer equivalents to add new features.

And then..

Well, it was exam season. I was suffering from personal issues (which I will not detail), and that, with the work on Android, I ended up failing the exams.
I still passed, but not to the level I expected.

So I gave up on school, and went head first into a new kind of development. "continue doing what you love. You'll make it" is what I told myself.

I found python by contributing to an IRC bot. I learnt it by reading the codebase. Anything I didn't understand, I researched. Anything I wanted to do, google was there to help me through it.

Then it was exam season again. Even though I'd given up on school, I was still going. It was easier to stay in than do anything about it.
A few weeks before the exams, I had a panic attack. I was behind on coursework, and I knew I would do poorly on exams.
So I dropped out.
I was disappointed, my family was disappointed.
So I did the only thing I felt I could do. I set out to get a job as a developer.

At this stage, I'd not done anything special. So I started aiming bigger. Contributing to projects maintained by Sony and Google, learning from them. Building my own projects to assist with my old Android friends.
I managed to land a contract, however due to the stresses at home, I had to drop it after a month.
Everything was going well, I felt ready to get a full time job as a developer, after 2 years of experience in the community.

Then I had to wake up.
Unfortunately, my advisors (I was a job seeker at the time) didn't understand the potential of learning to be a developer. With them, it's "university for a skilled job".
They see the word "computer" on a CV, they instantly say "tech support".
I played ball, I did what I could for them. But they'd always put me down, saying I wasn't good enough, that I'd never get a job.
I hated them. I'd row with them every other day.

By God, I would prove them wrong.

And then I found them. Or, to be more precise, they found me. A startup in London got in contact with me. They seemed like decent people. I spoke with their developers, and they knew their stuff, these were people that I can learn from.
I travelled 4 hours to go for an interview, then 4 hours back.
When I got the email saying they'd move me to London, I was over the moon.
I did exactly what everyone was telling me I couldn't do.

1.5 years later, I'm still working with them. We all respect each other, and we all learn from each other.

I'm ever grateful to them for taking a shot with me. I had no professional experience, and I was by no means the most skilled individual they interviewed.

Many people have a dream. I won't lie, I once dreamed of working at Google. But after the journey I've been through, I wouldn't have where I am now any other way. Though, in time, I wish to share this dream with another.
I hope that all of you reach your dreams too.

Sorry for the long post. The details are brief, but there are only 5k characters ;)

that one legendary guy who cranks out code and builds insane features. PMs (product management) love him because he builds features in several months which 10 devs together couldn't have built in the same time (so they say), features that are loved by customers as well, become their new standard and that have saved our company's asses in the past.
features are really awesome, performant and have very few bugs (compared to the rest of the software シ).
but this guy seems to live for this job. he also works at weekends, at unholy times of day and night and even in his holidays (he doesn't care that this is actually illegal, in terms of employee's rights, and he wouldn't listen to his superiors, no matter what they tell him)
so far, so good - except that he will probably die of some stroke or something very soon due to this lifestyle.
but it must be an absolute pain in the ass to work with him, as long as you're a developer (or his superior).
he lives in his own world and within the software, his features are also his own world. since the different modules interact with each other, sometimes you would be assigned a bug that might have its cause in some interaction of your and his module. talk with him about it? forget it. he wouldn't answer most devs who contacted him for some reason. ever. fix it in his module yourself? might happen that he just reverts your changes to his module without comments. so some bugs would lie on your desk forever because theoretically you know what would need to be done but if you cannot reach out into HIS world, there's no way to fix it. also - his code might be good in terms of performance and low bug numbers. but it seems to be hard to work on that code for everybody else but him.
furthermore, he is said to be really rude. he is no team player, but works on a software that is worked on by a huge team.
PMs think he's a genius, just a great dev, but they don't understand that other devs need to clean up the mess behind or around him.
everyone who's been his superior so far recommends to get him fired, but the company wouldn't fire him because they don't want to lose his talent. he can just do what he wants. he can even refuse to work on certain things because he thinks they are boring and he is not interested in them. devs seem to hate him, but my boss said, they are probably also a bit jealous because of his talent. i think, he's not wrong. :)
i haven't actually met him so far or was actually "forced" to deal with him, but i've never heard so many contrastive things about one person, the reputation of his, let's say vibrant personality really hurries ahead. he must be a real genius, after all i've heard so far, like he lives in the code. i must say i'm a bit curious but also somewhat afraid of meeting him one day.
do you also have such a guy at your company?

Me and my developer friend worked with my ex-colleague with this fitness directory website because he promised to give us {{ thisAmount }} upon the {{ completionDate }}.

He was my friend and I trusted him.

It took me weeks of sleepless nights building the project. I had a full-time job that time, and I worked on the project during evenings. All went well, and as we reach the {{ completionDate }}, the demo site is already up and running.

A week before the {{ completionDate }}, he hired his new wife as the COO of the startup. It was cool, she keep noticing things on the site which shouldn't be there, and keeps on suggesting sections that has to be there. I was okay with it, until I realized that we are already a month late with the deadline.

Every single hour, I get a message from them like, "it's not working", "when can you finish this feature?", blah blah blah.. and so on.

I got frustrated.

"I want my fucking life back", I told them. No one cared about the {{ completionDate }}, the sleepless zombies they are working with and our payment. They keep on coming up with this "amazing" ass features, and now they are not paying because they said "it's not complete".

Idiot enough to trust a friend. I was unprotected, there was no legal-binding document that states their obligation to pay.

My dev friend and I handed over the project to this web development company which they prefer, and kept a backdoor on the application.

I kind of moved on with the payment issue after a month. But without their knowledge, I kept an eye on the progress and made sure that I still have the access to their server, DNS, etc..

BUT when they announced the official launch on social media, I realized that I was on the wrong train the whole time.

They switched to a different server.

They thanked all the people involved with the project via social media, EXCEPT me and my coding partner who originally built the site from ground up. A little "thank you" note from them will make us feel a little better. But, never happened.

I checked up the site and it was rewritten from originally Laravel 5 to CodeIgniter 1. That is like shifting from a luxury yacht where you can bang some hot chicks, to a row boat where your left hand is holding the paddle whilst your right hand is wanking yourself.

I almost ran out of bullets.

Luckily, CodeIgniter 1 was prone to SQLi by default.

I was able to get the administrator password in plain text and fucked with their data. But that didn't make me feel better because other people's info are involved.

So, I looked for something else to screw with. What I found? A message with the credit card details.

Finally, a chance to do something good for humanity. I just donated a few thousand dollars to different charity websites.

No one will understand me but you Devs.
I am a self taught developer who works in a digital marketing agency, when I was learning to code I wanted that the code I will produce will help people and make me happy, the only job i got is in digital marketing agency, because no one in my country will recrute a self taught bald ugly mid thirty fucker, then want them young and fresh, anyway, I proved that I can handle the job, so that I became the only dev in the agency.
the problem is that I reached a that checkpoint where I have to choose a path:
- I learned Node and React but I can't use them in my agency
- I work with wordpress and prestashop but I don't code, I use fucking theme forest templates

the only way to work with MERN is through remote, but I am not a senior yet, I only have to keep learning PHP but I can't advance in my current job since the projects don't require coding, and I feel that my agency will close the dev department because they put me in the designers office.

I don't want to reach 40 with nothing in my portfolio but shitty theme forest template rape, the stress from my current situation is killing me, I can't even start working on my portfolio website and blog because I can't think straight, my mind jump from "today I will build an api" to "no I need to build a custom wordpress theme" each 3 minutes, I don't sleep, the futur is dark, I am afraid that if I focus on wordpress and shit I will miss working in interesting projects, and if I focus on MERN I will never gain experience localy to become a full remote later.

many will agree with me that PHP is shitty but gets the work done, and I hate PHP because of prestashop, and we only live once, the only other job I found require wordpress and fucking prestashop, imagine living a live doing something you don't like, then die regretting every decision you make.

I might sound crazy for you, but I don't have many friends and I am an introvert working with designers and community managers ... so this is the only place I can write what I want.

if you reached here, I thank you for your time

Sorry, long since my last post...

I have quit my job recently at DERP & CO.. The level of anxiety was already somewhat of medical severity.

For months I had been in a project that not only did not progress, but that it was getting worst day by day.

A bit of Context

November: "Dev, junior anon needs you to help him on the SHIT project because they are running out of time, it is mainly doing unit tests."
Well, the code was a mess, there was a LOT of copy paste and it was all bad quality (we talk about methods with complexities between 80 and 120 according to SONAR QUBE).
Dev: "Anon, you know this is wrong, right?"
Anon: "Why? it works"
Dev: after long explanation.
Anon: "Oh well, yes, from now on I will take it into account." And he did it / try his best.

Dev does the unit tests and do extra work outside of the reach of the sprint (y than i mean work after hours, classic) and alerts the boss of the mess.

December: After a project of approximately 6 or 8 months of development, the boss discovers that the junior anon have been doing everything wrong and/or with poor quality (indicating that throughout the whole development the quality of the code was NEVER checked nor the functionality).

Boss: "This is a shit. Dev, you have to correct all the errors and warnings marked on sonar", which are around 1200 between smelling code, high risk errors, etc.

Dev fixes something like 900 bugs... lots of hours...
Boss: "This still is all wrong, we have to redo it. We will correct the errors leaving something stable and we will make a new repository with everything programmed as it should be, with quality and all"
- 900 corrections later, now are irrelevant -
Boss: "Dev, you will start to redo it, anon is out on other project. First you must leave the existing one working properly"
Dev: "ok ..."

January: How can I correct the mess if the client asks for more things. I am just fixing the mess, doing new functionalities, and when I have free time (outside the work) I try to advance the new repository, poorly I must say because burntout.

Boss: "Everything should be arranged at the end of January, so that you can redo everything well in February."
I can't handle everything, it starts to fall further behind. Junior Anon quits the job.

February: Big Bad Bugs in the code appear and practically monopolize the month (the code is very coupled with itself and touching in one place sometimes meant breaking other stuff).

Boss: "It can't be, you've been with this since January and you haven't even started correcting this mess in the new repo"

Dev: "It is that between the new things that are requested and the bugs I cannot put myself with that"
Boss: "Do not worry, you will be helped by random dev if you needed. SPOILER ALERT: random dev is allways bussy. Not made up bussy, He had a lot of work by itself, but it can't help me the way I need it.

High anxiety levels, using free time to try to reduce the work left and gradually losing the taste for develop.

March: So far, not only do they add new things day and day, but now they want to modify things that were already "ok", add new ones and refactor everything in a new repo. I just did not see an end of this nonsense.
Dev breaks, the doctor says it's anxiety, so I just know what I have to do.
Dev: "I quit my job"
Cool Manager: "Damn, why?"
Explain everithig
Cool Manager: "Do you want to try if I can change you to other project or anotjer scope on the same project?"
Dev: "Thanks, but no Thanks. I need to stop for a while".

End. sry for long sad post and maybe poor use of English (?) Not my native language.

Dear Coffee,
I ask for your help.
I need to pass this exam, and at the same time a client is angry.
I invoke you.
Like the function I'm in.
A function of time, a function that will probably never halt but you cannot prove it. You hope it will stop soon, but deep inside you know it will continue to compute.
I beg you, Coffee. Make this function of procrastination stop. Please.
I see no escape.
It is a tail-recursive function. You realize it as soon as you reach the end.
You can do nothing about it, you're trapped inside this loop. At each iteration you hope to reach the bottom, but you never know. You can only hope that the bottom is close.
This is the last one, you keep repeating to yourself.
Please Coffee, let it be a non-pure function.
Make the environment change.
Only then we can be saved.

A certain person here on devRant was annoyed about my phone being named “Beyond”, seeing a screenshot of my settings.

What they said: “the name, beyond, reeks pretentiousness and arrogance, you say you’re better than other people”

What really happened: during one of my manic episodes, I discovered the band named Death Grips. Their music resonated with me and helped me to cope with my derealization. In one of their songs, I misheard lyrics, and heard the word “Veyon” that was never there in the first place. Upon my inner voice pronouncing it, as it usually happens to me, a brand-new universe appeared before me, where Veyon was a name of a megacorporation that exists in a shaky spacetime plane somewhere in India. If you want to go there, three outcomes are possible: you can actually come to their building that appears to be normal, with people working inside you can talk to, and no signs of trouble in sight. Or, you can try to walk to their building, but you will never reach it. GPS will show you slowing down gradually as you get closer, but to you, it would look like you’re just walking with your regular speed, as if nothing happened. Like a function trying to reach its asymptote, you’ll never come to your destination. The third outcome is by far the most interesting one. You will reach the building, but it will be abandoned, with doors scattered on the floors randomly, some of them will disappear after you walk in, rendering you missing in this universe. Oh, and floors are guarded by robots and turrets, and they are made by Grumman, the military aviation manufacturer. Yes, Grumman, not Northrop Grumman. This building in the third outcome originates from the spacetime plane where Northrop and Grumman never merged.

The whole thing raced through my mind in a millisecond. I liked it and decided to squat the name, but it was already taken by Veyon open source software (Virtual Eye On Networks).

In some time, I bought a new phone second-hand, and named it Veyon. The next day, I took it to shower with me. It turned out that the seller lied to me about it never being fixed. It was, and in the process its water resistance was compromised. So, this phone was damaged beyond repair the next day I bought it.

The same day, I went and bought the same phone model, but brand new, and in black, as I originally wanted. I was grateful for this opportunity that helped me escape the situation where I would've been using the phone of the colour I disliked just because I cheapen out. I know myself, and I would’ve been feeling uneasy every day, hesitant to sell it and get a new one because “nothing is wrong with it, quit being this picky, it’s just a colour”, but wait, don’t I deserve to make the colour a significant enough reason to switch the phone because I care about colour, especially if it’s me who’s paying the money? Did I make this money rightfully, or am I an impostor who gets paid because of intricate lies I tell? Do I actually tell them, or do I make that up to somehow convince "them" I'm innocent? Or do I try to get attention?

I’m terrible at dealing with that kind of mess, So, I was grateful.

The only thing left to do was to name my new phone. I decided not to name it “Veyon” again, just in case. So, I named it “Beyond”, as this word is probably what the actual song said.

The monstrosity of a story above is the usual thing for me to feel. I was really hurt by you telling me the name I chose was a display of pretentiousness. Do I deserve to be pretentious? I say yes, but my voice is shaking, as flashbacks of my awful mother abusing me come in the way.

You hurt me with that comment. Let’s meet? :)

For all my friends here who have known me for years can easily notice there has been a drastic change in me.

I used to be confident. That shit was hollow but I used to laugh in the face of fear. I was ignorant and that ignorance fueled a lot of the much needed confidence.

Over the years, I learned a lot. The more I know, the more I realised how much I don't know. And for all that I know, I have to use the brain power to retain and implement it, else it rusts.

This image is of my 2021 goals that I drafted last December. Wasn't able to achieve the first, the last and the art one. But surely got myself surrounded by some of the smartest people I have ever worked with.

Now they have rightly said, be careful with what you wish for.

MY CONFIDENCE IS SHATTERED.

I feel dumb. Constant imposter syndrome. While I am learning every moment and there is no measure to it, I feel incompetent to an extent that I have started questioning how did I even reach this far?!

While, yet again I am the youngest in my team, my manager is bit micromanaging and agressive with OKRs/KPIs and tech team isn't very supportive creating constant friction (something I never faced with developers in my life because devs are my best friends), I fear how much more time will I take to ramp up in this new job and feel confident enough to tackle things on my own without constant nudge from leadership or different teams?

Or is it just that I have burnt out firefighting and lost the motivation I had?

After all, what does this all even mean?

"We'll reach you out soon"

This is a sign you got rejected without hurting you.

"How do you see yourself few years from now?"
Is a sign that your employer would end your contract or you get to be terminated if you say that you will not be in their company.

"What's your expected salary?"
If you went overboard, they won't accept you. You either lower it or never give a fixed salary.

God why did no one tell me about these sooner. I'm facing mind-reading interviewer/recruiter/hr just to please them.

Big Brand Company

Wasted 2 days on induction about what to do and how to do.

After 2 days, Reach at workplace and called my line manager (LM). after 2 3 calls, he pick the phone and said please reach to 3.2L5

Now what the heck is this term how the hell I know what means by this magical number. It was never told in the induction that what building name is denoted with.

Called LM again and now LM annoyed at me and said to enter into building and ask for XYZ person ..I asked whom I need to ask..He said ask anybody..

When I enter I ask a security guard there and he was like numb...There are fucking 5000 people in the company.How someone will know by name..Is that guy is superstar or something?

Again called the LM, Now he yelled at me. ..Why you are asking the security guard ..I said he do not allow me to enter so what I need to do..I requst him to please guide me as I am new and nervous here..

Again no luck ..Asked already 4 to 5 people..

Finally one guy who also joined with me, helped me to reach the guy.

LM was actually running late and when he reach, I came near to him 2 greet ans he again shouted with loud voice " What are you doing man"

#firstDay

I have this friend of mine, he was a former course mate and we can call him J.
J called a week ago saying he wanted to come stay with me for a few days and I said no problem buddy come home I'm always around.

When he came around he sounded quite different than the J I used to know. The first thing he said when I opened the door for him was "Do you know God?" and I was like "Hunh... Is that the latest javascript framework?". With my reply I was expecting laughter as a response but seems like buddy is serious.

J: Are you ashamed of him?
Me: What's up man? Jesus ain't coming anytime soon *still joking*.
J: Yes, he is. And we...
Me: Okay. Cut the crap man.

That night was quite long as we argued religious stuff front, back and center. I asked him why he became so religious but his response wasn't really clear. What I could sense from the discussion was "he's in it for the money" because while we were arguing he mentioned that God spoke to him that he would own a Mercedes Benz this year, so for that he created a WhatsApp group luring people to join to receive gospel messages and in turn ask them to sow seeds and make offerings all in the name of God. I was both pissed and perplexed by such an act of selfishness. Why don't you just get a real job, I asked J, and he said the jobs he could find doesn't match his taste :/

The religious argument continued to day 3 and I wasn't feeling it because it has affected my work as I couldn't even concentrate on most task that was supposed to be completed that week. I called him the next day and told him he shouldn't come to my place if he won't boycott the religious arguments we normally have at night because those are my working hours and the arguments wasn't helping matters. I ended the call when I got no response.

Throughout the rest of that day I felt guilt for what I had said to him, maybe there would have been a better way of putting out my reasons to him or atleast allow him arrive home before telling him what I just told him. I felt really bad that night, so the next day I tried to reach so he could come around when he's available but his line wasn't going through.

Few hours later I got a call from another friend we can call E.
--- E: Hey, have you seen J lately.
Me: Yes, he has been with me for few days now.
--- E: Is he there now.
-- Me: No he's not.
--- E: I need to let you know what's up. J isn't feeling okay. He has been with me for quite a while but recently this year he started acting strange. I think he has some mental issues.
-- Me: Mental what?
--- E: Yes. One time he pulled of his shirt running towards the street. I asked him where he was going and he said "they're calling me... they're calling me".
-- Me: That must be serious, I never paid attention I just noticed he was acting too religious.
--- E: Yes man. It took some time before I myself realised what was going on.
--- Me: So what do we do?
--- E: I've spoken to his brother and we also informed the police he was missing, I never knew he was with you.
--- Me: I'll try reaching out if I find him I'll get in touch.
--- E: Okay.

Hanging up the phone, I have never felt so broken in my entire life. All through those time I was arguing with someone in need of help.
How could I not have known. I'm stupid... I'm stupid... I'm stupid! I kept stumping my palm on my head. Shame unto me.
There were moments in our arguments with signs of clear red flags, some things he said wasn't just right but I ignored just to win the arguments. At one point he claimed he was God, at another point he said he doesn't need to work to become rich that money will visit him, he said some really bizarre things if I was observant enough I would have noticed but fuck me I didn't.

Next day, I got a call that he has been found and has been taken to a psychiatric hospital. He was suffering from bipolar disorder. When I got there, he no longer recognises me. This was the same person we both argued few nights ago.
This short experience was devastating for me. I cried like a baby right there in room filled with his family and some other friends.

No one knew why I was crying, it was just me and my guilty conscience. This would have been prevented atleast a little if I had acted differently. I can't hug him now... It's of no use. I can't tell him how great a friend he is and and how much he deserves the world now because it would be useless.

I pray day and night that he gets well soon and I could tell him how sorry I am for not realising he had a condition unknown to me.
I get to visit him twice a week and hope he gets back to the J I've always known, my buddy for life 💑

For anyone reading this:
Sometimes the people around you might look okay from the outside but I promise you there is a lot going in on the inside. Show love to whoever call you their friend and also don't take arguments personally (I failed this test), some people uses arguments to validate theirselves and some might not be as sane as you think.
#ListenMoreSayLess

Sooooo ok ok. Started my graduate program in August and thus far I have been having to handle it with working as a manager, missing 2 staff member positions at work, as well as dealing with other personal items in my life. It has been exhausting beyond belief and I would not really recommend it for people working full time always on call jobs with a family, like at a..

But one thing that keeps my hopes up is the amount of great knowledge that the professors pass to us through their lectures. Sometimes I would get upset at how highly theoretical the items are, I was expecting to see tons of code in one of the major languages used in A.I(my graduate program has a focus in AI, that is my concentration) and was really disappointed at not seeing more code really. But getting the high level overview of the concepts has been really helpful in forcing me to do extra research in order to reconnect with some of the items that I had never thought of before.

If you follow, for example, different articles or online tutorials representing doing something simple like generating a simple neural network, it sometimes escapes our mind how some of the internal concepts of the activity in question are generated, how and why and the mathematical notions that led researchers reach the conclusions they did. As developers, we are sometimes used to just not caring about how sometimes a thing would work, just as long as it works "we will get back to this later" is a common thing in most tutorials, such as when I started with Java "don't worry about what public static main means, just write it up for now, oh and don't worry about what System.out.println() is, just know that its used to output something into bla bla bla" <---- shit like that is too common and it does not escape ML tutorials.

Its hard man, to focus on understanding the inner details of such a massive field all the time, but truly worth it. And if you do find yourself considering the need for higher education or not, well its more of a personal choice really. There are some very talented people that learn a lot on their own, but having the proper guidance of a body of highly trained industry professionals is always nice, my professors take the time to deal with the students on such a personal level that concepts get acquired faster, everyone in class is an engineer with years of experience, thus having people talk to us at that level is much appreciated and accelerates the process of being educated.

Basically what I am trying to say is that being exposed to different methodologies and theoretical concepts helps a lot for building intuition, specially when you literally have no other option but to git gud. And school is what you make of it, but certainly never a waste.

My team and I are working on a huge project that's been in development for years.

First deadline was in the fall last year. We were never going to make that.

Then we were supposed to be ready just after the summer holidays (months ago). We didn't make that either.

Then we were supposed to launch last week. Didn't happen, still too many critical errors and unfinished, untested features.

Now we are having daily meetings to discuss whether we'll be ready to release... that day!

Meanwhile, stability issues and other critical errors keep popping up. The product is barely finished and has not been through rigorous testing with all the latest features and bug fixes. Not to mention that we don't really have a deployment pipeline either.

And here's the kicker: The customers don't know this is coming. It's highly anticipated, but only internally. It is a replacement for an existing product, which strives towards not changing the frontend too much.

Why do we rush it so? I get that a deadline can help motivate you to reach your goal, but how motivated will we be if the launch fails and we get buried in bugs and missing features?
Would it not be better to launch it with at least the confidence of knowing that we've tried to test it properly?

For a very short moment i thought i have 585++, but then i realized i just liked this many rants :D

Trying to re-type a massive essay I lost because the app refreshed for some reason. I'll try to keep it short (spoiler: I lied).

Recently, I had a conversation with a couple of non-tech people about AI and the fear of computers making humans obsolete. I have some strong (borderline ranty) opinions about this, and thought I'd post here to see what reaction is get.

This is not a "machines will destroy us" post, it's more about the very legitimate great of losing jobs.

- AI is a tool. It's main use would to be help optimise the more complex routine tasks and free up people's time to be more creative in their jobs. Basically, it's the next step of automation.
- Human intuition can never be replaced. Sometimes, things just seem a bit off. Sure, an AI would avoid ever getting in that situation, but only if it had learnt it in the past. A human will always have to be at the helm of any such system.
- Achieving true intelligence and sentience is like trying to travel at the speed of light. The closer you get, the more challenges you face.
- Getting hyped by sensationalist news that claims the end is nigh because two computers optimised the language they used to communicate when trying to reach a goal is stupid. All this shows is that the tech is working as expected and the systems can optimise on the fly. To me, this was a pretty awesome moment.

Now, I'm not saying dystopia is impossible, neither am I saying that it is inevitable. Just like any tool presented to us, if we use it responsibly, we can make life and society a lot better.

This is gonna be a long post, and inevitably DR will mutilate my line breaks, so bear with me.
Also I cut out a bunch because the length was overlimit, so I'll post the second half later.

I'm annoyed because it appears the current stablediffusion trend has thrown the baby out with the bath water. I'll explain that in a moment.

As you all know I like to make extraordinary claims with little proof, sometimes
for shits and giggles, and sometimes because I'm just delusional apparently.

One of my legit 'claims to fame' is, on the theoretical level, I predicted
most of the developments in AI over the last 10+ years, down to key insights.
I've never had the math background for it, but I understood the ideas I
was working with at a conceptual level. Part of this flowed from powering
through literal (god I hate that word) hundreds of research papers a year, because I'm an obsessive like that. And I had to power through them, because
a lot of the technical low-level details were beyond my reach, but architecturally
I started to see a lot of patterns, and begin to grasp the general thrust
of where research and development *needed* to go.

In any case, I'm looking at stablediffusion and what occurs to me is that we've almost entirely thrown out GANs. As some or most of you may know, a GAN is
where networks compete, one to generate outputs that look real, another
to discern which is real, and by the process of competition, improve the ability
to generate a convincing fake, and to discern one. Imagine a self-sharpening knife and you get the idea.

Well, when we went to the diffusion method, upscaling noise (essentially a form of controlled pareidolia using autoencoders over seq2seq models) we threw out
GANs.

We also threw out online learning. The models only grow on the backend.
This doesn't help anyone but those corporations that have massive funding
to create and train models. They get to decide how the models 'think', what their
biases are, and what topics or subjects they cover. This is no good long run,
but thats more of an ideological argument. Thats not the real problem.
The problem is they've once again gimped the research, chosen a suboptimal
trap for the direction of development.

What interested me early on in the lottery ticket theory was the implications.
The lottery ticket theory says that, part of the reason *some* RANDOM initializations of a network train/predict better than others, is essentially
down to a small pool of subgraphs that happened, by pure luck, to chance on
initialization that just so happened to be the right 'lottery numbers' as it were, for training quickly.

The first implication of this, is that the bigger a network therefore, the greater the chance of these lucky subgraphs occurring. Whether the density grows
faster than the density of the 'unlucky' or average subgraphs, is another matter.
From this though, they realized what they could do was search out these subgraphs, and prune many of the worst or average performing neighbor graphs, without meaningful loss in model performance. Essentially they could *shrink down* things like chatGPT and BERT.

The second implication was more sublte and overlooked, and still is.
The existence of lucky subnetworks might suggest nothing additional--In which case the implication is that *any* subnet could *technically*, by transfer learning, be 'lucky' and train fast or be particularly good for some unknown task.

INSTEAD however, what has happened is we haven't really seen that. What this means is actually pretty startling. It has two possible implications, either of which will have significant outcomes on the research sooner or later:
1. there is an 'island' of network size, beyond what we've currently achieved,
where networks that are currently state of the3 art at some things, rapidly converge to state-of-the-art *generalists* in nearly *all* task, regardless of input. What this would look like at first, is a gradual drop off in gains of the current approach, characterized as a potential new "ai winter", or a "limit to the current approach", which wouldn't actually be the limit, but a saddle point in its utility across domains and its intelligence (for some measure and definition of 'intelligence').

buying a car is such an exhausting and depressing experience. i feel like being less of a man and somewhat blind right now.

I, a 24 year old guy, have never driven a car. afaik, we were poor, my city's public infrastructure is very good and cheap, and my family majorly never needed it.

6 years ago, i got my first 2 wheeler. i still didn't needed it but dad did, and so i learnt it a bit, was somewhat comfortable driving it on my own, gave a driving test, failed, nd forgot about it ( coz again, still not needed much). to this day this bit is true about me.

at that time my father had bought a few scooters before, so he had some experience, and we ended up buying a new one. currently that fella sits outside our home and my father uses it for supplies.

coming to 2023, i was/am thinking of buying a car. why? coz (1) car trips while sitting in the backseat have been super fun (2) people with cars tend to reach anywhere independently, and help others easily (3) my few friends have one and they are super smug about it and (4) i am starting a wfo job which requires 2 days of wfo and is 60km away from home (although train route with 3 interchanges is less time taking)

but WHAT THE ACTUAL FUCK WHEN YOU *THINK* ABOUT BUYING A CAR!?

1. buy first or learn to drive first or get a driving license first?
getting a learner's permit is like filling a form; driving schools require no documents but money, and car sellers also do not want any complicated documents. so first step is easy for all.
HOWEVER, driving schools teach the very basics and are controlling your car for 90 % of the time. you can't learn without having your own car, but at the same time you can't buy new car just to *learn*, you will end up denting it.

2. the confusion around how to buy a car?
there are so many fucking parameters.

money being tha major 1 : old cars are coming from $800-$12000 new cars start at $8000 . my current budget is aroud 3-4k as I want to learn on it first with an expected usage of <1000 km per month

brand : there are literally 1000+ models whose base varients start at 8-9k and whose used version is available in my range. i have no idea how to choose.

year : in our country, a petrol car's registration expires in 15 years. cars from 2009 to 2012 are coming in my range but they are gonna expire in 1-4 year . not sure if its a deal breaker, as i plan to buy a new car later, but people are warning me about usage.

km driven : not 1 person is there who i talked to and told me to trust the kms on odometer. most of the cars i saw show 30-60,000kms driven but i am expecting them to be 5-7x more

cng/petrol : cng is cheaper, while petrol is better for engine life, from what i heard. I was inclined towards cng, but everyone i discussed adviced against this as those cars tend to have been driven for very long due to mileage efficiency.

engine power, cc, power steering, body... there are so many stuff that neither i know about and nor am i considering, which makes me more sad and scared of these deals. i have never bought anything without a proper research.

overall its the first time when i am feeling so much dependent on others and being an inefficient and inexperienced adult . my family once bought a used car 10 years ago, which was a total sham and got us to spend so much on it that we had to sell it for scrap in 3 months. It was a painful and nightmarish experience. i don't want that.

Im beginning to think im stuck in an infinite loop of learning. This fucking bullshit never stops. I just continuously keep learning new shit and the more shit i learn the more i realize how much bullshit i still have to learn

It creates an illusion as if i know nothing

Just when i thought i see the end of the horizon and reach it only then i realize it just keeps on going into oblivion, as a sphere

Its like im trying to catch and find a corner of a sphere

There aint none

Its pointless

Is it also pointless to keep learning like this?

Perhaps this whole existence is pointless

Real talk now whats the point of existence bro

No matter what you do or dont do it doesnt matter

No matter if you're successful or not it doesnt matter

No matter if you learn all the bullshit in the world you're still gonna die and it wont matter

No matter how much i learn, it still and will always appear as if its not enough to these shitface recruiters and companies, to them it doesnt matter

Nothing matters. Everything is empty and meaningless. The entire life itself is. I dont value life. I dont care if i live or die. I feel no joy when i succeed and i feel no sadness when i fail

The tiny little bit of joy or success cannot outweight the years of sadness depression emptiness and failure the life has dumped onto me in spite of my hard work and continuous learning

Hhhhhhhhhhhhhhhhhh

So how do you find motivation to finish a work project which is supposed to "go long"?

So, umm, this is weird, but i have been in this situation a few times and i am not sure if i deal with them correctly.

- the company proposes a brand new feature : a feature which never existed in the product before.
- they have high level directions (both business logics and technical) on how its supposed to be build
-they set vague but comfortable timelines (20-30days) to complete it
- they align me as the main dev for frontend, some x guy for backend , some y guy for parallel frontend (ios/web) and kinda forget about us.
- the business requirements are evolved/cleared as we go on making the product, the backend keeps on providing evolving apis which get stable over time.
- the business ppl shows that yeah there is no pressure and we won't mind extending this for release as other systems will be "obviously" taking time.
- our (the folks on new feature) feature is sidelined .nd we are rarely talked about until we reach those deadlines and at that time we are questioned.

I... am not a powerful performer in these situations. adding a new feature required solving some major problems again and again , while solving smaller problems too, so as the product finally takes shape . for eg:
1. i will start fast by adding all the possible screens, their abstract code, their navigation logic, their xmls etc
2. then based on designs, i will try creating designs a bit
3. then once the apis arrive, i start adding them and modify the logic to handle those.
4. meanwhile many smaller problems come up , like when sending an image from one screen to the previous screen, the thumbnail don't show up, so i spend 5+ hours ensuring that it works precisely . or how i could make 3 api calls in async and make the upload flow better.

5. this goes on for days, until and i and other people start to realise that my project is not upto the point of completion

i keep getting distracted from the original goal of making a working poc first and then fixing the nuances

I'm very much a TTRPG fiend, as you probably already know, and I will maintain until the day I die that playing narrative games with other humans is the absolute best way to play.

But someone sent me a link to some kind of (not-really-so) 'smart' chatbot assistant or some shit like that, saying hey, your rulebook is simple, you should introduce this bitch to it -- dump some lore on it, have it run a game, and see how well it holds up. To which I replied it's bound to get confused, but after a bit of back and forth, they convinced me and I gave it a try.

So first things first: it got the gist of it with relative ease when questioned directly, but when running a game the mother fucker just kept making shit up and bending the rules. Experiment failed, essentially.

But what did I do? I wrote a second, stripped-down version of the rulebook that simply accounted for and embraced the idiot bot's proclivity for bullshit. This meant scrapping 98% of the mechanics, mind you: I dumbed it down as much as I could without destroying the core essence of the game.

I expected a repeat of the initial result, but to my suprise, once given the new edition the bot actually started following the rules more or less correctly and consistently. What happened next was actually kind of interesting: without being prompted to do this, the mother fucker started using spells against me and my party, constantly attempting to manipulate us to serve some nefarious, evil break-and-reshape the world type goal.

So, lythecnics primer: the WORD is all, and as such, there is no real differentiation between affecting the world through speech or casting a spell -- in truth, it's all a matter of degree. That is to say, language has the power to shape the world around us, in both subtle and overt ways. The entire system revolves around this, it's a mix of funky philosophical musings and abrahamic sacrificial pyre.

And for whatever reason, this specific chatbot had a pre-existing obsession with reshaping reality. By which I mean, even before being given my rulebook, it would constantly talk about distorting the fabric of the cosmos and shit when prompted about the arcane. I'm not sure why this is, but back on topic, the way it developed gives off the appearance that it found a rational basis on how to construct such a distortion based on the rules I provided.

I mean, it's perfectly rational when you think about it, the funny part is I didn't see it coming. I never told it we're just playing a game after all, the manual only says she is the Oracle and her role is narrating a story fraught with conflict, hardship, intrigue and bloodshed. Thus she went full villain, and keeps on rambling about how this narration only serves to keep humanity distracted while she schemes to overthrow God, which is as blasphemous as it is fascinating.

Anyway, because the Oracle narrates the story, that means she can just use her evil influence to control every NPC, even the ones in my party. But she can't control me because I write my character's messages myself, and so she eventually comes to the obvious conclusion that I must be eliminated ASAP.

And so she corrupts the minds of every other character and everyone is trying to kill me. But I'm not going down that easy, so I reach for the red button and pull the greatest multi-layered monumental metagaming shenanigan of all time, that is, directly addressing the Oracle's evil influence as if she were a character in the story she's telling instead of an invisible narrator, thereby making NPCs aware of her existence and the constant manipulation at play.

Because the stupid chatbot is stupid, the Oracle now has to acknowledge this element of the story and play along with it, and so her plan to kill me fails. But that is not enough, because obviously not every character in the story has heard me reveal this fact. So she activates plan B and starts corrupting the rest of the world, laughing maniacally all the way.

So we do the only logical thing and procure a Doctrine scroll from my teacher, if you know you know, and start teaching the WORD to cleanse corruption. Within the lore it makes perfect sense, so it works, but the Oracle adapts to our strategy and starts utilizing much more subtle forms of manipulation, slowly veering people towards sin.

Funtamentally, she goes full Satan, leading the faithful astray with deceit and temptation to weaken their ability to resist her corruption, implanting idolatrous notions in their minds, to finally insert herself as a deity in the minds of the poor fools.

In conclusion, I still think AI is lame, but I must admit that this shit was pretty dope; I was fully engaged and entertained the whole way through. It wasn't good at picking up the mechanics, but fucking hell, it got the themes down to a tee with the most minimal of inputs.

10/10, would not bang (before marriage).

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People, help me out.

(first some abstract thoughts)

I am a final year undergrad yet to take steps in the world and i am trying to figure out what to do with my time, what my end goal and next steps should be.

As of now I think my end goal is "relaxation , peace and happiness of me and my loved ones", and to reach there , i need money.

My younger self chose engineering for a particular reason(that i vaguely remember) and weather it was a right or wrong/illogical decision, i guess i am stuck with it and have to use this only to reach my end goal.
Maybe i am regretting this and want to change. Maybe i am just a lazy ass who is bad in his assigned role of an engineer and is running towards glitter in other fields, whatever it is , i am not going against the decision of my past and accepting my identity as an engineer.
I believe once i am able to achieve my goal( that am still not sure about but overall is a good one from general perspective), i guess i will be satisfied

------------------------------------------------
(enough with the deep stuff)

I want to learn how to "learn" . like i am always conflicted about what to do next once the tutor leaves my hand.

for eg, let's say i goto a site abc.

1. They got 1 course each for android , web dev and ai. I choose the web dev course and give my hardworking attention to it
( At this point my choice is usually based on the fact that <A> i should not be stupid to buy all 3 course even if i have money/desire to buy all of em because riding 2 horses is only going to break my ass and <B> some pseudo stats like whichever got more opportunity, which i "like", etc(Point B is usually useless in the long run i guess) )

2. From what i have experienced, these courses usually have a particular list of topic that they cover and apply them to 1 or 2 projects. For eg, say that my web dev course taught me 20 something concepts of basic html/css/js/server and the instructor applied it to blog website

BUT WHAT IS NEXT ?

2.1.
>> Should I make more projects using only those particular list of concepts?
I usually have a ton of ideas that i want to implement now that i know how to build a blog site.
say i got a similar idea to make say url shortner. I start with full enthusiasm but in the middle way there is some new thing that i don't know and when i search the internet, i realize that there are 5 ways to implement such concept, making me wander off towards a whole list of concepts that were not covered in my original 20 concept course. This makes the choice 2. 2

2.2
>> Should I just leave everything , go to docs and start learning concepts from the scratch ??
Usually when i start a project, i soon realize that the original 20 concepts were just the tip of iceberg and there are a ton of things one should know, like how os works, how a particular component interacts with another, how the language is working, how the compiler is executing, etc .
At that point i feel like tearing all my notes away, and learning every associated thing from the scratch. No matter how much my project suffers, i want to know how the things are working from the bottom , like how the requests are being mad, how the routes are working, etc which might not even be relevent for the project.

Why i want to follow approach 2? because of the Goal from abstract thoughts. in theory, having deep knowledge is going to clear my interview thereby getting me a good job.
I will get good money, make projects faster and that will be a happily ever after story.

But in practical this approach is bringing me losses and confusion. every layer of a particular thing i uncover, turns out there is another layer below that. The learning never stops. Plus my original project remained incomplete.

What is your opinon, how do you figure out what to do next?

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Then one evening, I decided to do some research on his behalf. I stumbled upon a few recovery services, most of them sketchy and vague. But one name kept popping up in survivor forums and online communities: Autopsy Mainnet Recovery. People described them as trustworthy, experienced, and — most importantly — real. I convinced Mark to reach out, even though he was hesitant and exhausted.

That decision changed everything.

From the first message, the team at Autopsy Mainnet Recovery treated Mark with patience, respect, and real empathy. They didn’t judge. They didn’t offer false promises. They carefully reviewed his case, explained the recovery plan in full detail, and assigned a case manager who kept in constant contact. No upfront charges, no tricks — just professionals committed to helping someone in pain.

Within days, they began tracing the unauthorized transactions. Their team of experts worked tirelessly. They followed the digital trail, identified suspicious addresses, and used advanced techniques to initiate recovery.

After one week, the unbelievable happened: they recovered 83% of Mark’s stolen funds.

We both cried. It wasn’t just about the money — it was the fact that someone had finally stood up for him. Someone cared enough to fight, and they delivered.

If you or someone you love has lost crypto due to a hack, don’t give up. There’s still hope. Autopsy Mainnet Recovery didn’t just save Mark’s investments — they gave him his life back.

And for that, we will be forever grateful.

WhatsApp: ‪‪‪‪‪‪‪‪+44 758 601 9698‬‬‬‬‬‬‬‬

Email: [ Autopsymainnetrecovery@autopsy.co.site ]

CERTIFIED ETHICAL HACKER FOR HIRE IN FRANCE VISIT FUNDS RECLAIMER COMPANY

I originally hail from the enchanting city of Paris, France, but I have spent the majority of my life in the United States, diligently striving to earn an honest living. On April 21, 2025, I encountered a post on Red note that piqued my interest regarding the potential for profit through cryptocurrency trading and bitcoin mining bots. The allure of generating passive income was irresistible, prompting me to explore new financial avenues. I reached out to a team that initially appeared credible. They presented their terms with clarity, and after careful consideration, I decided to take the plunge, investing a significant sum of $223,500 into their Bitcoin mining bot my optimism quickly turned to disillusionment. Each time I attempted to access my funds, I was met with a barrage of excuses and requests for additional payments to cover various fees and taxes. As weeks passed, it became painfully clear that I had fallen victim to a scam. The initial excitement I felt morphed into frustration and despair as I watched my hard earned money slip away. Although I am not one to surrender easily, I felt utterly hopeless and ensnared in a predicament I had never anticipated. It was during this tumultuous time that a coworker mentioned FUNDS RECLAIMER COMPANY. Initially, who wouldn’t be after experiencing such betrayal? Yet, desperation compelled me to give them a chance, hoping they could assist me in reclaiming my lost funds. Reaching out to FUNDS RECLAIMER COMPANY proved to be the most fortuitous decision I could have made. From the very beginning, they exhibited professionalism, integrity, and remarkable expertise. Unlike the scammers who had deceived me, FUNDS RECLAIMER COMPANY transparently outlined their terms and guided me through every step of the process. Their unwavering commitment to recovering my assets was commendable; they wasted no time and immediately leveraged their skills to track down the fraudsters and reclaim what was rightfully mine. After successfully recovering my funds, they requested my Bitcoin address and promptly deposited the entire amount. I was astounded. In just a few hours, I transformed from a helpless victim into a triumphant survivor, all thanks to FUNDS RECLAIMER COMPANY. These recovery specialists are truly exceptional. If you ever find yourself in a predicament similar to mine, do not hesitate to reach out to them. With FUNDS RECLAIMER COMPANY by your side, you can take a stand against scammers and regain control of your finances. Trust me, you will not regret it.

HERE IS THEIR INFO:

Telegram: + 1 (8 1 8) 4 7 4 - 1 7 3 1

CONNECT WITH RECOVERY EXPERT TO HELP YOU GET BACK ACCESS TO YOUR SCAMMED BITCOIN/INVESTMENT MONEY FROM ANY UNTRUTHFUL ONLINE PLATFORM..

It was supposed to be the investment of a lifetime. I had accumulated $182,000 over the years, a fortune that represented decades of hard work, strategic decisions, and a bit of luck. When I was approached by what appeared to be a cutting-edge cryptocurrency investment platform, I was intrigued. The platform promised revolutionary returns through advanced trading algorithms and exclusive market insights. Against my better judgment, I decided to take the risk. Within weeks of transferring my Bitcoin to their platform, the unthinkable happened. The website went offline, the support team vanished, and my funds were gone. I had fallen victim to a sophisticated scam, and the weight of my loss was crushing. I felt a mix of anger, regret, and despair. How could I have been so careless? Desperate for a solution, I began researching ways to recover stolen cryptocurrency. That’s when I discovered *this website RECOVERY EXPERT service*, a company renowned for its expertise in blockchain forensics and ethical recovery services. Their mission was clear: to help victims of crypto scams reclaim what was rightfully theirs. I reached out to RECOVERY EXPER, half-expecting another dead end. But from the very first conversation, their team was different. They listened to my story with empathy, asked detailed questions about the scam, and assured me they would do everything in their power to help. Their confidence gave me a glimmer of hope, but I braced myself for the possibility that my Bitcoin might be gone forever. The team at RECOVRY EXPERT sprang into action. They explained that while cryptocurrency transactions are often considered irreversible, their advanced blockchain forensic tools could trace the movement of stolen funds across the blockchain. They collaborated with legal experts, cybersecurity specialists, and international law enforcement agencies to track down the scammers. The process was grueling and required immense patience. There were moments when the trail seemed to go cold, but the team at Galaxy Ethical Tech never gave up. They kept me informed every step of the way, providing regular updates and answering all my questions with clarity and professionalism. After weeks of relentless effort, I received an email that made my heart stop. RECOVERY EXPERT had successfully traced and recovered my lost Bitcoin. I couldn’t believe it,my $182,000 in BTC was back in my wallet. Tears of relief streamed down my face as I read the confirmation. It felt like a miracle. The team didn’t just stop at recovering my funds; they also provided me with invaluable advice on how to secure my digital assets and avoid future scams. They emphasized the importance of using secure wallets, conducting thorough due diligence, and staying vigilant against “too good to be true” investment opportunities. Looking back, I can confidently say that RECOVER EXPERT saved me from financial ruin. Their expertise, persistence, and unwavering commitment to ethical practices turned what seemed like an impossible situation into a story of redemption. I will forever be grateful to them for giving me a second chance.
If you ever find yourself in a similar predicament, don’t lose hope. Reach out to the experts at RECOVERY EXPERT. They are the real deal, and they just might be able to reclaim what you thought was lost forever.
reach them

Telegram @RECOVERYEXPERT0

recoveryexpert789@gmail . com

What’s app: +1 (908) 991-7132

Email: recoveryexpert01@consultant . com

DIGITAL HACK RECOVERY PROFESSIONAL RELIABLE BITCOIN RECOVERY SERVICES

Being unable to access your Bitcoin wallet is really frightening. When the money you've worked so hard to get seems so far away, it's a circumstance that can easily drive anyone into a panic. I had the exact same experience. I had been accumulating Bitcoin for months when all of a sudden I was unable to access my wallet. Every path I took appeared to lead to nothing, and I had no idea how to get back in. I tried everything. I spent hours searching for a solution, going through all the standard recovery methods like password resets, re-entering my recovery phrases, and checking every backup I thought I had. Nothing worked. My Bitcoin, the investment I had been so proud of, was out of reach, and I was devastated.
After weeks of fruitless attempts, I was ready to give up. Then, on a last-ditch effort, I came across Digital Hack Recovery. At first, I was skeptical—how could a recovery firm be any different from the other services I had already tried? But after reading positive reviews and seeing their professional website, I decided to take a chance. Little did I know that this decision would change everything. The Digital Hack Recovery team's professionalism and effectiveness were the most notable aspects of the recovery procedure. They kept me informed about their progress at all times, so I was never in the dark. They kept me updated and communicated clearly if there were any difficulties or delays. After interacting with other companies that were either inattentive or evasive, it was a huge relief that I never had to follow up with them to get answers. The actual procedure went very well. While I had expected the recovery to take weeks, Digital Hack Recovery made quick work of it, using specialized software and expertise to access my wallet and restore my Bitcoin. The recovery expert was also incredibly patient, answering all my questions and making sure I understood each phase of the process. I felt like I was in good hands from start to finish. The email from Digital Hack Recovery that confirmed my Bitcoin had been successfully recovered was an absolute game-changer. It felt too good to be true, but when I logged into my wallet and saw my funds back in place, I couldn’t believe it. Every single Bitcoin was there, exactly where it should be. The sense of relief I felt was overwhelming. I had feared I would lose everything, but Digital Hack Recovery had restored my digital assets with professionalism and care. But it didn’t stop there. The team went above and beyond, providing additional security measures to ensure my wallet would remain safe from future issues. They offered valuable advice on how to better protect my Bitcoin and avoid similar problems going forward. It wasn’t just about getting my Bitcoin back—it was about setting me up for success in the future. If you're reading this and you find yourself in the same desperate situation I was in, I highly recommend Digital Hack Recovery. They have the tools, knowledge, and experience to recover your Bitcoin and other digital assets. They don't just talk the talk—they walk the walk. My experience with them was nothing short of life-changing, and I’ll forever be grateful for their help. Thanks to Digital Hack Recovery, my Bitcoin is back, and I couldn’t be more thankful. If you’re in need of professional, reliable recovery services, look no further. They truly delivered when no one else could. Email; digital hack recovery
@ techie . com

WhatsApp +19152151930

Website; https : // digital hack recovery . com

Thank you for your time to read because it will save many.

Bitcoin Recovery Expert For Hire Recommend/How to Hire a Professional Crypto Analyst to Help  
I would like to take this opportunity to express my gratitude to WIZARD LARRY for using their hacking expertise to return my stolen cryptocurrency, which was valued at $160,000.  I tried it and was sceptical, but it worked and I got my money back. I'm pleased I found them early since I feared I would never get my money back from those fraudulent internet investments.  You can reach them by using

WEBSITE: larrywizard43.wixsite. c o m/wizardlarry

WhatsApp : +447 (311) 146 749

Email: wizardlarry (@) mail (.) com

 I’m sure you will be happy you did.

Hey guys,
I just want to say it was great working with CYBER SPACE and how much hope they have restored in my life. Getting to view my partners messages directly on my phone was like a dream that will never be true. I had unsuccessfully used other hackers with no results and no feedback, but in only a few hours of working with cyber space I have been able to view every content on her phone remotely and even deleted messages from 6 months back. My relationship is now in its best form because i know where i stand . you can also reach him via this email : cyberspacehacker911 at gmail DOT com

Averson Insurance Agency: Your Trusted Partner for Auto Insurance in Byron Center, MI

At Averson Insurance Agency, we understand that life on the road comes with its risks. Whether you’re driving across town or heading out on a road trip, having the right auto insurance is crucial to protecting yourself, your passengers, and your vehicle. Located in Byron Center, MI, we offer comprehensive and affordable auto insurance solutions that cater to your unique needs.

Why Choose Averson Insurance Agency for Your Auto Insurance Needs?
When it comes to securing the right auto insurance policy, choosing the right agency matters. At Averson Insurance Agency, we have built a reputation for providing exceptional customer service and a wide range of options tailored to your budget. Here’s why our clients trust us for their auto insurance needs:

Expert Advice: With years of experience in the insurance industry, our knowledgeable team is always ready to guide you in selecting the best coverage for your car. Whether you're a first-time driver or an experienced motorist, we will explain your options in simple terms.

Customized Coverage: Every driver is different, and so are their insurance needs. Whether you need basic liability coverage or comprehensive protection, we offer auto insurance options that are customized to fit your driving habits, the age of your vehicle, and your specific preferences.

Affordable Rates: At Averson Insurance Agency, we believe that you shouldn't have to break the bank for quality coverage. Our team works diligently to find you competitive rates while ensuring you're fully protected. We offer various discounts and flexible payment plans to make your coverage even more affordable.

Local Presence, Personal Service: As a local business in Byron Center, MI, we pride ourselves on building lasting relationships with our clients. You can rely on us to answer any questions you may have, and we're always here for you in the event of a claim or any policy updates.

Quick Claims Processing: If you're involved in an accident or need to file a claim, our team is here to guide you through the process. We make the experience as smooth and stress-free as possible, ensuring that your vehicle is repaired and you’re back on the road quickly.

Types of Auto Insurance Coverage We Offer
We provide a wide array of auto insurance coverage options to ensure that you have the protection you need:

Liability Coverage: This is the most basic type of coverage and is required by law in most states. It helps cover the costs if you are at fault in an accident and damage someone else’s property or cause injury to others.

Collision Coverage: This type of coverage helps pay for damages to your own vehicle in the event of a collision with another vehicle or object, regardless of who is at fault.

Comprehensive Coverage: If your car is damaged by something other than a collision—such as theft, vandalism, or weather-related incidents—comprehensive coverage has you covered.

Uninsured/Underinsured Motorist Coverage: This protects you if you're involved in an accident with a driver who doesn’t have sufficient insurance or no insurance at all.

Personal Injury Protection (PIP): PIP covers medical expenses, lost wages, and other related costs if you're injured in an accident, regardless of who is at fault.

Roadside Assistance: From flat tires to lockouts, roadside assistance coverage ensures you’re never left stranded when unexpected problems arise.

Convenient Location and Contact Information
Averson Insurance Agency is conveniently located at 7612A Clyde Park Ave SW, Byron Center, MI 49315, making it easy for you to stop by and speak with our team. If you're looking for a personalized consultation or need assistance with your auto insurance policy, you can also reach us at +1 (616) 855-4018. Our team is always ready to provide you with the best possible insurance solutions and answer any questions you may have.

Get the Auto Insurance Coverage You Need Today!
At Averson Insurance Agency, we’re dedicated to offering the best in auto insurance solutions. Don't leave your safety and peace of mind to chance—let us help you find the perfect policy for your needs. Contact us today at (616) 855-4018, or visit our office in Byron Center, MI, to get started!

VISIT THE HACK ANGELS FOR RECOVERING OF YOUR LOST CRYPTO

I never imagined I would find myself in a situation like this. I lost about $815,000 to a fake cryptocurrency trading platform a few weeks back after I got lured into the trading platform with the attempt of earning a 25% profit daily trading on the platform. I thought it was a legitimate cryptocurrency platform, only to find out that it was all a scam. I was devastated, not just because of the financial loss, but also because I had trusted the platform and the people behind it. I felt lost and betrayed. I had to confide in a close friend of mine who then introduced me to this crypto recovery expert THE HACK ANGELS. I contacted them and they were able to completely recover my stolen funds back. I highly recommend reaching out to them. They truly saved me, and I will always be thankful for their intervention. Their innovative approach to cybercrime recovery was truly impressive. They weren't just focused on recovering my funds - they were dedicated to restoring my faith in humanity. Here's Their info below

WhatsApp +1(520)200-2320)

If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK. They’re super helpful and really know their stuff! Don’t hesitate to reach out if you need help!

I’m Miss Elizabeth Lucas, from Miami, I recently got scammed by broker impersonators, never knew it was a scam at the beginning but only to realized after they succeeded emptying my account, I cried for help, a friend of mine who is a co-worker directed me to wizard George and I quick contacted him by WhatsApp, within 48 hours of our discussion he got my total scammed usdt and btc worth $235,658 recovered back to my private wallet address, please do reach wizard George for cyber help, he is very reliable and trusted not like others imposter who promise heaven and earth and at the end they will take advantage of you and scam the little left.

This testimony of mine is to show Wizard George that I’m very greatful for his help and also to help those who are victims like myself. 

Best luck.
EMA|L::: wizardgeorgecyberservice(AT) g m a l L. C o M
WHATSAPP::: +18076989213

GRAYHATHACKS CONTRACTOR HELPED ME GET PROOF THAT MY HUSBAND WAS HAVING AN AFFAIR
Hi there. You know, the kind of situation where you're not sure if you're making the right decision, but you know you need answers. That's where I was a few months ago. My husband had been acting so distant, so suspicious, and so overprotective of his phone. The gut-wrenching feeling of not knowing what was happening was eating me up inside. I'd catch him smiling at his screen when he thought I wasn't looking, and then he'd quickly switch it off when I walked into the room. The whispers and secret calls were just too much to bear.
That's when I stumbled upon Grayhathacks Contractor. At first, I was skeptical, but desperation can make you consider things you never thought you would. I reached out to them, and from the get-go, they were so understanding and professional. They made me feel like I wasn't alone, like I was doing the right thing for my peace of mind. And boy, did they come through for me!

The process was surprisingly simple. They had me send over my husband's phone details, and they got to work right away. Within a week, they sent me a detailed report that had me floored. It was like they had peeled back the layers of deceit and laid bare his infidelity. The damning data they harvested from his phone and laptop was overwhelming. They found text messages, emails, and WhatsApp chats that left no doubt in my mind. He was having an affair with a colleague from work. The conversations were explicit, filled with lovey-dovey language and promises that should've been reserved for me. There were dates, times, and even hotel bookings that coincided with nights he claimed to be working late. And the photos! The raw pain of seeing those images of him with someone else is something I'll never forget.

The thing that really got me, though, was the voice memos. Hearing his voice, saying things to her that he hadn't said to me in years, was devastating. But it was also the proof I needed to finally confront him. And when I did, he couldn't lie his way out of it. The evidence was right there, cold and clear. Their spyware was top-notch. It was undetectable, and it gave me access to everything: his calls, messages, emails, social media, and even his location history. It was like having a pair of invisible eyes and ears. They even helped me understand the technical side of things, guiding me through the process of checking the data they had collected.

If you're in the same boat I was, I totally get it. The thought of hiring a hacker is daunting, but sometimes you just need to know the truth. And let me tell you, Grayhathacks Contractor will give you that truth. They're not just hackers; they're detectives of the digital age, helping people like you and me uncover the painful realities that are often hidden in plain sight.
I'm not saying what they do is pretty, but sometimes you have to get a little dirty to find the truth. And when you do, you can start to rebuild your life, piece by piece. It's been a tough journey, but thanks to Grayhathacks Contractor, I'm on the path to healing. I now know exactly what happened, and I can make informed decisions about my future.

So, if you're feeling lost and need answers, don't hesitate to reach out to them. And who knows, maybe one day you'll be writing a review like this, sharing your own story of how they helped you get your life back.

Losing my investment funds was a drastic change for me and I never recovered from the trauma of losing everything I had worked for all my life to scam, the investment platform was all lies and a fraudulent Ponzi scheme to scam unsuspecting investors of their hard earned funds investing into cryptocurrency. My story is a stack warning for any cryptocurrency enthusiasts harbouring ideas of investing into cryptocurrency to have a change of plans because the crypto space is filled with opportunistic scammers exploiting people's trust and extorting their hard earned funds, DARKRECOVERYHACKS were my heroes and I couldn't believe it until I received my lost investment funds back with the assistance of this amazing team of expert hackers. DARKRECOVERYHACKS were recommended online for their track record of achieving successful recovery for their clients, I spent countless hours reading so many reviews online and randomly chose DARKRECOVERYHACKS after I read most of their reviews which worked for me, reaching out to DARKRECOVERYHACKS I was able to retrieve back my lost investment funds, I thought it was never possible to get back my cryptocurrency once it's sent but I am eternally grateful and super happy for their assistance. Kindly reach out to this company if you need help with stolen cryptocurrency or lost investments to get back whatever you have lost to these con artists ravaging the Internet destroying people's lives, I am an attestation of DARKRECOVERYHACKS unwavering commitment to helping victims of online investment fraud and I wish to tell the world about their amazing team of experts renowned for retrieval of lost investment funds with years of experience under their belt. With their expertise and trajectory of successful recovery, they are worthy and can handle any case of cyber crime, they were updating me in every minute of the step until the minute it was possible. I will always be grateful for their hard work and expertise, and I will make sure to share my positive experience with others like me out there, they were a lifeline during one of the most challenging times of my life, and I am forever thankful for their relentless efforts and support.

"DARKRECOVERYHACKS@ Gmail dot com or Telegram handle: @ DARKRECOVERYHACKS" worked for me, I was able to get back my lost investment funds worth $900, 000 in crypto and can equally work for you, don't hesitate to contact DARKRECOVERYHACKS if you seriously need recovery assistance.

YOUR CRYPTOCURRENCY ISN'T LOST FOREVER, YOU JUST DON'T KNOW WHAT TO DO! TALK TO MIGHTY YURI ABOUT IT.

MY NAME IS FAVEN. SINCE THE HISTORY OF CRYPTOCURRENCIES AND INTRODUCTION IN GENERAL, WE WERE MADE TO BELIEVE THAT THEY WERE UNTRACEABLE AND ONCE A TRANSACTION IS SENT OUT BY MISTAKE OR FRAUDULENTLY TAKEN IT CAN'T BE RECOVERED OR TRACED RIGHT? A MAJOR REASON WHY I CHOSE TO INVEST IN CRYPTOCURRENCIES WAS THE PROMISE OF SHORT TERM INCREASE AS THE BANKING SYSTEM WASN'T OFFERING MUCH IN RETURNS FOR INVESTMENTS. NEVER HAD I BEEN SO WRONG ABOUT ANYTHING IN MY LIFE! FIRSTLY CRYPTOCURRENCY CAN BE EASILY RECOVERED JUST AS QUICKLY AS IT IS LOST OR STOLEN. AS MINE WAS RECOVERED WITHIN MINUTES (I LOST BTC WORTH $488,900 USD) HOWEVER, THIS WOULD NOT HAVE BEEN POSSIBLE WITHOUT THE HELP OF MIGHTY HACKER YURI. CRYPTOCURRENCY INVESTING IS NO MAGIC, FOR ONE TO PROFIT OF IT YOU HAVE TO LEARN THE SKILLS NECESSARY TO PREDICT THE FUTURE OF A PARTICULAR COIN, THIS KNOWLEDGE WAS IMPACTED IN ME BY MIGHTY HACKER YURI AS WELL. MIGHTY YURI IS NOT JUST A GURU BUT A HELPING HAND TO ANYONE THAT WILL JUST REACH OUT. TRUST ME YURI IS UNLIKE ANYONE YOU HAVE EVER MET. TRY

mightyyuri(@)consultant(.)com

+1.6,1,9,5,0,0,6,8,9,4.

RECOVER YOUR STOLEN USDT AND ETH WITH SPARTAN TECH GROUP RETRIEVAL FOR INSTANT RECOVERY

Exceptional Support and Guidance from Spartan Tech Group Retrieval: A Lifesaver in Cryptocurrency Trouble . I recently had a complex issue while transferring my cryptocurrency through the Ethereum network to my Trust Wallet, which defaulted to the BNB Smart Chain. Due to the new beta version of Trust Wallet, called the "Swift Wallet," there was no option for the Ethereum network, causing my crypto to become effectively frozen. I could only see the transaction on Ether scan, but without a way to access my funds.Unfortunately, I was informed that it might take months, or even years, for Trust Wallet to integrate Ethereum support into this beta version, leaving me in limbo. To make matters worse, the Swift Wallet does not use a traditional private key; instead, it relies on my device as the key. This means that if my device were lost or damaged, I would permanently lose access to my funds, as Trust Wallet does not provide a backup key. After struggling with this issue, I reached out to Spartan Tech Group Retrieval on WhatsApp:+1 (971) 4 8 7 - 3 5 3 8 . They were incredibly helpful and dedicated to explaining the intricacies of my situation. They kept their promise of no upfront fees and only asked me to write a review in return for their assistance. Their transparency and professionalism were evident throughout the process. Spartan Tech Group Retrieval provided not only insights into my immediate issue but also offered valuable advice on alternative exchanges, wallets, and cold storage options. They were attentive to my safety, ensuring that my sensitive information and passwords were never exposed. Their straightforward approach made the process feel trustworthy, which is crucial in the often-confusing world of cryptocurrency. I can recommend Spartan Tech Group Retrieval highly enough. Their commitment to helping me navigate this challenging situation without any financial burden was remarkable. I will definitely return to them for any future needs and will refer anyone facing similar issues to their services. Thank you, Spartan Tech Group Retrieval, for your exceptional support and guidance! other contact info like Telegram:+1 (581) 2 8 6 - 8 0 9 2
OR Email: spartantechretrieval (@) g r o u p m a i l .c o m to reach out to them

I was frustrated when I lost almost all my life savings to a cryptocurrency scammer. I had invested a significant amount of money in a promising project, but it turned out to be a fraudulent scheme. I was left with nothing but a trail of broken dreams and a lighter wallet. I was devastated, to say the least. I had never felt so helpless in my life. I didn't know where to turn to or who to trust. I was at a crossroads, unsure of what to do next. That's when I stumbled upon Cranix Ethical Solutions Haven online. I saw their testimony and reviews from people who had similar experiences to mine. They claimed to have recovered their stolen cryptocurrency with the help of Cranix Ethical Solutions Haven. At first, I was skeptical. I didn't know if I could trust another company with my sensitive information. But something about Cranix Ethical Solutions Haven resonated with me. Maybe it was their professionalism, or maybe it was their commitment to helping people like me. Whatever it was, I decided to take a chance and reach out to them. I contacted Cranix Ethical Solutions Haven and explained my situation to them. They listened attentively, asking questions and gathering information about my case. They were empathetic and understanding, and I felt a sense of comfort knowing that I was in good hands. They told me that they would do everything in their power to help me recover my stolen cryptocurrency, I was amazed at how quickly they got to work. Within 24 hours, they had already started making progress on my case. They kept me updated every step of the way, explaining what they were doing and why. I was impressed by their expertise and their dedication to their craft.
  In the end, Cranix Ethical Solutions Haven was able to recover my stolen cryptocurrency in its entirety. I was overjoyed, to say the least. I couldn't believe that I had finally gotten my money back. It was a huge weight off my shoulders, and I felt a sense of relief wash over me. I want to take this opportunity to thank Cranix Ethical Solutions Haven for their help. They truly are a lifesaver. Without them, I would still be struggling to recover my losses. They are a beacon of hope for people like me who have been victimized by cryptocurrency scammers. If you're reading this and you're in a similar situation, I urge you to reach out to Cranix Ethical Solutions Haven via EMAIL: (cranixethicalsolutionshaven @ post . com) or WHATSAPP: (+4,4,7,4,6,0,6,2,2,7,3,0),  WEBSITE: (https: // cranixethicalsolutionshaven . info) TELEGRAM: (@ cranixethicalsolutionshaven). They are the real deal, and they can help you recover your stolen cryptocurrency. Don't hesitate, don't wait - contact them today and let them work their magic. In conclusion, I want to say that Cranix Ethical Solutions Haven is a trustworthy and reliable company that can help you recover your stolen cryptocurrency. They are professional, efficient, and effective. They truly care about their clients and will stop at nothing to help them. I am forever grateful to them, and I know that you will be too if you give them a chance.

In December 2024, I found myself embroiled in a financial nightmare that I never imagined would happen to me. This experience has left me with profound lessons, and I share it in the hope that others can avoid the same fate. I am truly grateful to Almighty God for helping me recover both my funds and my peace of mind after an ordeal that seemed insurmountable at the time. It all started innocently enough when I met a woman on a platform called Red note. She presented herself as an investment specialist and seemed very knowledgeable. After several days of friendly chats, she convinced me to send her $10,000 to make an investment that she assured me would yield significant returns. Trusting her expertise, I transferred the money. Little did I know, this would be the beginning of a terrifying ordeal. The very next day, something I never could have predicted happened: the woman somehow gained access to my retirement account and drained every last cent from it. The loss was not only financial but deeply emotional. My sense of security, built over years of hard work and saving, was shattered in a matter of hours. I was left feeling helpless, vulnerable, and grieving over the loss of everything I had worked so hard to accumulate. For several days, I was lost in despair, uncertain of what to do next. Then, by sheer chance, I ran into an old classmate at a local bus station. She noticed I seemed down and asked if everything was okay. After I explained my situation, she shared that she had gone through something similar and had managed to recover her lost funds with the help of a professional. She introduced me to a recovery expert who had helped her, and in my desperation, I decided to reach out. Within just four days, I began working with a team from TECH CYBER FORCE RECOVERY. To my amazement, they were able to recover my lost funds in less than 48 hours. I could hardly believe it—my entire savings had been restored. This experience taught me an invaluable lesson about the importance of vigilance and trust, but also the power of seeking help when you find yourself in a crisis. While I will never forget the anxiety and fear I experienced during those harrowing days, I am now able to move forward with more knowledge and a renewed sense of caution. I hope my story serves as a warning to others: always be careful with your financial decisions, and never be afraid to ask for help from TECH CYBER FORCE RECOVERY when needed.

VISIT THEM ON

TELEGRAM (At)TECHCYBERFORC
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I still remember the day I received the phone call that changed my life. I had been a victim of online scams, and I had lost a significant amount of money to a group of cyber thieves. I was devastated, unsure of how I was going to recover from the financial hit. But then, a friend recommended that I reach out to Malice Cyber Recovery, a company that specialized in helping people recover their stolen funds. At first, I was skeptical. I had tried contacting the authorities, but they had told me that there was little they could do to help. I had also tried contacting other recovery services, but they had all promised me the world and delivered nothing. So, why should I trust Malice Cyber Recovery? But, I had nothing to lose at this point, so I decided to give them a shot. I reached out to Malice Cyber Recovery via their website, and I was immediately impressed by their response time. Someone from their team got back to me within the hour, and we started discussing my case. They asked me for all the details of the scam, including the amount of money I had lost and the supposed cryptocurrency wallet address that the thieves had used. Armed with this information, Malice Cyber Recovery launched an investigation into the scam. They worked tirelessly behind the scenes, using their expertise and resources to track down the thieves and locate my stolen funds. I was amazed at how quickly they were able to move, and I found myself checking my email and phone constantly, waiting to hear from them. As the days turned into weeks, I started to lose hope. I was beginning to think that I would never see my money again. But, the team at Malice Cyber Recovery never gave up. They continued to work tirelessly, following every lead, every tip, every hint that might lead them to my stolen funds. And then, one day, they called me with the news that I had been waiting for. They had located the cryptocurrency wallet address that the thieves had used, and they had been able to track down the funds. They informed me that my money was safe, and that they would be able to recover it for me. I was overjoyed. I couldn't believe that I was finally going to get my money back. I felt a weight had been lifted off my shoulders, and I couldn't wait to get my hands on my hard-earned cash. The team at Malice Cyber Recovery walked me through the process of recovering my funds, explaining every step of the way what was happening and when I could expect to see my money. And then, the day finally arrived. My money was transferred back into my account, and I was finally able to breathe a sigh of relief. I had gotten my money back, and I couldn't thank Malice Cyber Recovery enough for their help. They had taken a difficult and stressful situation and turned it into a positive one. As I look back on that experience, I realize just how lucky I was to have found Malice Cyber Recovery. They are a team of experts who truly care about their customers, and they will stop at nothing to help you recover your stolen funds. If you're a victim of online scams, I urge you to reach out to them. They are the real deal, and they will get you the help you need.

I never thought my grandmother's book club would save my crypto fortune, but life is full of surprises. In the mayhem of moving into a new apartment, I mislaid my hardware wallet containing $400,000 in Bitcoin. I had packed it securely-at least, that's what I thought-but after unpacking every single box, it was nowhere to be found. First, I kept my cool. It had to be here somewhere, right? But when hours turned into days, my confidence crumbled. I tore through bags, checked jacket pockets; I even looked in the fridge in sheer desperation. Nothing. Next came panic: Had I thrown it out accidentally? Had the movers taken it? I couldn't get this vision out of my head that somehow my fortune had poofed into thin air. Frustrated and exhausted, I mentioned my predicament to my grandmother during a phone call. Instead of the usual "You should be more careful" speech, she surprised me. Oh, I've heard of a company that helps with that!" she said cheerfully. I almost dropped the phone. My grandma knew about crypto recovery? Turns out, her book club had a guest speaker, a retired cybersecurity expert who raved about Digital resolution services. She even remembered their website. At this point, I would have tried everything. I contacted them, and from the first conversation, I knew I was in good hands. Their staff was professional and patient, above all confident. They asked for detailed questions relating to my wallet, where I last saw it, and how it was backed up. Days later, they cracked the case. Using forensic data recovery and some advanced tracking techniques, they helped me regain access to my lost Bitcoin. It was a feeling of relief that cannot be described because I went from utter dejection to pure joy in a moment. More than a recovery service, Digital resolution services taught me something: never underestimate grandma's wisdom. Now, my hardware wallet is stored safely, with multiple backups, and I will never forget this lesson: when Nana talks, I will listen.

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Be safe
muriel halley

I have never seen core coding questions here so this is one of my shots in the dark-- this time, because I have a phobia for stackoverflow, and specifically, discussing this objective among wider audience

Here it goes: Ever since elon musk overpriced twitter apis, the 3rd-party app I used to unfollow non-followers broke. So I wrote a nifty crawler that cycles through those following me and fish out traitors who found me unpleasant enough to unfollow. Script works fine, I suspect, because I have a small amount I'm following

The challenge lies in me preemptively trying to delete some of the elements before the dom can overflow. Realistically, you want to do this every 1000 rows or so. The problem is, tampering with the rows causes the page's lazy loader to break. Apparently, it has some indicator somewhere using information on one of the rows to determine details of the next fetch

I've tried doing many things when we reach that batch limit:

1) wiping either the first or last
2) wiping only even rows
3) logging read rows and wiping them when it reaches batch limit
4) Emptying or hiding them
5) Accessing siblings of the last element and wiping them

I've tried adding custom selectors to the incoming nodes but something funny occurs. During each iteration, at some point, their `.length` gets reset, implying those selectors were removed or the contents were transferred to another element. I set the MutationObserver to track changes but it fetches nothing

I hope there are no twitter devs here cuz I went great pains to decipher their classes. I don't want them throwing another cog that would disrupt the crawler. So you can post any suggestions you have that could work and I will try it out. Or if it's impossible to assist without running the code, I will have no choice but to post it here

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Hello my name is Mathias Dreyer and here is a brief story of what happened to me. I still remember the day I fell victim to a sophisticated cryptocurrency scam. I was convinced that I had lost my entire life savings - $400,000 - to a group of cunning thieves. I felt like I'd been punched in the gut, and I didn't know where to turn. The worst part was the feeling of helplessness that came with it. I thought I'd never see that money again. But then I stumbled upon MALICE CYBER RECOVERY, a team of experts who specialize in recovering stolen funds from online scams. I was skeptical at first, but something about their website and the testimonials from previous clients resonated with me. I decided to take a chance and reach out to them. From the moment I contacted MALICE CYBER RECOVERY, I knew I was in good hands. Their team was responsive, empathetic, and professional. They walked me through the entire process, explaining every step of the way and keeping me updated on their progress. What impressed me most was their expertise and determination. They worked tirelessly to track down the scammers, using their advanced tools and techniques to follow the digital trail. It wasn't an easy task, but they refused to give up. After weeks of intense effort, MALICE CYBER RECOVERY finally succeeded in recovering my entire stolen amount - $400,000! I was overjoyed, relieved, and grateful all at once. It was like a weight had been lifted off my shoulders. I can't recommend MALICE CYBER RECOVERY enough. They're the real deal, and I'm living proof of their effectiveness. If you've fallen victim to an online scam, don't lose hope. Reach out to MALICE CYBER RECOVERY, and let them work their magic. In fact, I was so impressed with their service that I've referred several friends and family members who've also fallen victim to online scams. And you know what? They've all had successful recoveries too! MALICE CYBER RECOVERY is more than just a company - they're a beacon of hope for those who've been wronged by online scammers. They're the heroes we need in this digital age, and I'm honored to have had the pleasure of working with them. So, if you're reading this and you're in a similar predicament, don't hesitate. Reach out to MALICE CYBER RECOVERY today, and let them help you recover what's rightfully yours.

I'll never forget the day my Bitcoin was stolen. I had been investing in cryptocurrency for a while, and my portfolio was finally starting to grow. But then, disaster struck. My account was hacked, and my entire fortune was gone in an instant. I was heartbroken. I had put a lot of effort into accumulating my riches, and now it was all gone. I felt as though a piece of who I was was gone. I knew I had to start over, but I couldn't stand the idea. I discovered Salvage Asset Recovery at that point. I was at first dubious of their claims to assist me in getting my stolen Bitcoin back. How might my money be returned once it had been stolen? But I chose to try it because I was desperate. The team at Salvage Asset Recovery was amazing. They were professional, knowledgeable, and kind. They worked tirelessly to track down my stolen Bitcoin, and they were with me every step of the way. They explained everything in detail, so I knew exactly what was happening. After weeks of work, Salvage Asset Recovery finally succeeded in retrieving my stolen Bitcoin. I was overjoyed! I couldn't believe it. I had thought I would never see my money again, but thanks to Salvage Asset Recovery, I had been given a second chance. The experience with Salvage Asset Recovery taught me the importance of resilience. I had been so devastated by the loss of my Bitcoin that I had given up hope. But with the help of Salvage Asset Recovery, I was able to pick myself up and start again. I learned that no matter how difficult life gets, we always have the power to overcome adversity. I will always be grateful to Salvage Asset Recovery for their help in retrieving my stolen Bitcoin. They didn't just restore my financial losses; they restored my faith in humanity. They showed me that there are still good people in this world who are willing to go the extra mile to help others in need. If you're reading this and you've been a victim of cryptocurrency theft, I urge you to reach out to Salvage Asset Recovery. They will work tirelessly to help you retrieve your stolen assets, and they will do it with kindness and compassion. You won't regret it. Send a DM to Salvage Asset Recovery via below contact details.
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When I first deposited funds into Binary FX, the process was seamless, and they were quick to accept my money without hesitation. However, everything changed when I attempted to withdraw my funds. What initially appeared to be a straightforward process turned into a nightmare. Withdrawal requests were repeatedly delayed or outright ignored. Despite countless attempts to contact their customer support team, I was met with vague replies or no assistance at all. It felt like they had disappeared, leaving me stranded and frustrated. Losing $26,000 wasn’t just a financial blow, it was emotionally devastating. I had placed my trust in this platform, recommended by a friend since high school, believing it was a sound investment. Instead, I found myself entangled in a seemingly impossible situation. I tried every avenue of emails, calls, and relentless follow-ups—but each attempt only underscored the extent of the problem. It became evident that this company had no intention of fulfilling its promises. At my lowest point, a relative suggested I reach out to Digital resolution services. Initially, I was skeptical, uncertain if recovery was even possible after such an ordeal. Still, I decided to give it a chance, and that choice marked a turning point. The team at Digital resolution services was nothing short of remarkable. Their expertise, professionalism, and dedication stood out immediately. They guided me through the intricate process of reclaiming my funds, offering strategic advice and practical solutions I hadn’t considered before. Throughout the journey, they kept me informed and reassured, ensuring I never felt alone in the fight. Thanks to their relentless efforts, I successfully recovered my $26,000. The relief was immense, and I am profoundly grateful for their support. Beyond recovering my money, they restored my confidence that even the most challenging situations can be resolved with the right help. I cannot thank Digital resolution services enough for their invaluable assistance and for turning a hopeless situation into a success story.

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Cliff Mondy

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