I think I've shown in my past rants and comments that I'm pretty experienced. Looking back though, I was really fucking stupid. Since I haven't posted a rant yet on the weekly topics, I figure I would share this humbling little gem.

Way back in the ancient era known as 2009, I was working my first desk job as a "web designer". Apparently the owner of this company didn't know the difference between "designer", which I'm not, and "developer", which I am, nor the responsibilities of each role.

It was a shitty job paying $12/hour. It was such a nightmare to work at. I guess the silver lining is that this company now no longer exists as it was because of my mistake, but it was definitely a learning experience I hold in high regard even today. Okay, enough filler...

I was told to wipe the Dev server in order to start fresh and set up an entirely new distro of Linux. I was to swap out the drives with whatever was available from the non-production machines, set up the RAID 5 array and route it through the router and firewall, as we needed to bring this Dev server online to allow clients to monitor the work. I had no idea what any of this meant, but I was expected to learn it that day because the next day I would be commencing with the task.

Astonishingly, I managed to set up the server and everything worked great! I got a pat on the back and the boss offered me a 4 day weekend with pay to get some R&R. I decided to take the time to go camping. I let him know I would be out of town and possibly unreachable because of cell service, to which he said no problem.

Tuesday afternoon I walked into work and noticed two of the field techs messing with the Dev server I built. One was holding a drive while the other was holding a clipboard. I was immediately called into the boss's office.

He told me the drives on the production server failed during the weekend, resulting in the loss of the data. He then asked me where I got the drives from for the Dev server upgrade. I told him that they came from one of the inactive systems on the shelf. What he told me next through the deafening screams rendered me speechless.

I had gutted the drives from our backup server that was just set up the week prior. Every Friday at midnight, it would turn on through a remote power switch on a schedule, then the system would boot and proceed to copy over the production server's files into an archive for that night and shutdown when it completed. Well, that last Friday night/Saturday morning, the machine kicked on, but guess what didn't happen? The files weren't copied. Not only were they not copied, but the existing files that got backed up previously we're gone. Why? Because I wiped those drives when I put them into the Dev server.

I would up quitting because the conversation was very hostile and I couldn't deal with it. The next week, I was served with a suit for damages to this company. Long story short, the employer was found in the wrong from emails I saved of him giving me the task and not once stating that machine was excluded in the inactive machines I could salvage drives from. The company sued me because they were being sued by a client, whose entire company presence was hosted by us and we lost the data. In total just shy of 1TB of data was lost, all because of my mistake. The company filed for bankruptcy as a result of the lawsuit against them and someone bought the company name and location, putting my boss and its employees out of a job.

If there's one lesson I have learned that I take with the utmost respect to even this day, it's this: Know your infrastructure front to back before you change it, especially when it comes to data.

So my office manager decided to ban kitchen utensils in the office. Part of the reason was that there was too much stealing. Apparently too many mugs, knives, plates & spoons have gone missing for it to be just through loss.

I tried to reason with this office manager. I asked if we really want to create a culture of mistrust where we ban basic utilities like we’re children.

I appealed to the business logic do we really want freelancers going out to grab a coffee 10 minutes a day over a period of a year.

I tried to appeal to the digital nature of the office can we “source the solution from the office”

The other office have to bring in their own utensils but the other office has a canteen.

Essentially I feel like this was a power issue a decision was made I’m not allowed to question it.

Apparently my “behaviour” has been flagged with the CTO. 🤣🤨

I have to stir my tea with a knife unless I put stuff in my desk.

As a solution I decided to reach out to several green companies that provide disposable cutlery and kitchen where they agreed to send a sample which I put in the kitchen. I have a feeling this will be taken as hostile move in of what is: a solution.

Seriously W T actual F.

I had spent the last year working on a online store power by woocommerce with over 100k products from various suppliers. This online store utilized a custom API that would take the various formats that suppliers offer their inventory in and made them consistent. Now everything was going swimmingly initially, but then I began adding more and more products using a plug-in called WP all import. I reached around 100k products and the site would take up to an entire minute to load sometimes timing out. I got desperate so I installed several caching plugins, but to no avail this did not help me. The site was originally only supposed to take three to four months but ended up taking an entire year. Then, just yesterday I found out what went wrong and why this woocommerce website with all of these optimizations was still taking anywhere from 60 to 90 seconds to load, or just timing out entirely. I had initially thought that I needed a beefier server so I moved it to a high CPU digitalocean VM. While this did help a little bit, the site was still very slow and now I had very high CPU usage RAM usage and high disk IO. I was seriously stumped the Apache process was using a high amount of CPU and IO along with MYSQL as well. It wasn't until I started digging deeper into the database that I actually found out what the issue was. As I was loading the site I would run 'show process list' in the SQL terminal, I began to notice a very significant load time for one of the tables, so I went to go and check it out. What I did was I ran a select all query on that particular table just to see how full it was and SQL returned a error saying that I had exceeded the maximum packet size. So I was like okay what the fuck...
So I exited my SQL and re-entered it this time with a higher packet size. I ran a query that would count how many rows were in this particular table and the number came out to being in the millions. I was surprised, and what's worse is that this table belong to a plugin that I had attempted to use early in the development process to cache the site. The plugin was deactivated but apparently it had left PHP files within the wp content directory outside of the actual plugin directory, so it's still executing scripts even though the plugin itself was disabled. Basically every time I would change anything on the site, it would recache the whole thing, and it didn't delete any old records. So 100k+ products caching on saves with no garbage collection... You do the math, it's gonna be a heavy ass database. Not only that but it was serialized data, so when it did pull this metric shit ton of spaghetti from the database, PHP then had to deserialize it. Hence the high ass CPU load. I had caching enabled on the MySQL end of things so that ate the ram. I was really desperate to get this thing running.
Honest to God the main reason why this website took so long was because the load times made it miserable to work on. I just thought that the hardware that I had the site on was inadequate. I had initially started the development on a small Linux VM which apparently wasn't enough, which is why I moved it to digitalocean which also seemed to not be enough, so from there I moved to a dedicated server which still didn't seem to be enough. I was probably a few more 60-second wait times or timeouts from recommending a server cluster to my client who I know would not be willing to purchase it. The client who I promised this site to have completed in 3 months and has waited a year. Seriously, I would tell people the struggles that I would go through with this particular site and they would just tell me to just drop the site; just take the money, just take the loss. I refused to, this was really the only thing that was kicking my ass. I present myself as this high-and-mighty developer like I'm just really good at what I do but then I have this WordPress site that's just beating the shit out of me for a year. It was a very big learning experience and it was also very humbling as well, it made me realize that I really don't know as much as I think I might. It was evidence that there is still so much more to learn out there, I did learn a lot from that experience especially about optimizing websites the different types of methods to do that particular lonely on the server side and I'll be able to utilize this knowledge in the future.
I guess the moral of the story is, never really give up. Ultimately things might get so bad that you're running on hopes and dreams. Those experiences are generally the most humbling. Now I can finally present the site that I am basically a year late on to the client who will be so happy that I did not give up on the project entirely. I'll have experienced this feeling of pure euphoria, and help the small business significantly grow their revenue. Helping others is very fulfilling for me, even at my own expense.

Anyways, gonna stop ranting. Running out of characters. If you're still here... Ty for reading :')

It’s still to easy.
I hope one day software will get so complicated no one will be able to fix it.

Somewhere in future :
- government established law that new AI system is only one that can accept new law
- every financial operation is monitored by government supervision AI
- we developed robots that are taking care of us
- everyone is happy cause work for money, shelter and food is now optional
- education is fully digital and managed by AI
- whole knowledge is based on asking questions, we don’t need to write and read anymore
- we use one common language and our knowledge specialization increased

A little more time passed by in this utopia.
- after power loss most of data got corrupted
- last man who knew how to restore backup died last night ( R.I.P. admin we will not forget you )
- people trying to save knowledge base to rebuild part of this civilization but no one knows how to make a paper because it haven’t been used for ages
- we decided to put what is left from knowledge on stone but we forgot how to write since everything is audio or video and most of time we were spending in VR
- someone decided that we draw some pictures
- all of use are now drawing animal heads like we remember ourselves from VR, let people know our tech is good
- some people love cats so they try to make cats from stones
- volcano eruptions destroyed most of stones that we made

Starving waiting for another respawn of my DNA sequence. I hope we manage to survive this time.

Pull-to-refresh is useless.

If you are a mobile app developer, please get rid of pull-to-refresh. Your users will thank you.

I have the impression that mobile app developers choose to implement the pull-to-refresh gimmick just in order to make their app comply with a design trend. It seems like a desperate attempt to appear "modern" and "fancy", not because of the actual usefulness of the gesture.

Pull-to-refresh is one of those things that are well-intended but backfire. It appears helpful on first sight, but turns out to be a burden.

It takes effort and cognitive strain to avoid triggering a pull-to-refresh. The user can't use the app relaxed but has to walk on eggshells.

Every unwanted refresh wastes battery power, mobile data (if it is an Internet-connected app), and can lead to the loss of form data.

To avoid pull-to-refresh, the user has to resort to finger gymnastics like a shorter swipe for scrolling up or swiping slightly up before down. Pull-to-refresh could even be triggered while pinch-zooming in or out near the top of a page, if the touchscreen does not recognize one of the two fingers.

Pull-to-refresh also interferes with the double-tap-swipe zoom gesture. If one of the two taps are not recognized, a swipe-down to zoom in can trigger a pull-to-refresh instead.

To argue "if you don't like pull-to-refresh, just don't use it" is like blaming a person who stepped on a mine, since the person moved and the mine was stationary.

A refresh button can be half a second away in the menu bar, URL bar, or a submenu, where it is unlikely to be pressed accidentally. There is no need for a gesture that does more harm than good.

Using a mobile app with pull-to-refresh feels like having Windows StickyKeys forcibly enabled at all times. The refresh circle animation sticks to the finger.

If the user actually wants to refresh, pull-to-refresh is slower than a refresh button in a menu if the page is not at the top, meaning pull-to-refresh is useless as a shortcut anyway if the page is in any other position than the top.

An alternative to pull-to-refresh is pull-for-details. Samsung did it in some of their apps. Pulling down against the top reveals additional information such as the count and total size of selected items.

If you own a website, add this CSS to make browsing your website on the pre-installed Android web browser not a headache:

html,body { overscroll-behavior: none; }

Why is this necessary? In 2019, Google took the ability to deactivate the pull-to-refresh gesture on their Chrome browser for Android OS away from users. On Chrome for Android, pull-to-refresh can only be disabled on the server side, not the user side. The avalanche of complaints? Neglected.

Good thing several third-party browsers let the user turn off this severe headache.

Got my laptop back from SquareTrade today. This is after a month, 2 weeks of which they gave no status updates.

Per their "Repair Summary":
Reported issue: Power/Charging port
Actions: Repaired
Parts repaired/replaced: None. OS reloaded
(Note this was originally a Windows 10/Gentoo setup)

WTF??? I thought the extra M2 SSD they included might have been the drive they had replaced, but nope. Both are blank (one W8/what the computer originally came with, the other W10).
I'm at a loss right now.

When Microsoft shuttered Windows XP, my mom's old laptop became a virus-prone, sluggish machine. She let me have it, soon after which I decided to install Ubuntu on it. One thing I should note about this laptop is that the battery could not hold a charge. The power cord was the laptop's life support, and I made sure to place the power brick on a flat surface.
One day, a new version of Ubuntu was released. I decided to perform a dist-upgrade. Because this laptop was on the older side, the ventilation left a lot to be desired by today's standards. Rather than roast my crotch, I placed my computer on the table and the power brick on a swivel chair next to me.
I was working on an assignment for a class when I saw movement in my peripheral vision. I turned and watched in horror as my power brick fell off the chair, pulling the charging cord out of the laptop and turning off the laptop... MID-UPGRADE!
Moral of the story, learn to navigate a computer via a text interface if you haven't already. It may save your ass someday. It saved mine.

I am sick of misrotated videos.

Sometimes, the phone camera software saves a video vertically because the user hits "record" before the software has detected that the user is holding the smartphone horizontally, because the software stupidly launches in vertical orientation by default.

So the software wants the user to wait until it has finally detected horizontal orientation, which causes the user to miss out on a moment.

How about the camera software actually saves the video in the orientation it was recorded in for the most time, rather than only the beginning of the video?

If I can think of this idea, billion-dollar companies surely can.

In the meantime, misrotated videos can be fixed using this ffmpeg command on Linux or Windows:

ffmpeg -i input_file.mp4 -metadata:s:v rotate="0" -c copy output_file.mp4

And if the phone was held with the home button to the left side:

ffmpeg -i input_file.mp4 -metadata:s:v rotate="180" -c copy output_file.mp4

This solution is superior compared to using -vf (video filters) because it only touches the metadata of the video. No re-encoding. This means no quality loss and no CPU/GPU power needed to process the video again. It just passes through.

I was Just college fresher who completed his Engineering. My first week in the office. And a system was provided to me, since it was support project so I was given direct access to production database.

Fresher + Production Database + Access of Admin credentials = Worst Possible Combination

So it was my night shift, I was told to update new tariff plan for our client (which was one of the largest telecom service in India) .

If someone recharges for more than 200 Rupee, that person will get 10% or 20% extra talk time. Which was only applicable for particular circle (Like Bihar and Rajasthan).

Since I was fresher, I was told to update given query from my senior employee which he shared on the shared folder. Production downtime was in the mid night, so at that time I updated that query on the production database.

Query successfully updated. I completed my night shift, went home and slept.

When I woke up, I saw my mobile it had 200+ missed calls from different locations of India. They were Circle heads of that telecom service provider who contacted me. I realized something unexpected is expecting me.

Then at that moment my team lead called me and he asked me to come office right away.

Reminding you I was a fresher, I was shivering. What have I done there?

When I reached office, I came to know that the query I updated on production bombarded.

Every person who recharged that day (duration from midnight to morning 10 AM) got 10 times or 20 times more talktime.

A part of Query was something like this where error was made:

TalkTime = RechargeAmount + RechargeAmount * 10/100; (Bihar)
or

TalkTime = RechargeAmount + RechargeAmount * 20/100; (Rajasthan)
But instead of this query, I updated below one:

TalkTime = RechargeAmount + RechargeAmount * 10;
or

TalkTime = RechargeAmount + RechargeAmount * 20;
In a span of 10 hours, that telecom service lost revenue of 6.5 crore Rupees. Thanks to recovery team they were able to recover 6 crore but still 50 lakh Rupees were in loss.

One small query, and approx 1 million dollar was on stake.

Aftermath of this incident

My Mistake:

I should have taken those queries on mail. Or, there should have been mail communication regarding this.
Never ever do anything over oral communication. Senior employee who did this denied and said he provided correct query, and I had no proof of communication.
I told them, it was me who executed that query on production. Since I was fresher, and took my responsibility of that incident. My team lead rescued me from that situation.
Lesson Learned:

Always test your query and code multiple times before you execute or Go live it on production.
Always have email communication for every action you take on production.
Power comes with responsibility. If you have admin credentials of production never use it for update/delete/drop until you are sure.
Don’t take your job lightly.
I was not fired from that Job, but I have learnt my lesson very well.

TL;DR - (almost) childhood trauma due to Wesrern Digital crap products lead to lot of data loss and a plege to not trust or purchase their products for the rest of my life.

....

So, I got my first ever Wester Digital 2TB Mybook, back when 2TB was a really big thing. While in the midst of moving (not copying) a LOT of data to it, the damn disk just.. died. There was no fall, no power outage, no damage, it just stopped working. I was out of words and out of options. Tried yanking out the disk and connecting it directly to a system, but no luck because it looks like it's the HDD mobo that died.

Also stupid young me did not realise back then that, even if a "moved" the data, the original data is still most likely in their original location, and so, never bothered a recovery.

Lots of good stuff lost that day.

And as with a lot of you, my disaster recovery system kicked up 10 fold. Now I got redundant local and cloud backup copies of all critical and otherwise unattainable data.

As you may have guessed, I never bought another Wester Digital product ever again. My internal HDDs are Segate, and external is a suprisingly long lived Toshiba Canvio.

Just upgraded my internet service from a WISP, that could only get 1mb down and 1 up on a good day with lots of packet loss, (hack job company no improving infrastructure) ... for reference in live out in woods in northern Michigan.. sooo there arnt many options... DSL, don’t cross the river to me, neither does cable or fiber. Cell signal doesn’t work either as you can see.
So I had to try out satellite... went with viasat... got put on viasat-2 and holy shit first time in 4 years since living here have I been able to stream, and download and upload to my servers without having to take a nap. But the experience of dealing with what I did for 4 years definitely caused me to be more creative in what I do, and how I process data, and transmit data. Definitely an experience that taught me lot and gave me a lot of knowledge.
But now I’m in what I will consider “phase 2” there will be faster internet to come... Ariel fiber is being ran by the power company... but they are min 2 years out.. and Elon’s sats will also be next sooo good times to come..
Yeah yeah I know the ping rate sucks.. but guess what... I don’t play games so I don’t care... and as far as voip or web conferencing goes yeah there’s a slight delay/lag.. but I just tell them.. when you call me or conference with me pretend I’m not on earth.. boom the latency is explained then hahah.

Title: "Wizard of Alzheimer's: Memories of Magic"

Setting:
You play as an elderly wizard who has been diagnosed with Alzheimer's disease. As your memories fade, so does your grasp on the magical world you once knew. You must navigate the fragmented and ever-changing landscapes of your own mind, casting spells and piecing together the remnants of your magical knowledge to delay the progression of the disease and preserve your most precious memories.

Gameplay:
1. Procedurally generated memories: Each playthrough generates a unique labyrinth of memories, representing different aspects and moments of your life as a wizard.

2. Memory loss mechanic: As you progress through the game, your memories will gradually fade, affecting your abilities, available spells, and the layout of the world around you.

3. Spell crafting: Collect fragments of your magical knowledge and combine them to craft powerful spells. However, as your memory deteriorates, you'll need to adapt your spellcasting to your changing abilities.

4. Mnemonic puzzles: Solve puzzles and challenges that require you to recall specific memories or piece together fragments of your past to progress.

5. Emotional companions: Encounter manifestations of your emotions, such as Joy, Fear, or Regret. Interact with them to gain insight into your past and unlock new abilities or paths forward.

6. Boss battles against Alzheimer's: Face off against physical manifestations of Alzheimer's disease, representing the different stages of cognitive decline. Use your spells and wits to overcome these challenges and momentarily push back the progression of the disease.

7. Memory anchors: Discover and collect significant objects or mementos from your past that serve as memory anchors. These anchors help you maintain a grasp on reality and slow down the rate of memory loss.

8. Branching skill trees: Develop your wizard's abilities across multiple skill trees, focusing on different schools of magic or mental faculties, such as Concentration, Reasoning, or Creativity.

9. Lucid moments: Experience brief periods of clarity where your memories and abilities are temporarily restored. Make the most of these moments to progress further or uncover crucial secrets.

10. Bittersweet ending: As you delve deeper into your own mind, you'll confront the inevitability of your condition while celebrating the rich magical life you've lived. The game's ending will be a poignant reflection on the power of memories and the legacy you leave behind.

In "Wizard of Alzheimer's: Memories of Magic," you'll embark on a deeply personal journey through the fragmented landscapes of a once-powerful mind. As you navigate the challenges posed by Alzheimer's disease, you'll rediscover the magic you once wielded, cherish the memories you hold dear, and leave a lasting impact on the magical world you've called home.

LMAO

There is a singal for power loss in Linux and i love this.

so on my new lappy I'm testing XFS. After reading how bloody fast it is, I figured: why not give it a shot!

2 weeks later, I want to go back to ext4. XFS is SSSSOOOOOO fault-intollerant, it breaks my Chrome profile after each forced-poweroff (or power loss). And the on-boot fsck freezes. And after a successful bootup I see the log messages in syslog are all messed up (timestamps are all over the timeline!!!)

it's a mess... A very fast mess.

I don't rant about shit often, I need to get this out of my head.
So I purchased two Linksys routers about 2 years ago, and in the span of this month both of them effectively died after power loss...
They still kinda work, but both stopped detecting internet so because it's kinda their job to do that.. they are useless at this point
The models are WRT 1900ACS and MAX-STREAM AC1750
---
Now for the tin foil hat stuff - they both had 2 year warranties, that expired a few months ago, maybe planned obsolescence?

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').

"Averice - a serial novel"

2021 - found on the remnents of an old 'youtube' server rack.

A gaunt but handsome man walks into the view finder. Adjusts the camera. "Hi guys and girls." he smiles weakly. rubs his blonde unshaved stubble, running his hand over his mouth, inhaling as if trying to find the right words.

"How can I say this. god. ...americas fucked and rapidly going down the shitter,
college is a fucking scam,
all success in the modern day is based on fraud, bullshit, mythmaking, and "who you know."

we're on the verge of a new cold war, the merger of the fed and the treasury combine with negative oil is the legit death signal of the petrodollar, we're gonna go through a *50% haircut* in living standards and a doubling of taxes on *everything* in the next six months, the tech bubble is gonna burst taking with it half the industry jobs overnight, the credit bubble will burst even as the fucking stock market climbs higher, a quarter or more of all retail will shut down leaving empty assets turning every state property market into the equivalent of fucking detroit. MAD as a protective doctrine is dead with the spread of hypersonic weapons so enjoy living with the constant threat of being obliterated without warning, my entire generation basically has no meaningful or stable future to look forward to, and none of us have really had an actual, genuine say in anything involving society for decades."

He exhalled visibly on camera, as if exhausted by the demons of anxiety he'd poured forth, a torrent of fears, uncertainties, and revelations like the tormented ghost of christmas past

A long pull from a bottle of southern comfort.

"look. we have an out of control intelligence apparatus that are in their operation more orwellian than the real life stasi ever were, a government at both the federal and state level thats made of millionaires and billionaires who give no fucks at all except for their own power, out of control and absolutely dogshit-corrupt *local* leaders, nothing is audited, nothing is meaningfully transparented, rampant fraud, destruction of evidence, witness tampering, railroading, intimidation, violence, threats of violence, skyrocketing cost of living, skyrocketing spending, skyrocketing taxes, skyrocketing policies of total control by police, skyrocketing homelessness, fatherlessness, poverty, political corruption, drug abuse, massive politically funded thinly veiled state propaganda, collapsing and decaying infrastructure, the loss of all tradition, culture, community cohesion we might have had, and on and on and on and on.

and all I want right now is to get my dick sucked. drink a beer and blow my motherfucking brains out.

and when people start fighting in the streets over some bullshit and it turns into race riots, because the motherfuckers in the media serving wallstreet always make it about race or some stupid shit like that, I wont be in america to put up with it.

do us all a favor. when you're hanging bankers, hang some fucking journalists too. they never tell the truth. doesnt matter which side they are on
they only divide people and advocate for more of the same bullshit, expanded state powers, more federal dollars, more workers for their campaign, more privileges. they're fucking cancer. yes even your favorite journalist. they're a tumor on society.

our government has become hostile to us even being *alive* anymore. it has for me become intolerable, and in time I have grown to hate it.

there is no way to change it. no way to salvage it. I cannot see any hope for the future anymore. And if you search yourself I know many of you feel the same."

He took another long pull from the bottle.

"we no longer have a voice in america and no means to air our grievances peacefully.

theres nothing in it left worth saving when it all can be taken away at a moments notice by a deaf and hostile bureucratic government. I should have voted for bernie last year. At least he would have destroyed it.

many of you will disagree with this sentiment, thinking things can still work out. because you still have your creature comforts. your apartment which you cant afford. your car with its maintenace bills and monthly payments you've fallen behind on same as half the country now out of work, but in a short few months, a year at most, you will learn what I have learned, and the reason I drink, what I knew about as early as june of 2019, that this is it. this was as good as it was ever going to get. and that the good days, the best days are behind us. that all that you hold dear could be taken. all that you worked for, was already gone, and you just havent realized it yet. I've set this to autoupload once it's done recording. I built a company just to watch the people who dont want any of us to succeed burn america down around it. Im done. Goodbye america."

The man got up from his chair, camera still recording, and left. Only the red flashing dot remained, the only witness to the silence.

It's a fun day when I need to reinstall my OS twice.
First time because of sudden power loss, second time because I was messing around with a few things.

When Trust Becomes Deception: My Bitcoin Investment Saga and Resurrection Dealing with Salvage Asset Recovery

What started as a promising investment opportunity quickly turned into a nightmare of deception and broken trust. I had heard the hype about Bitcoin and the potential for massive returns, so I decided to take the plunge and invest a significant portion of my savings. Lured in by promises of easy riches and assured of the security of my funds, I entrusted my hard-earned money to an online platform that claimed to be a reputable Bitcoin exchange. Little did I know that I was about to embark on a harrowing journey filled with betrayal, loss, and a desperate search for a way to recover my stolen assets.

As I logged in to check on my investment, I was met with the devastating realization that my account had been cleaned out, the balance reduced to zero. Panic and disbelief set in as I grappled with the harsh truth - the platform I had trusted had been nothing more than a sophisticated scam, designed to fleece unsuspecting investors like myself. With my funds vanished and no clear path forward, I felt utterly powerless and betrayed, my dreams of financial security shattered in an instant. The journey that followed was a rollercoaster of emotions, filled with uncertainty, frustration, and glimmers of hope when I was directed to Salvage Asset recovery. The Salvage methods were shrouded in mystery, and progress seemed painfully slow, but I clung to the belief that they would ultimately succeed. After what felt like an eternity of waiting and uncertainty, the Salvage finally announced a breakthrough – they had managed to trace the stolen Bitcoin and were in the process of recovering it, piece by piece. As the final pieces of the puzzle fell into place, I found myself on the precipice of a remarkable resurrection, my lost investment slowly but surely being restored to me. The sense of relief and gratitude I felt was palpable, a testament to the power of perseverance and the unwavering determination to right the wrongs that had been done. This harrowing ordeal had taught me a valuable lesson about the importance of trust and the consequences of placing it in the wrong hands, but it had also shown me the remarkable resilience of the human spirit in the face of adversity. You can reach out to Salvage Asset recovery through WhatsApp-----.+ 1 8 4 7 6 5 4 7 0 9 6
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As a single mother of four, every day I wake up with a heart full of dreams and a relentless drive to create a better life for my family. Balancing work from Monday to Saturday just isn’t enough to achieve that vision. I wanted to carve out fruitful opportunities to ensure my children could enjoy the kind of life I always wished for them. When I stumbled upon an investment opportunity that seemed too good to be true, the desire to uplift my family overpowered my caution,
I poured my hopes into this venture and, at the height of my enthusiasm, invested around $200,000 — a significant leap drawn from hard-earned savings and the belief that prosperity was within our reach. However, that leap of faith flew into an abyss of despair when I realized I had been led down a deceptive path, fatally and fraudulently scammed by ruthless figures masquerading as financial advisors.
The weight of loss is heavy, and while it's easy to feel like the ground has shifted beneath me, I refuse to let this be the end of my story. There are gentle reminders that resilience begins where despair ends. As difficult as it is, I recognize that hope still exists, and recovery is more than just a possibility; it could become our reality.
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Every setback is also an opportunity; let's forge a new path for ourselves and our families, allowing our stories of loss and redemption to inspire others to seek help and claim their power back. For the sake of our families and our future, we owe it to ourselves to pursue this road of recovery.

Amidst the ever-evolving landscape of digital currencies, the technical mastery employed in the process of Bitcoin restoration has emerged as a beacon of revived hope for those who have encountered the devastating loss of their virtual assets. At the heart of this intricate recovery process lies the concept of "Tech Cyber Force Recovery," a specialized technique that harnesses the power of blockchain technology and advanced cryptographic principles to reconstruct the fragmented pieces of a user's Bitcoin painstakingly. This meticulous process, undertaken by skilled experts, involves meticulously analyzing the blockchain's immutable ledger, tracing the flow of transactions, and applying complex algorithms to uncover the elusive private keys that grant access to the lost funds. The technical dexterity required to navigate the labyrinth of Bitcoin's decentralized network is truly awe-inspiring, as these digital wizards deftly maneuver through the digital realm, uncovering hidden pathways and employing state-of-the-art tools to recover what was once thought to be irretrievably lost. The successful restoration of my Bitcoin holdings not only reignites a sense of optimism but also underscores the resilience and adaptability of the cryptocurrency ecosystem, where innovative solutions emerge to address the challenges faced by those seeking to reclaim their digital wealth. As the demand for such specialized recovery services continues to grow, the technical mastery displayed by these digital alchemists stands as a testament to the transformative power of blockchain technology and its ability to empower individuals in the face of seemingly insurmountable obstacles. What stood out about Tech Cyber Force Recovery was the sincerity and transparency throughout the entire process. There were no empty promises. No “guarantees” of quick results. Just an honest, no-nonsense approach that focused on solving the problem, not on selling a dream. The team was consistently professional, highly knowledgeable, and dedicated to achieving a positive outcome. Call Tech Cyber Force recovery for help on:  

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The journey towards recovering lost or stolen cryptocurrency can often feel like a perilous trial, fraught with uncertainty and the ever-present risk of falling victim to malicious scams. Website info: https ://adware recovery specialist. com
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Just when hope seemed to dwindle, a glimmer of light emerged in the form of ADWARE RECOVERY SPECIALIST, a service that would prove instrumental in guiding me through the treacherous waters of crypto recovery. What began as a straightforward attempt to reclaim my rightful ETH holdings quickly descended into a disheartening encounter with a sophisticated hoax. Seemingly legitimate recovery "experts" emerged from the shadows, offering their services and assurances of a swift and successful resolution. Lured by their convincing rhetoric and the prospect of regaining my lost assets, I entrusted them with sensitive information, only to watch helplessly as they vanished into the digital ether, taking my ETH with them. Email info: Adwarerecoveryspecialist@ auctioneer. net The emotional toll of this betrayal was immense, as I grappled with the realization that my efforts had been thwarted by unscrupulous individuals exploiting the vulnerabilities of the crypto landscape. Just when I had resigned myself to the possibility of a permanent loss, I discovered ADWARE RECOVERY SPECIALIST, a service that would ultimately prove to be my salvation. Unlike the charlatan recovery "experts" I had encountered, ADWARE RECOVERY SPECIALIST approached my case with a level of professionalism, empathy, and unwavering commitment that restored my faith in the recovery process. Through their meticulous investigations, cutting-edge techniques, and dogged determination, they were able to trace the path of my stolen ETH and orchestrate its safe return to my rightful possession. The trial of recovery had been arduous, marked by setbacks and the constant threat of further exploitation. Yet, with the steadfast support of ADWARE RECOVERY SPECIALIST, I emerged from this ordeal with a renewed appreciation for the resilience of the human spirit and the power of legitimate, ethical service providers to navigate the complex and often treacherous world of cryptocurrency recovery. Telegram info: https ://t.me/adware recovery specialist1 This experience has forever shaped my understanding of the crypto ecosystem and the importance of exercising caution and discernment when seeking assistance in such matters. To anyone facing the same heart-wrenching situation, don't waste any more time or money on companies that are only interested in making empty promises. ADWARE RECOVERY SPECIALIST stands as a beacon of professionalism in a field often riddled with scams. Their efforts are genuine, their expertise is unmatched, and their results speak for themselves. Thanks to them, my ETH is back where it belongs, and I couldn’t be more grateful.

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sized enterprises. Leveraging the skills and extensive network I had cultivated over the years, I quickly built a robust client base. To my astonishment, the firm took off faster than I had anticipated, generating significant revenue and allowing me to realize my entrepreneurial dreams.With the profits from my consulting business, I recognized a burgeoning opportunity in the rapidly evolving field of cryptocurrency. I decided to invest $100,000 in Bitcoin and $70,000 in Ethereum, driven by the potential I saw in these digital assets. I immersed myself in studying market trends and the underlying technology, and my diligence paid off. Within six months, my initial investment had more than doubled, soaring to over $200,000. The exhilaration of witnessing such rapid returns reinforced my belief in the transformative power of cryptocurrencies. This took a dramatic turn one fateful day. During a particularly lively class, a group of students decided to play a prank on me. I had left my phone in my desk drawer, but when I returned to retrieve it, I discovered it was missing. At first, I thought I had misplaced it, but soon the reality of the prank set in. Panic surged through me as I realized that my phone was my primary access point to my cryptocurrency wallets.The sense of helplessness was overwhelming. Without my phone, I could not access my digital assets, and the thought of losing control over my investments was distressing. My frustration morphed into fear as I contemplated the potential financial loss. In this moment of crisis, I remembered the recommendation of Salvage Asset Recovery, a tool that my colleague had mentioned earlier. He assured me that Salvage Asset Recovery could help recover my digital assets, which brought me a glimmer of hope, especially since I hadn’t set up my security measures properly. Salvage Asset Recovery successfully managed to recover all my cryptocurrency, allowing me to regain control over my investments. This situation not only taught me valuable insights about security but also reinforced my commitment to guiding my students through the complexities of the business world. With the support of Salvage Asset Recovery, I emerged from this ordeal with a renewed sense of purpose, eager to share my recovery ordeal and to raise awareness for Salvage Asset Recovery good work. Get in touch with Salvage Asset Recovery via below

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It was supposed to be the investment of a lifetime. I had accumulated 182,000 BTC 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 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.
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Numerous transactions are often conducted online, and the risk of falling victim to scams and fraudsters is ever-present. Despite our best efforts to stay vigilant, there are times when we may find ourselves ensnared in their deceitful schemes. This was precisely the situation I found myself in until I stumbled upon Lee Ultimate Hacker, a beacon of hope amidst the darkness of online fraud. My journey with Lee Ultimate Hacker began with a harrowing encounter with a fraudster on Discord. Their slick promises and enticing investment schemes seemed too good to be true, and thankfully, my instincts urged caution. Despite my reservations, the fraudster managed to obtain my email address and orchestrated a devastating theft of my hard-earned cryptocurrency holdings, amounting to a staggering £135,000. The loss left me reeling, engulfed in a maelstrom of despair and helplessness. The betrayal cut deep, shattering my trust in online platforms and leaving me contemplating the unthinkable. a glimmer of hope emerged in the form of my younger sister, whose unwavering support and timely intervention proved to be my lifeline. She introduced me to Lee Ultimate Hacker, a name whispered among those who had been victims of online fraud but had emerged victorious, thanks to their expertise and dedication to justice. With nothing to lose and everything to gain, I reached out to Lee Ultimate Hacker, clinging to the hope of reclaiming what was rightfully mine. the moment I made contact, Lee Ultimate Hacker demonstrated an unparalleled level of efficiency. Their team of experts wasted no time in launching a thorough investigation into the intricate web of deceit spun by the fraudsters. Armed with technology and unwavering determination, they embarked on a relentless pursuit of justice on my behalf. What ensued was nothing short of miraculous. Within a mere three days, Lee Ultimate Hacker delivered on its promise, orchestrating a seamless recovery of all the funds I had lost to the clutches of online fraudsters. It was a moment of triumph, a testament to the power of resilience and the unwavering commitment of those who refuse to be victimized by nefarious individuals lurking in the shadows of the internet. The impact of Lee Ultimate Hacker's intervention transcends mere financial restitution. They restored not only my stolen assets but also my faith in humanity. Their unwavering support and dedication to serving their clients with integrity and compassion are qualities that set them apart in a sea of uncertainty and treachery. I am eternally grateful to Lee Ultimate Hacker for their service and unwavering commitment to justice. Their expertise, professionalism, and relentless pursuit of truth have earned my utmost respect and admiration. I am proud to share my story as a testament to the invaluable work they do in safeguarding the interests of those who have fallen victim to online fraud. if you find yourself ensnared in the intricate web of online fraud, do not despair. Reach out to Lee Ultimate Hacker, and let them be your guiding light in the darkest of times. With their expertise and dedication by your side, you can reclaim what is rightfully yours and emerge victorious in the fight against online fraud. Trust in Lee Ultimate Hacker, and reclaim your peace of mind today.

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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.
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The cryptocurrency market is extremely unpredictable, and many people have fallen victim to internet fraud and lost some of their cryptocurrency investments. I too fell for phony Telegram personnel. Due to a security breach at my wallet address, I lost all of my cryptocurrency coins totaling $178,000. My home may have been forfeited if I hadn't been able to successfully recover my crypto coins, which made up the majority of my savings and assets. This grieved and depressed me greatly. I complained online, and Spartan Tech Group Retrieval was suggested to me. Email; contact@spartantechgroupretrieval.org
By assisting me in recouping all of my losses in under six hours, this cryptocurrency recovery company saved my life. To complete the successful recovery of my cryptocurrency assets, I provided the essential requirements and pertinent information. I was ecstatic when I got my coins back. My ordeal began when I naively trusted some individuals on Telegram who claimed to be investment experts. Their convincing demeanor and promises of high returns led me to invest heavily. However, it quickly became apparent that I had been deceived when a security breach occurred, and my wallet address was compromised. The devastating loss of $178,000, which represented my life savings and a substantial portion of my assets, left me in a state of despair. The prospect of losing my home and financial stability was overwhelming. Desperate for a solution, I turned to the internet to find any possible way to recover my lost cryptocurrency. Amidst my frantic search, I came across numerous accounts of people who had experienced similar losses. Among the many recommendations, Spartan Tech Group Retrieval stood out. The testimonials about their effectiveness and reliability gave me a glimmer of hope. With nothing to lose, I decided to reach out to them. From the very first interaction. They responded promptly to my inquiry and requested all pertinent information regarding the security breach and the details of my lost investments. Their clear communication and transparent approach immediately put me at ease. They assured me that they would do everything in their power to recover my lost funds. The speed and efficiency with which Spartan Tech Group Retrieval operated were nothing short of miraculous. Within six hours of providing them with the necessary details, they had traced and recovered all my lost cryptocurrency. Their expertise in blockchain technology and their thorough understanding of cryptocurrency transactions were evident in their swift action. The relief and joy I felt upon seeing my coins back in my wallet were indescribable. Spartan Tech Group Retrieval not only helped me recover my lost assets but also provided invaluable guidance on how to safeguard my investments in the future. They educated me on best practices for securing my wallet and recognizing potential scams. This education was crucial in restoring my confidence in the cryptocurrency market and ensuring that I am better prepared to protect my assets moving forward. Their regulatory compliance further solidified my trust in them. Spartan Tech Group Retrieval operates with the highest standards of transparency and integrity, ensuring that their clients' interests are always protected. Spartan Tech Group Retrieval has been nothing short of life-changing. Their unparalleled professionalism, expertise, and dedication to client satisfaction make them a beacon of hope for anyone who has fallen victim to cryptocurrency fraud. If you ever find yourself in a similar position, I highly recommend reaching out to Spartan Tech Group Retrieval . Thank you, Spartan Tech Group Retrieval for the great work done and for saving my assets.

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"Success is not the key to happiness. Happiness is the key to success. If you love what you are doing, you will be successful." This quote has always driven me as a truck driver, where every mile I log is for my family’s future their comfort, security, and dreams. However, my pursuit of stability was shattered when I lost $130,000 in Bitcoin to a cyberattack after a careless decision while delivering goods in California. During one of my routes, I stopped at a shop to take a break and noticed that a Wi-Fi network was available. Thinking it would be convenient to connect and check my crypto accounts, I didn’t consider the potential risks. The moment I saw my empty wallet later that day, my world collapsed. That money represented years of sacrifice late nights, missed moments, and relentless effort gone in an instant. The guilt and helplessness were crushing. In my desperation, I scoured the internet for solutions, only to hit dead ends until I stumbled upon Digital Tech Guard Recovery. Initially skeptical but with no other options left, I reached out to Digital Tech Guard Recovery. Their team responded not just with expertise, but with genuine empathy. They understood the emotional toll this loss had taken on me and my family. Digital Tech Guard Recovery meticulously traced the stolen funds through the blockchain, working tirelessly to achieve what felt impossible: they recovered my Bitcoin. This ordeal taught me that vulnerability isn’t a weakness; even the most cautious can fall victim to unseen threats. It also reaffirmed the power of resilience and the importance of trusting the right people, like those at Digital Tech Guard Recovery. This was a harsh reminder of the risks we take in our digital lives, but it also highlighted the strength we can find in community and support. Today, I’m back on the road, driving with renewed purpose. My family is secure, my faith in humanity restored, and my definition of success has been refined. It’s not just about wealth; it’s about perseverance, love, and the courage to seek help when all seems lost. If you’ve faced a similar nightmare, don’t give up. Hope exists, and sometimes, it takes the right ally, like Digital Tech Guard Recovery, to reclaim what was stolen. Digital Tech Guard Recovery was my lifeline, proving that even in the darkest moments, redemption is possible. Keep fighting your success and happiness are worth it. I recovered all my funds, and with that, Digital Tech Guard Recovery, are the true keys to a fulfilling life.

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What started as a promising investment opportunity quickly turned into a nightmare of deception and broken trust. I had heard the hype about Bitcoin and the potential for massive returns, so I decided to take the plunge and invest a significant portion of my savings. Lured in by promises of easy riches and assured of the security of my funds, I entrusted my hard-earned money to an online platform that claimed to be a reputable Bitcoin exchange. Little did I know that I was about to embark on a harrowing journey filled with betrayal, loss, and a desperate search for a way to recover my stolen assets.

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My wife’s company recently suffered a catastrophic security breach that resulted in the theft of $155,500 worth of Bitcoin. The breach occurred through a sophisticated phishing attack that specifically targeted the company’s digital wallet. As primary stakeholders in this situation, the loss threatened not only our family’s savings but also my wife’s professional credibility. Panic set in as we realized that traditional financial institutions and law enforcement had limited tools to address cryptocurrency theft, leaving us feeling vulnerable and helpless. In the wake of this incident, we felt an overwhelming sense of urgency to act quickly. We began to explore our options, but the landscape of cryptocurrency recovery is fraught with challenges. Many people we spoke to expressed skepticism about the possibility of recovering stolen assets, which only added to our anxiety. However, we were determined not to give up. After exhaustive research, we discovered ASSET RESCUE SPECIALIST, a firm specializing in cryptocurrency forensics and crypto asset recovery. Their website immediately caught our attention, showcasing a range of proven success stories that highlighted their expertise in recovering stolen cryptocurrency. We were particularly impressed by their certifications in cybersecurity and their partnerships with legal authorities, which built our trust during this vulnerable time. The testimonials from previous clients who had successfully recovered their assets provided us with a glimmer of hope. We reached out to ASSET RESCUE SPECIALIST, and their team was responsive and empathetic, understanding the emotional toll this situation had taken on us. They explained their process in detail, outlining how they would leverage advanced blockchain analysis techniques to trace the stolen Bitcoin. Their professionalism and transparency reassured us that we were in capable hands. As we embarked on this recovery journey, we felt a renewed sense of hope. After weeks of diligent work and collaboration with the ASSET RESCUE SPECIALIST team, I am thrilled to share that I recovered my whole Bitcoin. This experience not only restored our financial stability but also reinforced our belief in the power of specialized expertise in navigating the complexities of cryptocurrency recovery. We are incredibly grateful for the support we received and relieved to have our assets back.

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Investing can be a thrilling endeavor, offering the promise of financial growth and prosperity. Yet, for one individual, what began as a venture into the world of commission-based firms quickly morphed into a nightmare of deception and loss. With $150,000 on the line, hopes of financial gain soon gave way to despair as attempts to withdraw funds were met with endless requests for further investment, trapping them in a cycle of deceit and uncertainty. Faced with mounting frustration and dwindling options, a glimmer of hope emerged in the form of DIGITAL HACK RECOVERY—a name whispered in the shadows of online forums, revered for its ability to navigate the treacherous waters of financial fraud and emerge victorious. With nothing left to lose, the decision was made to reach out to DIGITAL HACK RECOVERY, clinging to the fragile hope of redemption. What followed can only be described as a testament to the power of expertise and determination in the face of adversity. From the moment the message was sent, DIGITAL HACK RECOVERY sprang into action, their team of experts mobilizing with precision and purpose. With dogged determination, they unraveled the web of deception spun by the commission-based firm, exposing the truth hidden beneath layers of deceit. But their impact extended far beyond mere revelation. In a testament to their commitment to justice, DIGITAL HACK RECOVERY orchestrated the return of the stolen funds, delivering on their promise with remarkable efficiency. Within a mere two days, the $150,000 was restored to its rightful owner, a beacon of hope amidst the darkness of financial despair. Yet, for the individual at the center of this harrowing ordeal, the true moment of validation came with the sight of their restored funds. Skepticism gave way to awe as the once-lost fortune materialized in their wallet, a tangible testament to the unwavering dedication of the DIGITAL HACK RECOVERY team. In the wake of this transformative experience, a promise was made—a vow to share the tale of redemption with the world and introduce others to the remarkable minds behind DIGITAL HACK RECOVERY. For in a world fraught with uncertainty, their expertise serves as a guiding light, illuminating the path to justice and restoring faith where it has been lost. This review stands as a testament to the transformative power of expertise and compassion in the face of adversity. Talk to DIGITAL HACK RECOVERY through⁚

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After months of meticulous research, I cautiously invested $188,000 into a binary options platform that promised steady returns. At the time, I lived in California, where I’d worked tirelessly to build my life and savings. I monitored my account for weeks, reassured by the platform’s professional interface and seemingly legitimate operations. Encouraged by initial gains, I grew optimistic until the day I attempted my first withdrawal. The transaction stalled, and panic surged as I realized my funds were trapped. I immediately contacted customer support via every channel listed: emails went unanswered, calls rang endlessly, and live chat options mysteriously vanished. Days turned into weeks, my anxiety deepening with each ignored plea. Then, an unsettling email arrived: to “unlock” withdrawals, I was told to deposit an additional $50,000. The demand felt predatory, a glaring red flag. Refusing to comply, I confronted the grim truth—I’d been ensnared in an elaborate scam. The aftermath was crushing. Nights were sleepless, my mind racing with regret and anger. I replayed every decision, tormented by the loss of hard-earned savings meant to secure my family’s future. Friends urged me to accept the loss, but resignation felt like surrender.
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Got involved in a nightmare scenario where I lost a significant amount of cryptocurrency funds I had carefully invested over time.   The loss came as a result of a combination of poor security practices and an unfortunate hack. To make matters worse, my girlfriend, who was also involved in the investment, was equally devastated when she realized the funds were gone. We were both completely helpless, with no idea how to recover what we had lost. The cryptocurrency was simply gone, and the frustration and panic were overwhelming. In my search for a solution, I stumbled upon ADWARE RECOVERY SPECIALIST.    They specialize in helping people recover lost or stolen cryptocurrency, and after reading a number of positive reviews and testimonials, I decided to reach out. At first, I was doubtful after all, the nature of cryptocurrency transactions makes it notoriously difficult to recover lost assets. But ADWARE RECOVERY SPECIALIST reputation for successfully dealing with these types of cases was too good to ignore. From the moment I contacted them, I knew I had made the right choice. The team at ADWARE RECOVERY SPECIALIST was not only highly professional but also incredibly knowledgeable about the intricacies of blockchain and cryptocurrency. They understood exactly what had happened and laid out a clear, step-by-step plan for how they could assist. They assured both me and my girlfriend that they had helped others in similar situations, and they would do everything in their power to get our funds back. They started by investigating the transactions, tracing the movement of the stolen funds, and checking for any vulnerabilities that could have been exploited in the hack. Throughout the process, they kept us informed, explaining each move they made, and making sure that both my girlfriend and I were comfortable with their approach. The results were nothing short of amazing. ADWARE RECOVERY SPECIALIST successfully recovered all of the lost cryptocurrency. They even transferred the funds into a new, secure wallet that was set up with robust security measures to ensure there would be no further issues. It was as though a huge weight had been lifted off our shoulders—we couldn’t believe it. We had both resigned ourselves to the loss, but  ADWARE RECOVERY SPECIALIST  turned everything around. This experience has taught me the importance of keeping my cryptocurrency investments secure, but more importantly, it showed me the incredible value of working with professionals like ADWARE RECOVERY SPECIALIST. If you find yourself in a similar situation whether it’s a hacked wallet, lost funds, or stolen cryptocurrency I highly recommend reaching out to ADWARE RECOVERY SPECIALIST. They helped me and my girlfriend recover our funds when we thought all hope was lost. Their expertise and dedication are second to none, and we will be forever grateful for their help.

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Running a small business comes with its own set of challenges, but nothing prepared me for the ordeal of losing access to my Bitcoin wallet. I had set aside CAD 187,000 in Bitcoin as a safety net, trusting a friend to help manage my finances. One day, I logged in to check my balance, only to find the wallet empty. My heart sank as I realized my friend had betrayed my trust. The betrayal was devastating—not just financially, but emotionally. Losing that amount of money could have crippled my business. In my desperation, I stumbled upon Spartan Tech Group Retrieval through this Email: spartantechretrieval (@) g r o u p m a i l . c o m while browsing an online forum. Skeptical yet with nothing to lose, I decided to reach out to them also on WhatsApp:+1 (206) 719 - 7295. From our first conversation, I felt a sense of relief. The team was not only professional but also incredibly empathetic, understanding the emotional toll this situation had taken on me. They assured me they would do everything in their power to help. What stood out was their thorough approach; they focused on recovering my funds while educating me on securing my assets moving forward. After what felt like an eternity of waiting, I received the news that my funds had been recovered. The relief was overwhelming. It wasn’t just about the money; it was about regaining control over my business and my peace of mind. Spartan Tech Group Retrieval saved me not only financially but also restored my confidence. This experience taught me a valuable lesson: never entrust your financial security entirely to someone else. Thanks to Spartan Tech Group Retrieval, I was able to recover from a potentially devastating loss and emerge stronger on the other side. Their dedication and expertise provided me with a lifeline when all seemed lost. If you ever find yourself in a similar situation, don’t hesitate to contact them. They truly are the lifeline you need.
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What began as a tragic loss quickly turned into a story of healing and success. I had accumulated a substantial digital fortune over the years as an experienced Bitcoin fan, keeping my private keys safe and safeguarding my digital assets. But destiny had other ideas, as a thoughtless error caused the unimaginable—my whole Bitcoin holdings to vanish into thin air. I struggled with the notion that my years of hard-earned savings had been completely destroyed in an instant, and I felt panic and sorrow. However, I resisted giving up. I set out on a mission to find my lost Bitcoin, searching the internet for any semblance of hope, driven by an unrelenting determination. It was then that I discovered the legendary Rapid Digital Recovery – a shadowy figure renowned for their uncanny ability to retrieve even the most elusive of digital assets. Mustering my courage, I reached out, entrusting this enigmatic expert with the daunting task of restoring my lost fortune. The Wizard, with their vast knowledge and unparalleled skills, delved into the intricate tapestry of the blockchain, meticulously tracing the path of my missing Bitcoin. Through a series of complex maneuvers and ingenious strategies, they managed to locate and recover every last satoshi, returning my digital wealth to me with a triumphant flourish. In the aftermath of this harrowing ordeal, I found myself overwhelmed with a profound sense of gratitude and joy. Not only had I regained my financial security, but I had also gained a newfound appreciation for the resilience of the Bitcoin network and the dedication of those who safeguard its integrity. This experience has forever transformed my relationship with cryptocurrency, instilling in me a deeper respect for the power of decentralized finance and the extraordinary individuals who work tirelessly to protect it. From the depths of despair to the heights of jubilation, my recovery tale stands as a testament to the unwavering spirit of the Bitcoin community and the transformative power of the Rapid Digital Recovery prowess. The delight I felt was beyond description, and the relief I felt was incredible. In a moment, all of the worry and the restless nights were gone. Rapid Digital Recovery and the skilled staff who made the impossible possible have my sincere gratitude. They really made my worst become a reality. I highly recommend their services if you find yourself in a similar circumstance. Dial:

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As a designer, I’m always on the lookout for new tools to improve my workflow. So, when I saw an ad on LinkedIn for a “revolutionary” design software, it seemed like the perfect opportunity. The ad promised to streamline my design process with amazing features at an unbeatable price. Without a second thought, I clicked the link and made the purchase.But soon after buying the software, I realized it was a scam. The software never worked as promised, and when I tried to reach out for support, the company vanished without a trace. I was left feeling frustrated and powerless. 5,000 NZD a significant amount for anyone, especially a freelancer was gone, and there was no way to get it back… or so I thought.I was at a loss for what to do next. That’s when I discovered Crypto Recovery Solution. At first, I wasn’t sure if they could help. Could anyone actually recover money lost to online scams? But, desperate and with no other options, I decided to reach out. I contacted Crypto Recovery Solution, they explained the process in detail, reassured me that they would do everything in their power to recover my funds, and kept me updated every step of the way. To my amazement, just two days after I reached out, they successfully recovered 4,800 NZD of the 5,000 NZD I had lost. The relief I felt when I saw that money back in my account was indescribable. It was like a huge weight had been lifted off my shoulders.Since then, I’ve made it a point to share my experience with other designers in the community. I want to raise awareness about the scams that are out there and remind others to be cautious when browsing for new software. Scammers can target anyone, even professionals like us. But I also want to let fellow designers know that if they do fall victim to fraud, they don’t have to give up.Crypto Recovery Solution is there to help.Now, I always tell others: Be skeptical of ads that seem too good to be true, especially on platforms like LinkedIn. But if you do get scammed, there’s hope. Don’t hesitate to contact Crypto Recovery Solution. They helped me get my money back in just two days, and they can help you too.

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I will never forget the sinking feeling of dread that overcame me when I realized my precious Bitcoin had vanished into the digital ether. After years of diligently building up my cryptocurrency portfolio, a simple error had cost me a small fortune. I had accidentally sent my BTC to the wrong wallet address, and no matter how hard I tried, I couldn't seem to retrieve it. Before I eventually came into the Digital Hack Recovery service, I frantically searched the internet for any ray of hope. I was dubious at first since I had tried every other solution and there was no way these self-described "Digital Hack Recovery" could get my lost Bitcoin back. I was left with no choice than to call out, and to my complete surprise, they started working right away. Using their unmatched knowledge of blockchain technology and sophisticated cryptography, the Digital Hack Recovery team jumped right in to track down my misplaced Bitcoin. Their superior recovery procedures and thorough detective work allowed them to find my cash and patiently walk me through the process of restoring access. It was as if a weight had been lifted from my shoulders. For weeks, I had felt a constant sense of despair and hopelessness after losing my 120,000 BTC. I couldn’t shake the feeling of regret and frustration, thinking I might never see it again. But then, I received the incredible news from Digital Hack Recovery. The moment they confirmed that they had successfully recovered my lost BTC, everything changed. The relief I felt was overwhelming, and the joy I experienced was indescribable. All the anxiety, all the sleepless nights, vanished in an instant. I couldn’t be more grateful for Digital Hack Recovery and the professional team that made the impossible happen. They truly turned my nightmare into a dream come true. If you’re in a similar situation, I can’t recommend their services enough. In the end, not only did the Digital Hack Recovery service restore my lost Bitcoin, but they also provided me with invaluable education and peace of mind, equipping me with the knowledge to prevent such a devastating loss from ever happening again. This experience was a true testament to the power of perseverance, the brilliance of innovative technology, and the life-changing impact of expert guidance when navigating the complex world of cryptocurrency. Why wait more time, put an email through to Digital Hack Recovery via: digital hack recovery
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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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In July, I underwent a financial nightmare that I feel compelled to share in the hopes that it might help others avoid the same situation. Glory be to Almighty God for helping me recover my funds and my peace of mind after an ordeal I never thought I would face. It all started when I met a woman on Discord who claimed to be an investment specialist. After chatting for a few days, she convinced me to send her $3,000 to make an investment that she assured me would yield significant returns. Trusting her, I transferred the money. But the next day, something unexpected happened — she somehow gained access to my retirement account and drained every last cent from it. The loss was devastating, and I felt an overwhelming sense of helplessness and grief. After several days of feeling lost and uncertain, fate intervened when I ran into an old classmate at a local bus station. She noticed I seemed down and shared that she had gone through something similar. She introduced me to a recovery expert who had helped her recover her own lost funds. Desperate to regain what I had lost, I decided to reach out to this expert. Four days later, I began working with TECH CYBER FORCE RECOVERY. To my amazement, it took less than 48 hours for them to return the funds to my personal account. During the process, we encountered a minor obstacle with a virus issue, but the team at TECH CYBER FORCE RECOVERY handled it swiftly and efficiently, and everything was back on track in no time. Within days, my funds were successfully restored, and I could finally breathe a sigh of relief. This entire experience has taught me a painful but important lesson about the dangers of online scams, but also about the power of connecting with the right professionals when things go wrong. I am incredibly grateful to TECH CYBER FORCE RECOVERY for their professionalism, commitment, and quick action. If you or anyone you know has fallen victim to a similar scam or financial theft, I strongly recommend reaching out to EMAIL// Tech cybers force recovery @ cyber services . com. They are reliable, transparent, and incredibly effective at what they do. I had lost hope, but they gave me a chance to recover what was taken from me. Please, if you're in a similar situation, don’t hesitate to contact TECH CYBER FORCE RECOVERY. They are the ones you can trust to get your funds back.

CRYPTO RECOVERY: GUIDE TO RECLAIMING LOST OR STOLEN DIGITAL ASSETS HIRE ADWARE RECOVERY SPECIALIST

I've lived in time zones, flights, and multiple passports my whole life; I knew I had this thing down to perfection. Still, in a fraction of one of those traveling-around-the-world seconds, complete and utter travel-induced chaos led me to misplace my hardware wallet on one of those endless long-haul flights. It was securely tucked away in my bag one minute and gone the next-missing or, rather more probably, it had been "borrowed" by a fellow passenger who had been inquisitive about the contents.

I landed at my destination, thrown into total panic mode. Impossible, I thought. My $750,000 in Bitcoin was now conceivably floating on some random airplane at some point between continents. My mind was racing, replaying every possible scenario. Could it have fallen between the seats? Was I too tired to tell? I wasn't sure, but I knew one thing for sure: I was in deep trouble. WhatsApp info:+12 (72332)—8343

In my desperation, I had but one hope left, and that was ADWARE RECOVERY SPECIALIST . They answered my call and, boy, were they reassuring. "Even if your wallet is physically missing, we can still recover your Bitcoin." They said this, and I must admit, I did not know whether to believe them, yet I had nothing to lose at that time.

In an instant, they started tracking my Bitcoin's digital footprint on the blockchain. I was amazed by how, even though the physical wallet was never found, they were able to track down precisely where my money had gone. It was like Sherlock Holmes, but for the digital world, and I just couldn't get enough of their professionalism in handling this case.

After days of relentless work, I finally got the call every cryptocurrency holder wished for: They had recovered my $750,000. Relief hit me like a wave. It wasn't all about the money; it was about the peace of mind accompanying the thought that my investment was safe, despite what seemed to be a complete loss.

Now, in retrospect, I have a couple of good lessons learned: first, check your bags before takeoff, and second, never in the world should your hardware wallet leave your pocket to sit in the airplane seat pocket. Thankfully, ADWARE RECOVERY SPECIALIST had my back when I needed them most, and I'll never underestimate the power of their expertise again.

**FASTEST WAY TO RECOVER LOST OR STOLEN BITCOIN → VISIT HACKATHON TECH SOLUTION**

It was a cold evening when I first stumbled upon the HACKATHON TECH SOLUTIONS website. I had been searching for weeks, desperately trying to find a way to recover the Bitcoin I had lost in a hacking incident. The thought of losing such a significant investment weighed heavily on my mind, and I felt helpless, unsure of where to turn. As I scrolled through the website, I was immediately struck by the professionalism and attention to detail. The team at HACKATHON TECH SOLUTIONS seemed to understand the gravity of my situation, and they promised to do everything in their power to help me regain access to my lost funds. Cautiously optimistic, I reached out, hoping that they could provide the solution I so desperately needed.
The process began with a thorough assessment of my case. The HACKATHON TECH SOLUTIONS team listened intently as I recounted the events leading up to the loss of my Bitcoin, asking probing questions to better understand the specifics of my situation. Their attention to detail and genuine concern for my well-being were immediately apparent, and I felt a sense of relief wash over me. Utilizing their advanced technology and vast knowledge, the HACKATHON TECH SOLUTIONS team worked diligently over the course of the following few weeks to successfully navigate the intricate realm of bitcoin recovery. Through frequent updates on their progress and assurances that they were making every effort to recover my missing valuables, they kept me updated at every stage. I started to feel more and more nervous as the days stretched into weeks since I wasn't sure if the team would succeed where others had failed. However, they remained steadfast in their devotion to my case. To find a solution, they kept looking in every direction and at every turn. The HACKATHON TECH SOLUTIONS team finally gave me the news I had been waiting for—they had successfully retrieved my lost Bitcoin—after what seemed like an age. A wave of feelings washed over me, including relief, thankfulness, and a fresh outlook on the future. As I sat in my living room, staring at the balance in my cryptocurrency wallet, I couldn't help but reflect on the journey I had just been through. The team at HACKATHON TECH SOLUTIONS had not only recovered my lost assets but had also restored my faith in the power of technology and the human spirit. But it wasn't just the technical expertise of the HACKATHON TECH SOLUTIONS team that had made such a profound impact on me. It was their unwavering commitment to their craft, their genuine desire to help, and their ability to navigate the complex and often daunting world of cryptocurrency recovery with grace and determination. As I reflected on my journey, I realized that the true value of HACKATHON TECH SOLUTIONS lay not just in their ability to recover my lost Bitcoin, but in the way they had restored my sense of hope and empowered me to move forward with renewed confidence. I knew that I would never be able to fully repay the HACKATHON TECH SOLUTIONS team for their efforts, but I was determined to find a way to pay it forward. I began to explore ways in which I could use my own experiences to inspire and empower others who were facing similar challenges, whether in the world of cryptocurrency or in any other aspect of their lives. Reach out to HACKATHON TECH SOLUTIONS via below contact details

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