Client: Hey, you're the IT guy right?
Me: Hey, how can I help?
Client: Yeah for some reason I've lost power to my computer
Me: *Checks power, all computers are down due to a power cut*
Me: You'll have to contact your power supplier as you've lost power to all computers and lights.
Client: What, but the computers are not working right? - that's you're job not mine
Me: That's not how it works.
Client: Fix this or I'll bill you for the loss of money we've encountered during this and report this to your boss.
Me: How about I bill you for my time and advice and inform by boss that you tried to blame me for a power cut.
Client: You can try.
Me: *walks off and puts time in the ticket, requests purchasing to send an invoice*

2 Days later:
The client does not pay the invoice.
Me: (phone call) Hi, an invoice has been sent to you and we haven't received payment yet.
Client: were not paying that, you broke our power and made our computers break
Me: null

The worst career choice I ever made was walking away from a six figure salary software development job with benefits to focus on the small startup I co-founded just a few years earlier. My wife and I had two small children at the time and my wife was also nearly 8 months pregnant with our third. It resulted in an approximate 70% reduction in income, prematurely cashed out 401k and loss of existing health insurance.

To be fair, it was also simultaneously the best career choice I ever made. Three years later I make more now than I originally walked away from. The raw roads of stress, anger, fear and complete uncertainty have aged both me and my wife at an accelerated rate but we have grown closer to each other than we would otherwise be. We have relied on each other, and she has been unbelievably supportive with all the late nights and required traveling. We discovered what we are capable of. In one day it will be October. In one day it will be the month that we finally pay off our last batch of credit card debt that resulted from that career choice.

I cannot recommend following in our footsteps as from where I’m sitting there are much better, more calculated ways of going about it. Logically, what we did was beyond stupid. Luckily for us, we were still young enough to not grasp the full magnitude of stupidity and we also refused to fail. It’s also crucial to have stellar business partners who are just as crazy and just as determined. We have all labored tremendously and we have each played critical roles in our success. The hard times of fear and uncertainty aren’t over. I don’t think they will ever be, to be honest. But, it sure has been one hell of a ride. I wouldn’t change a thing.

Smart India Hackathon: Horrible experience
Background:- Our task was to do load forecasting for a given area. Hourly energy consumption data for past 5 years was given to us.

One government official asks the following questions:-
1. Why are you using deep learning for the project? Why are you not doing data analysis?
2. Which neural network "algorithm" you are using? He wanted to ask which model we are using, but he didn't have a single clue about Neural Networks.

3. Why are you using libraries? Why not your own code?

Here comes the biggest one,

4. Why haven't you developed your own "algorithm" (again, he meant model)? All you have done is used sone library. Where is "novelty" in your project?

I just want to say that if you don't know anything about ML/AI, then don't comment anything about it. And worst thing was, he was not ready to accept the fact that for capturing temporal dependencies where underlying probability distribution ia unknown, deep learning performs much better than traditional data analysis techniques.
After hearing his first question, second one was not a surprise for us. We were expecting something like that. For a few moments, we were speechless. Then one of us started by showing neural network architecture. But after some time, he rudely repeated the same question, "where is the algorithm". We told him every fucking thing used in the project, ranging from RMSprop optimizer to Backpropagation through time algorithm to mean squared loss error function.

Then very calmly, he asked third question, why are you using libraries? That moron wanted us to write a whole fucking optimized library. We were speechless at this question. Finally, one of us told him the "obvious" answer. We were completely demotivated. But it didnt end here. The real question was waiting. At the end, after listening to all of us, he dropped the final bomb, WHY HAVE YOU USED A NEURAL NETWORK "ALGORITHM" WHICH HAS ALREADY BEEN IMPLEMENTED? WHY DIDN'T YOU MAKE YOU OWN "ALGORITHM"? We again stated the obvious answer that it takes atleast an year or two of continuous hardwork to develop a state of art algorithm, that too when gou build it on top of some existing "algorithm". After listening to this, he left. His final response was "Try to make a new "algorithm"".

Needless to say, we were completely demotivated after this evaluation. We all had worked too hard for this. And we had ability to explain each and every part of the project intuitively and mathematically, but he was not even ready to listen.
Now, all of us are sitting aimlessly, waiting for Hackathon to end.😢😢😢😢😢

So, basically i am getting desperate, and i'm also angry... and want to cry, and i feel a failure.
My biggest error in this story is "believing"

First of all, I'm a starting entrepreneur as freelancer, started of 6 months ago, back then it all seemed bright, i had my first customer, they believed me, got a second assignment for that same customer, fulfilled the task in brilliance, and was ready to move on to a bigger customer base. Here's where shit goes wrong.

Working with another office that outsources people to various (goverment) contractors, Had a meeting with them, we would cooperate very soon. This was january.

PM: "We've got a gov Dept as a customer that wants to do project XYZ and starting in february, requirements are yadiyadiyadi, you up for it?
Me:"Sure, send me the specs, and timeframe and i'll apply with my offer)"
Project is about a bit backup system migration, lots of fancy shmancy tech used, 2 datacenters setup... a big project that can take up several months...
- sends offer- received an acceptance on the offer

PM " Great, we'll start end of february"
Me: "Ok, end of february is a go then, looking forward to cooperate"

FF to near end of february, receive msg from PM: "Project XYZ delayed until half if march"
Me: "Okay... what is the delay?"
PM:"Govt bureaucracy"
Me " Ok, let's keep in touch"

Near Half of March
PM " Project delayed again".
Me: " Okay... what's the reason?"
PM: "they have decided to take a different approach, and want 3 datacenters now"
Me: "That will change the offer i made for you, can you send me the specs?"
PM: "No, because they havent decided on the techs used, expect end of march"
Me: "Okay...but once you got the specs,s end them to me"

End of March
Pm: " Hy NeatNerdPrime, we still havent got any specs yet... they still forgot to make the shopping list"
Me: "(-_-) ... I thought they already had that covered"
PM:" No, new Govt budget cuts and lots of changes, basically, they still don't know what they really want. But we're just -delayed- , not -cancelled-"
Me: "Okay... i hope we get started soon"
PM: "expect launch beginning of april"
I was not really satisfied with this explanation.... but ok

Beginning of april, at april's folls day
PM "Project delayed again"
Me: " This is a joke right?"
PM: "Sadly, no, they delayed the project since they don't really know what they actually want, we are trying to give them the proposed solution... but they still need approval, and still need to set up shopping list"
Me:"when do we start then?"
PM: " I was told 17th of april'
Me:" I really hope it gets through, i had to decline some proposals for work for months due to this, this ain't funny"
PM: "I know, i'll make up for it"

15th of april...
PM " Project delayed again"
Me right now almost losing my shit
"why this time??? I thought you said 17th of april real launch!"
PM: "they fired their PM, need to hire a new one, delayed until May/June"
Me: "I've set aside some other assignments just because you said you were going to launch at those dates... This is really pushing my limits, can you give me SOME assurances?"
PM: "5th of june would be official go" Me: " Okay, i'm noting 5th of june in my agenda, let's get this through!"

And now i get a message...stating that the date of 5th of june , is for another project, at the same goct dept, but totally different project

WHAT THE FUCKING SHIT I'VE SPENT MONTHS WAITING FOR A PROJECT THAT WAS PRACTICALLY ALL SET AND GO AND EVERY SINGLE FUCKING TIME IT GETS DELAYED, EVERY FUCKING TIME I THINK "you know, i cannot accept these offers since that Govt project will start soon, i cannot do 2 assignments at once especially when they require me to work at govt office at the capital..." AND EVERY FUCKING TIME IT GETS DELAYED!!!

I feel at a loss now..... i've done i think the most horrible thing you can do as a independent and that's not accepting another assignment just because there was a concrete promise for a govt contract...

Almost dried up, nothing much left, had to do some spending because of a move to another apartment... I'm feeling really down, and angry...and down, but mostly angry, for not accepting those offers in the meantime...

Worst disturbance while working?

Some of my faves:
- Mgr flying his new $400 drone around the office (hitting walls, ceiling, etc). I mentioned the price because he crashed it a week later (un-repairable kind of crash), so I didn't feel too sorry for his loss.
- Mgr trying out his new blowgun and blowing darts at a cardboard box down/bewtween the cube hallway (where anyone could walk out of at any time). We would hear the "pfffft" and a loud 'Yea!'.
- Mgr would walk by a cube entry-way, fart, and walk away laughing.
- Mgr called me into area and his desk+the floor area around his desk was covered in peanut shells.
Me: "Wow, you got a mess here."
Mgr: "Yea, got tired of trying to hit the trash can. Maintenance will vacuum the office this weekend."
The mess was one thing, but what disturbed me the most was this asshole thinks Maintenance-Jim has nothing better to do than clean up after this so-called adult.

Karma kicked in and an hour later the owner's wife (we're still a family owned company, so he+his wife are on friendly basis with everyone) stopped by to say hi and walked in on the mess.
June: "What do we have here!?"
Mgr: "Oh...um...uh..I was eating a few peanuts and putting the shells in the trash can and accidentally knocked it over. I was on my way to get the vacuum cleaner."
June: "Hmmm...this looks like more than a few. *You* clean it up right now and *never* let me see this again!"
Mgr: "Yes..yes ma'am...right now.."

Whole office heard the exchange and it was frickin' awesome.

[when starting out with web dev] Just use bootstrap!

Please don't. I teach web dev now, and when people learn a framework initially, they often get a warped and incomplete understanding of how things work. They spend their time learning the framework instead of learning the systems they're actually working with, and then when the want to do something the framework can't do, they're just at a loss.

Don't get me wrong, bootstrap and jquery and so on have their places, but those places aren't when you're just starting out.

I studied ancient languages, because of corruption in my home country, I couldn't find any place in academy although my scores were above 90%. Moved to another country and taught myself web development. Naturally in time I lost almost all my knowledge of Latin, Ancient Greek, the whole ancient literature, history, philosophy and culture (everything from historical evolution of tremmas in letter i in ancient Greek to honey fish recipe in ancient Rome cousine). I'm super happy with Webdev tho but I think that also counts as data loss.

A new junior developer diet: treat y'o self with a candy of choice every time you finish a project that you've been working at during your "free" time. Guaranteed fat loss. Coz' you won't be eating any. And you're lazy.

Thank you for fucking me

Thank you for sucking me

Thank you for lying to me

Thank you for showing your true self

Thank you for teaching me what type of people to avoid

Thank you for sharpening my focus

Thank you for making me suffer

Thank you for improving my grind

Thank you for being a bitch

Thank you for being a whore

For now i have taken heavy damage and a heavy loss of time

For i shall take it as a reminder

A lesson to never forget

Short term gain

Damages

Long term fulfillment

And vice versa

Yin yang

The perfect balance

You will not be missed

I am done dealing with this fuckin bullshit

Goodbye

Once upon a time, one or two jobs ago, a really awesome engineer specced out a distributed search application in response to a business need. This company was managed pretty oldschool and required a ton of paperwork and approvals.

The engineer spent many weeks running tests and optimizing the hell out of this app cluster. It flew, and he had the data to prove it could handle production workloads (think hundreds of terabytes of data being processed every single day)

Part of the way he achieved this was having RAID0 on all of the servers to maximize I/O throughput. He didn't care much about data loss, since the application itself was fault tolerant on a much more granular level.

Management, hearing about this, absolutely flipped their shit and demanded RAID6 instead. This despite the conclusive data that the engineer had that proved RAID6 couldn't keep up.

He more or less got told to STFU.

Even this despite the fact that a RAID restripe would actually take many times longer than rebuilding the failed node from scratch (a process that took about 30 minutes by hand, and could probably be automated to be done in less than five), causing a longer exposure to actual data loss throughout the length of the days-long array rebuild time.

The ill-thought-out requirement added about 50% to the cost of the project (*many* more hard drives now required), beyond the original budget, and the subsequent bureaucratic wrangling resulted in a late product launch.

6 months or so later, after real customers were using this product, the app was buckling under around half of its expected workload. A friend of the engineer suggested to management to try RAID0. Sure enough, that resolved the I/O bottleneck.

This rage-inducing story has a happy ending, though! Said engineer left the company not long after this incident, citing it as a reason for his departure. He was immediately hired by another company, making integer multiples of his prior salary.

The product the company botched the launch of by ignoring his spec? It died a few months later. Maybe the poor customer experience was to blame? Maybe the late launch? Maybe it was another reason entirely.

Either way, millions of dollars of hardware now sat fallow. This was a black eye on the company all the way up to the C-level.

tl;dr: Listen to your engineers. You hired them for their expertise.

I wrote my first line of code at 12. I fell in love with it and continued. I'm 25 now and I'm a software engineer. I don't even have time or energy to work on personal projects anymore. Writing code isn't a hobby anymore. It's a means to survive. Why/how did this happen? When will building things be fun again? Before landing my first job as an engineer, not once did I consider salaries, equity, atmosphere, nor any of the other amenities (or lack thereof) of code as a profession. But, I don't even know when any of that fell into the picture and they've managed to suck the novelty out of a really cool pastime. I'm essentially a well-paid robot. Who did this? What's happening? What can I do to find the freedom I once had? When did I become just another cog in a machine? Should I try my hand in business, bent on making a lot of money so I can retire early and have time to experiment again? Is that unrealistic? Should I buy lottery tickets every paycheck? We only get one life and I realized this. I'm panicking because I know I'm not enjoying myself and that I'm not on track to leave the world better than it was when I was born into it. So much loss. I'm grateful, but this is not cool at all. I want my hobby back.

Found out today my boss told the team lead to put an unfinished part of the software that I'm developing into production so the clients 'could look at it already'. Team lead claims he objected but boss insisted. So now our error logs are filling up with lines every time it silently fails, and the pressure is on even harder to make it work asap. This has been going since the start of the week and I found out about it now. Boss told team lead it looks better to the clients this way. Meanwhile I'm just thanking the heavens this at least couldn't cause data loss. Probably. *panic intensifies*

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.

I'm starting to like the crisis. Not only that I have home office, I'm also in for reduced working time. 3.5 days per week from next month on, and the state will fund 60% of the pay loss. Yeah!

I've been a bit "removed" from .NET lately and I've been slowly forgetting about it. It's like I grieved a loss, and now I was moving on, for lack of a better analogy. I was just beginning to get used to my new environment of Node JS and PHP. And, recently, I was put on track to complete a full project using Node JS.

And then suddenly a new company reached out to me, interested in my skills, and asked for me to build a simple .NET web app to showcase my abilities.

I got started, and holy crap I forgot how nice it was to be coding in this environment. Everything I had forgotten about switched on for me, like riding a bike. I was done with the app in a matter of hours. It was probably the most productive I've been with a coding assignment in forever. I was beaming with pride at the fact that I could code so fluently despite some time away. Everything here just made sense to me.

After I submitted it to the company for review I sat back and thought, damn, do I have to go back to Node/Express JS? I barely have any experience with it 😂. The only reason I know anything is because I watched a 20 minute quick tutorial on how to build an API. That's it.

I really want my current company to give me projects that are in my preferred language and they aren't and that's killing me right now. I can learn, that's not a problem, but my effectiveness as an employee is completely shot by not allowing me to build in code that I know and understand. I was fuckin hired for my specific coding experience, why not take advantage of what I know?

I should say something to my manager but I know they will just tell me no because they want it to be built in Javascript as it's the preferred language of the Gods.

Joking aside, I don't think they will go for it because it is another language that they would have to manage and maintain if I ever leave.

Oh well 🤷

!rant
Question time for you very few Salesforce devs out there, yea I know there’s some.

Seeing as Google is not my friend today, I’m trying to get SOQL to return null valued fields back to a rest api, something this hunk of shit won’t do, and short of looping back through all the records and injecting these fields back in, I’m at a loss... any advise is welcome 🤯

As you can see from the screenshot, its working.
The system is actually learning the associations between the digit sequence of semiprime hidden variables and known variables.

Training loss and value loss are super high at the moment and I'm using an absurdly small training set (10k sequence pairs). I'm running on the assumption that there is a very strong correlation between the structures (and that it isn't just all ephemeral).

This initial run is just to see if training an machine learning model is a viable approach.

Won't know for a while. Training loss could get very low (thats a good thing, indicating actual learning), only for it to spike later on, and if it does, I won't know if the sample size is too small, or if I need to do more training, or if the problem is actually intractable.

If or when that happens I'll experiment with different configurations like batch sizes, and more epochs, as well as upping the training set incrementally.

Either case, once the initial model is trained, I need to test it on samples never seen before (products I want to factor) and see if it generates some or all of the digits needed for rapid factorization.

Even partial digits would be a success here.
And I expect to create multiple training sets for each semiprime product and its unknown internal variables versus deriable known variables. The intersections of the sets, and what digits they have in common might be the best shot available for factorizing very large numbers in this approach.

Regardless, once I see that the model works at the small scale, the next step will be to increase the scope of the training data, and begin building out the distributed training platform so I can cut down the training time on a larger model.

I also want to train on random products of very large primes, just for variety and see what happens with that. But everything appears to be working. Working way better than I expected.

The model is running and learning to factorize primes from the set of identities I've been exploring for the last three fucking years.

Feels like things are paying off finally.

Will post updates specifically to this rant as they come. Probably once a day.

Different perspective.

So your friend wants you to make the next big Facebook or Google because they know you can code....lots of rants like that and it gets me as well when I'm fixing printers for family and friends. Thing is these people genuinely just want to do something cool and succeed so they can have a good life. They see what we can do and wish they had the same talent. They have an idea they think will be great, they don't know what we know, and they don't know that it could be the most amazing thing ever and still never take off.

They don't realize to be Facebook or Google you have to sell out your values, morals, and soul. They just think if we can code we should be millionaires. So on that philosophy after just over a year the devRant creators should be rolling in cash right? But pretty sure I saw they are still operating at a loss.

I'd love to be able to have the time to work with each of them, teach them, and guide them through that first failure and let down of realizing that coding doesn't buy a magic ticket to a new life.

// Like anyone ever really fixes a printer //

MTP is utter garbage and belongs to the technological hall of shame.

MTP (media transfer protocol, or, more accurately, MOST TERRIBLE PROTOCOL) sometimes spontaneously stops responding, causing Windows Explorer to show its green placebo progress bar inside the file path bar which never reaches the end, and sometimes to whiningly show "(not responding)" with that white layer of mist fading in. Sometimes lists files' dates as 1970-01-01 (which is the Unix epoch), sometimes shows former names of folders prior to being renamed, even after refreshing. I refer to them as "ghost folders". As well known, large directories load extremely slowly in MTP. A directory listing with one thousand files could take well over a minute to load. On mass storage and FTP? Three seconds at most. Sometimes, new files are not even listed until rebooting the smartphone!

Arguably, MTP "has" no bugs. It IS a bug. There is so much more wrong with it that it does not even fit into one post. Therefore it has to be expanded into the comments.

When moving files within an MTP device, MTP does not directly move the selected files, but creates a copy and then deletes the source file, causing both needless wear on the mobile device' flash memory and the loss of files' original date and time attribute. Sometimes, the simple act of renaming a file causes Windows Explorer to stop responding until unplugging the MTP device. It actually once unfreezed after more than half an hour where I did something else in the meantime, but come on, who likes to wait that long? Thankfully, this has not happened to me on Linux file managers such as Nemo yet.

When moving files out using MTP, Windows Explorer does not move and delete each selected file individually, but only deletes the whole selection after finishing the transfer. This means that if the process crashes, no space has been freed on the MTP device (usually a smartphone), and one will have to carefully sort out a mess of duplicates. Linux file managers thankfully delete the source files individually.

Also, for each file transferred from an MTP device onto a mass storage device, Windows has the strange behaviour of briefly creating a file on the target device with the size of the entire selection. It does not actually write that amount of data for each file, since it couldn't do so in this short time, but the current file is listed with that size in Windows Explorer. You can test this by refreshing the target directory shortly after starting a file transfer of multiple selected files originating from an MTP device. For example, when copying or moving out 01.MP4 to 10.MP4, while 01.MP4 is being written, it is listed with the file size of all 01.MP4 to 10.MP4 combined, on the target device, and the file actually exists with that size on the file system for a brief moment. The same happens with each file of the selection. This means that the target device needs almost twice the free space as the selection of files on the source MTP device to be able to accept the incoming files, since the last file, 10.MP4 in this example, temporarily has the total size of 01.MP4 to 10.MP4. This strange behaviour has been on Windows since at least Windows 7, presumably since Microsoft implemented MTP, and has still not been changed. Perhaps the goal is to reserve space on the target device? However, it reserves far too much space.

When transfering from MTP to a UDF file system, sometimes it fails to transfer ZIP files, and only copies the first few bytes. 208 or 74 bytes in my testing.

When transfering several thousand files, Windows Explorer also sometimes decides to quit and restart in midst of the transfer. Also, I sometimes move files out by loading a part of the directory listing in Windows Explorer and then hitting "Esc" because it would take too long to load the entire directory listing. It actually once assigned the wrong file names, which I noticed since file naming conflicts would occur where the source and target files with the same names would have different sizes and time stamps. Both files were intact, but the target file had the name of a different file. You'd think they would figure something like this out after two decades, but no. On Linux, the MTP directory listing is only shown after it is loaded in entirety. However, if the directory has too many files, it fails with an "libmtp: couldn't get object handles" error without listing anything.

Sometimes, a folder appears empty until refreshing one more time. Sometimes, copying a folder out causes a blank folder to be copied to the target. This is why on MTP, only a selection of files and never folders should be moved out, due to the risk of the folder being deleted without everything having been transferred completely.

(continued below)

What is it with networking guys refusing to do any kind of fault finding? Pretty much everywhere I've worked they seem to be overpaid address hogs who occasionally want everyone to be proud of them for installing a new switch.

Currently seeing a production issue that's clearly due to spikes in packet loss on a certain part of the network - but oh no, it's always "our tests are fine", "we can establish a route no problem", "this is an application level issue", etc.

No you morons, when a dozen unrelated applications hosted on different cloud services fail because none of them can contact anything in your particular subnet in your data center at the same time, it's a damn networking issue. Sort it out.

If they followed my suggestion and went straight to debugging the server issues they would have been solved it from week 1 and everyone would have thought the migration had a minor performance hiccup. In fact, we have already done such at least twice before and nobody batted an eye.

Instead they self-labelled the migration a failure on first error, setting the stage for apologizing to the client, and put themselves on the spot for a whole staging / production signoff, replication / backup worfklow, almost a blue-green "seamless" deployment reminiscent of DigitalOcean.

Well they're not DigitalOcean, and anyone who has spent any time understanding users knows they will not participate in "new system" tests long enough to find or report issues.

So of course the migration stretched out to almost three months up until the whole reason for the migration - the rapidly escalating risk of the old provider disappearing - hit like a freight train and now they have to go through the problem of debugging the server like I told them to on week 1. Only this time they've set the client mindset against it, lost any chance of reverting, have had grave risk for data loss, and are under pressure to debug other people's code in real-time.

This is why I don't trust devs to do ops. A dev's first solution to any problem is to throw tech at it.

Lately I feel like I'm mentally working at 50% of my capacity. I'm spending the time, but I feel a major loss in focus and motivation.

This is just a rant, but I think some of you might have faced this at some point. Did anything help you lately?

Figured I'd post for some advice here and see if anybody has had previous experience or success with a situation like this.

My team is generally comprised of full-stack developers completing front-end custom work on sites, writing back-end tools, and fixing broken sites. We are a rapid-response DEV team, and we typically turn around any custom requests in less than 5 days and fix any broken sites on the same day as they were reported. We manage almost 15,000 sites across multiple countries, and deal with very large corporations that many of you interact with every day (I'm trying to be cryptic here hahaha.) There are 16 of us on our team, and we are the only DEV team within our department of 500+ people. We are also the only DEV team taking requests from these 500+ people. The way the department works, we are the final say on whether a specific piece of custom work will get completed or not, and we are the go-to people when anybody has a question about our system infrastructure or if our system can accommodate a request, along with how to fix any broken pieces of our platform. We typically get about 150 requests per day. Lately, the entire team has become unhappy with our compensation for the work we do. We're quite underpaid, and they keep giving us more responsibilities without any sort of extra compensation. We've discovered that there are a large amount of non-developers below us that are getting paid more than we are. We've found that we get paid about $15,000 less than a comparable DEV team in a different department (let's call that team DEV_2,) just because of which department our team exists within, and how our department defined our job back when this position was created a few years ago. Ever since the position was created, our team's responsibilities have exponentially increased. We believe that there is absolutely no reason that an entry-level position below us should get paid just as much, or even more in some cases, than a developer. Of course, we're not asking to pay them less. Instead, we've decided that we're going to bring this up with our manager and schedule a meeting with him, our Department Director, and Human Resources, and voice that we believe that we should be on the same payscale as the comparable DEV_2 in the other department.

To be a good developer on our team, you need to not only have coding expertise, but also an encyclopedic knowledge of what you can do within our platform without any coding. You need this knowledge so you can pass it along to any people in positions below you, in case they didn't know that something could be done without custom code.

We're going to argue that if it weren't for our team, the company would be losing millions of dollars in clients, because people wouldn't have anybody to go to for platform infrastructure questions, broken websites, or custom work. Instead, they would need to send these requests to the DEV_2 team, which currently take about 6 months to turnaround requests. Like I said, we are a rapid-response DEV team, and these particular clients think that a 5 day turnaround time is ridiculous. If they had to wait 6 months for their request to be completed, they would cancel their contracts.

Not to mention the general loss of knowledge if the members of our team went to a different department, which would be catastrophic for our current department. Believe me, this department could not function without this DEV team. If we all went on vacation for a week, the place would be on fire by the time we got back, and many clients would be lost.

Do any of you have any experience with a situation like this, and if so, how did it turn out? Thank you!

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.

When depression set in, I thought pain relief lied in getting duller. People I called “stupid” — who lived simple lives filled with alcohol and lack of any talent or purpose — weren't suffering. Better even, they denied the existence of depression.

My “wish” was granted when they prescribed cariprazine. In two months, I lost my ability to read, let alone code.

Before that, even depressed, writing a simple email/password auth was a matter of ten minutes in any of the languages I knew how to do web in (JS, Python, Clojure, PHP). But on cariprazine, I remember myself not quite getting what an HTML form was.

Tell you what… you should never wish to become dumber. When I was smart and depressed, the pain was real, but it felt like… let's say a breakup. When I was dumb and depressed, it felt like being raped with a red-hot soldering iron. Or like being skinned alive. Or like when 100% of your skin is a third-degree burn. The pain weren't listening to me, as my mouth was glued shut as if I was Keanu in the first Matrix movie. You can't say, do or think anything, at all, to ease your pain somehow. You can't even realize that just DMing or calling someone is probably a good idea.

Instead of you vs. despair situation from when you were smart, now it's just despair that is actively melting you, so you two become one. Even time loses its meaning. There is nothing out there but suffering.

If you're smart(er than I was at my lowest), DO cherish it. Losing that will spell disaster. So stay away from substances that can facilitate that loss.

There's this thought that keeps popping up in my head more frequently recently.

We are people who do heavy mind work. Our quality of life directly depends on our ability to come up with solutions. We've been training our minds for years, for decades, to get to the point where we are now.

Now stop for a moment. And imagine. You wake up one morning and you realize you can no longer code. You forgot all of it. You still can copy-paste answers from SO, but you don't know what questions to ask to get to those answers.... Your mind has pulled the DROP TABLE PROGRAMMING;COMMIT; stunt. From hero to zero in just 1 night.

You have no clue what happened, no idea whether you will recover. How does that affect your identity? Would you still try to climb the programmers' tree to the sweet spot you are in now? Would you choose some simpler profession instead, considering your age and time required to master that other profession? If you choose another profession - what would it be?
What would you do with your personal projects? You can't continue them yourself obviously... Would you let them die with the loss of your skills?

How closely is your profession related to your identity?

Now that I consider myself a person who's quite good in the field, this is becoming one of my fears. Sadly, it'll most likely come true someday. Either some accident or just old age, or even diseases/conditions at younger ages - there are so many things that could mess up your mind - the sole tool critical for our profession [to the picky ones: lumbers can't swing axes w/o hands, postman can't deliver mail w/o legs, politics can't lie without tongues, and we, engineers, cannot build with our minds even slightly off].

Antergos is going out of the play. And i saw a very click baity article which poised the following statement at the end:

"Is the death of Antergos a major loss? No, not on its own. Despite the developers bragging about over 900,000 downloads (over the last five years) it’s hardly a popular operating system. Still, its demise is a part of an emerging trend where developers don’t have the resources to continue a project. And both the Linux and Open Source communities should be very worried about that. Developing for love or as a hobby simply isn’t sustainable."

Now, this is, at least to me, bullshitty in the sense that the open source community does not really have anything big to worry about. Large pools of companies would make yeary investments in open source codebases due to the ammount of usefulness they present to their companies. More and more great open sourced projects come out every year OUTSIDE the all eating scope of just web development(which to an extend is fine since it brings communities together)

Saying that a hobby isn't sustainable is funny in itself really.

If people don't have the time to support a hobby project because they are moving on to bigger and better things in shit that actually pays then I am glad for them. It tomorrow Arch, Debian, pop os, ubuntu and fucking freebsd goea out then I would have something to bitch about.

Till then, stating that the community haa something to worry about is just bullshit.

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.

My paper just got rejected. Again. The first time it was expected. But for this journal, it wasn't supposed to be. Some of the reviewers' comments are stupid. (for eg. I mention a no-loss algorithm fir a game which, so his/her comment is like what's no-loss? , like are you fucking kidding me, if you don't know that, then why are you a reviewer in the first place)

Anyway now I don't know what to do. I'm looking for more journals but all have so high impact factors and I'm not even sure confident to submit again. Had a good mind to mail the editor in chief but well, I don't think it'd help. What do you guys think?

In the middle of another project, another paper, online courses, now this. I'm just done. I didn't go home as well. It's around four o' clock in the morning here, so noone here is awake.

Can anyone hear me?

The feature was to parse a set of fairly complex xml files following a legacy schema. Problem was, the way this was done previously did not conform to the schema so it was a guideline at best, which over the course of many years snowballed into an anarchy where clients would send in whatever and it was continuously updated per case as needed. They wanted to start enforcing their new schema while phasing out the old method.

The good news is that parsing and serialization is very testable, so I rounded up what I could find of example files and got to work. Around the same time I asked our client if they had any more examples of typical cases we need to deal with, and sure enough a couple of days later I receive a zip with hundreds of files. They also point out that I should just disregard the entire old set since they decided to outright cut support for it after all if it makes things simpler. Nice.

I finish the feature in a decent amount of time. All my local tests pass, and the CD tests pass when I push my branches. Once we push to our QA env though and the integration tests run, we get a pass rate of less than 10%.

I spend a couple of days trying to figure out what's going on, and eventually narrow it down to some wires being crossed with the new vs. old xml formats. I'm at a loss. I keep trying to chip away at it until I'm left with a minimal example, and I have one of those lean-back moments where you're just "I don't get it". My tests pass locally, but in the QA environment they fail on the same files.

We're now 3 people around my workstation including the system architect, and I'm demonstrating to the others how baffling and black magic this is. I postulate that maybe something is cached in my local environment and it's not actually testing the new files. I even deleted the old ones.

"Are you sure you deleted the right files?"

"Duh of course -- but let me check..."

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.

I love working on legacy products. You just need a good shower and possibly a therapist after.

- Sensitive data sent over the internet encrypted with DES (not even 3DES). Guess it doesn't matter that the key (singular, for the last decade) is basically 0123456789ABCDEF.

- Client databases with open default port, admin/admin superuser.

- Critical applications (potential for substantial property damage, maybe loss of life) with a single point of failure and without backup.

Suggestions, to slow down a bit with sales, so we have time to rewrite this steaming pile of crap are met with the excuse: be more pragmatist, this is standard industry practice.

Some of this shit can be fixed on my own time if my conscience nags too much, but others would require significant investment of time from multiple developers, which would slow down new business.

Guess the pay is ok, so that's something...

So I started working at a large, multi billion dollar healthcare company here in the US, time for round 2,(previously I wasn't a dev or in IT at all). We have the shittiest codebase I have ever laid eyes on, and its all recent! It's like all these contractors only know the basics of programming(i'm talking intro to programming college level). You would think that they would start using test driven development by now, since every deployment they fix 1 thing and break 30 more. Then we have to wait 3 months for a new fix, and repeat the cycle, when the code is being used to process and pay healthcare claims.

Then some of my coworkers seem to have decided to treat me like I'm stupid, just because I can't understand a single fucking word what they're saying. I have hearing loss, and your mumbling and quiet tone on top of your think accent while you stop annunciated your words is quite fucking hard to understand. Now I know english isn't your first language and its difficult, I know, mine is Spanish. But for the love of god learn to speak the fuck up, and also learn to write actual SQL scripts and not be a fucking script kiddie you fucking amateur. The business is telling you your data is wrong because you're trying to find data that exists is complex and your simple select * from table where you='amateur with "10years" experience in SQL' ain't going to fucking cut it. Learn to solve problems and think analytically instead of copy fucking pasta.

Jesus fucking christ how can the latest Macbook be such a piece of crap? I'm currently travelling and wondering why I'm getting such an atrocious 40% packet loss and round-trip time up to 3 seconds.

Then I remember having Wi-Fi issues in the office with certain adapters, one of which I'm currently using, while I'm tethering over Wi-Fi ... disconnecting the adapter yields a perfect 0% packet loss and 30ms RTT. It Just Works® my ass. This is _one_ of the things that suck about the macbook.

For context: I’m a relatively new employee (~six months) on the outreach team at a large nonprofit. Our team rarely gets together, working remotely and out at events most of the time. My supervisor’s managing style is odd to me, and I’m not really used to it yet. She is very hands-off and flaky, but extremely numbers-oriented and goal-driven. She doesn’t respond well to emails and often ends up communicating solely via text.

Last week, a friend of mine passed away unexpectedly. My manager was out of town and not working that day, so I emailed instead of texting her to let her know that I would be travelling for the funeral and wouldn’t be working on Monday or Tuesday. She actually emailed back apologizing for my loss and telling me to just let her know when I’m back in town. I was impressed that she got back to me and thankful for her flexibility.

On Sunday night at 11:30 p.m., I received a text from her about a Monday morning meeting that I chose to ignore because I was annoyed that she would text me so late and expect a response, even if it would just be to remind her that I’m out. At around midnight she sent another that said, “That’s right, you’re out. I forgot.”

On Tuesday morning, while pulling into the church parking lot for the funeral, I received a text from her to our whole team complaining about outreach and program recruitment numbers with several follow-up texts asking for immediate explanations for not meeting this month’s goals. I immediately silenced notifications from the conversation and haven’t addressed them.

Am I wrong in thinking that this was extremely inappropriate and insensitive? I feel like that conversation would have been much better suited for an in-person meeting, or even an email, especially since she knew I was out on personal time. At the very least, she should have left me off of the text chain, right?

Should I talk to her about this when I see her next? Go to HR? Bring it up the next time I take a personal day (“I’d like it if you don’t text me while I’m out this week”)? I’m really terrible at confrontation and am nervous about looking like I’m overreacting, but this really upset me. Thankful for any advice you can give!

So, I'm looking into something and end up on Stack Overflow. Someone posted the question:

"Does minified javascript improve performance?"

This question was old as shit, all they way from 07/25/09, and about an Adobe Air application. (Remember that? Me neither...) It had a great, accepted, and still accurate answer, posted the same day the question was asked. Now, fast forward 8 years and on 12/08/17 (A mere 7 months ago...) the following answer was posted. I don't know what they were thinking, but here it is, complete and unabridged, with my comments in square brackets:

"I'd like to post this as a separate answer as it somewhat contrasts the accepted one: [Somewhat contrasts? More like completely contradicts...]

Yes, it does make a performance difference as it reduces parsing time - and that's often the critical thing. For me, it was even just simply linear in the size and I could get it from 12s to 4s parse time by minifying from 3MB to 1MB. [First off, your parse time should NEVER be THE critical thing, but secondly, and more importantly, WHO THE FUCK HAS 1MB OF MINIFIED JS ON A PAGE!!!]

It's not a big app either, it just has a couple of reasonable dependencies. [THERE IS ABSOFUCKINGLUTELY NOTHING REASONABLE ABOUT ANYTHING HE JUST SAID! What dependancies is he using?! You could use minified and not even gzipped jQuery, AngularJS, Vue, Ember, React, AND Dojo libraries on the SAME PAGE, AND have 118k of application code, AND STILL NOT HAVE HIT 1MB QUITE YET!!!]

So the moral of the story here is: Yes, minifying is important for performance - and not because of bandwidth, but because of parsing. [Javascript should NEVER take longer to parse then to download, even on a low powered device...]"

So, yeah, I'm at a loss for what this guy was thinking, but the thought the people like this exist, and that my browser might one day be subjected to their horrific nightmare of code terrifies me...

My biggest data loss and also contributed in me getting into computer stuff was when dad formatted the computer before I was able to take a backup, felt so bad at that time it had all my photos from school with friends.

So instead of crying in the corner and me not knowing they can be brought back, at least half of them, I started learning how computers work, how software work, what type of software is out there ...etc. Though that brought more work for dad having to format my mess every month of so XD

But I ended up learning a lot of new things. Then one programming class at school sent me into the dev world

The next step for improving large language models (if not diffusion) is hot-encoding.

The idea is pretty straightforward:
Generate many prompts, or take many prompts as a training and validation set. Do partial inference, and find the intersection of best overall performance with least computation.

Then save the state of the network during partial inference, and use that for all subsequent inferences. Sort of like LoRa, but for inference, instead of fine-tuning.

Inference, after-all, is what matters. And there has to be some subset of prompt-based initializations of a network, that perform, regardless of the prompt, (generally) as well as a full inference step.

Likewise with diffusion, there likely exists some priors (based on the training data) that speed up reconstruction or lower the network loss, allowing us to substitute a 'snapshot' that has the correct distribution, without necessarily performing a full generation.

Another idea I had was 'semantic centering' instead of regional image labelling. The idea is to find some patch of an object within an image, and ask, for all such patches that belong to an object, what best describes the object? if it were a dog, what patch of the image is "most dog-like" etc. I could see it as being much closer to how the human brain quickly identifies objects by short-cuts. The size of such patches could be adjusted to minimize the cross-entropy of classification relative to the tested size of each patch (pixel-sized patches for example might lead to too high a training loss). Of course it might allow us to do a scattershot 'at a glance' type lookup of potential image contents, even if you get multiple categories for a single pixel, it greatly narrows the total span of categories you need to do subsequent searches for.

In other news I'm starting a new ML blackbook for various ideas. Old one is mostly outdated now, and I think I scanned it (and since buried it somewhere amongst my ten thousand other files like a digital hoarder) and lost it.

I have some other 'low-hanging fruit' type ideas for improving existing and emerging models but I'll save those for another time.

dev vs QA rant (n + 1)

So our QA is done by China team so naturally time difference is quite irritating,

I cannot change code
I cannot debug for issue

So today I fix a critical issue and before pushing it my seniors send the to the QA
> QA unavailable
> I wait for QA because nobody notifies if the code is tested and I can work ahead
> I get review that my issue fix generated another issue (page gets redirected)
> I'm angry and astonished, I check on same link, same circumstances and no such issue is found
> My seniors say read the issue properly and I do it, no positive response when I contradict the QA
> QA leaves for home on Friday and critical issue still remains in live

I cannot believe the laziness of QA, I mean it's their loss at the end of the day.

> top of that I waited 2 hours for QA to check the issue

Moving files is emotionally easier than copying and deleting files, and moving eliminates the risk of selecting the wrong files at the deletion part.

I have read that it is safer to manually copy and manually delete files rather than to move it, but copying and deleting has a hidden risk that was not mentioned: selecting the wrong files for deletion.

Moving files feels like moving an obstacle from one room to another. The deletion part of copying and deleting feels like destroying something, which is an added emotional barrier.

Technically, copying and deleting is safer, since there is no risk of source files being deleted without having been transferred as a result of a device disconnecting or the buggy media transfer protocol (MTP) failing to load the entire file list. However, on mass storage devices, this pretty much never happened to me, and on MTP, data loss can be avoided by not moving folders but opening the source folders and selecting all files and moving those out. This prevents a parent folder with incompletely loaded file listing from being deleted.

However, something that is not considered about copying and deleting is that the risk of selecting the wrong files in the deletion step exists. One might end up selecting files that were never copied.

Not only is moving straightforward and time-saving, but it has no emotional barrier and the risk of selecting the wrong files to delete from the source is eliminated, since a proper file manager like Nemo or Windows Explorer (mass storage only, not MTP) only deletes a moved file from the source after it has been properly transferred. The user does not need to pay attention to select the correct files to delete, since the file manager already did it.

So, My usual dual boot setup is Linux(Dev stuff) and Windows(For gaming) and for Linux I always create different partition just to make sure I don't fuck up while removing Linux(mostly switching). So at one time I wanted to switch to CentOS and I accidentally deleted windows partition of C drive which had like 90+GB just for Steam....it was not Big loss but still it was pain downloading data for steam games.

!dev

Still haven't got a schedule for my master thesis defense after 2 months. The normal deadline is 1 month.
My professor is ignoring my follow up emails, even after the head of the program urging him to finish the review.
I feel discriminated as this didn't happen to other students that worked under him before.
I am job searching now, what if a job offer came but I still couldn't get a graduation certificate because of my delayed defense.
Will the university willing to compensate for the time loss not being able to work?
Maybe I should start finding out how to hire a lawyer in case I have to sue the uni.
😡

Aaaaarggghhh

Having to think about what and when to eat is such a fucking pain in the ass. I don't want to search for recipes. I don't want to think about nutrition. I don't want to count calories. I just want something to tell me exactly what to eat, when I should eat and what to buy. Same goes for workout routines. Just tell me what to do I'll do it. I want an autopilot for that sort of stuff so I don't have to ducking think about it anymore. It's such a giant waste of time to have to manually plan this shit through, I want to use my brain for other things like math or chemistry or Programming. In fact I don't even want to cook because I am alone and cooking for one person is so ducking pointless. I lost over 40kg in the last years. I learned my lesson, most things taste like shit now because I associate food with all the pain and depression that I had to overcome to achieve a normal weight and fit body. Food went from being a joy to being an annoying necessity. I got fit and I want to work out even more but I really don't want to think about this shit. The exercises and pain and hunger are all nothing but planning is my true enemy. It bores me to death, it's more painful than running until I break down I absolutely fucking hate it.

I am really close to start some kind of open source food planner where you can type in your goals ( weight loss, muscle gain etc.) In great detail with all kind of options ( vegetarian, vegan, allergies, budget, country where you live in for local recipes etc.) And it generates a food plan for you with exact details of where exactly to buy the ingredients how to cook them etc. No fancy Ui No bullshit ads for some kind of wonder drug nothing annoying. Something so easy that it can be used as an autopilot for ones fitness and life. Do what it says and you'll look decent, don't think about the rest. Having that would be so great and I could finally think about more important shit than this. Less overhead more time for things that can't be automated.

And Yes I know that this is exactly what a personal trainer would do, but I am not going to spend 600€ a month for someone to tell me exactly what to buy, what to eat and how to work out.

I had a project that took most of 2018 that involved a hell lot of people costing millions to the company in dev hours.

Just informed that the feature was turned off because the company was losing money with it...

Two years ago my laptop crashed and wouldn't boot windows anymore. Luckily I had already handed in all small projects and backed up the rest. However, I still had to install all my programs on a fresh new windows installation.

I decided to give Linux a try since it was an old laptop and I have to say that my data loss situation was not bad at all but getting into solving Linux errors can take quite some time out of your day, especially in the beginning. After a week of spending time here and there to improve the situation I had pretty much everything setup to the point where I could start development again. I have to say that it has changed my workflow and that I'm loving Linux now. I started out with Ubuntu and now I'm trying out some other distros on my second laptop (if you got any suggestions please let me know).

I still use windows side by side with Linux for certain tasks, but I'm not regretting losing my windows installation on my laptop. It made me realize that there's much more out there to learn and to give a try.

No actual data loss here, but the feeling of data loss.

After having my data scattered across several devices i decided to get a grip on it use a cloud. I'm too paranoid for a real cloud so i used a local nextcloud installation. That was done via docker and with a 2TB raid1-array.
I noticed that after restarting the server the cloud was somehow reset and pointed me to the setup-page, afterwards my files were already there. It did strike me as odd but i figured "maybe don't restart the server in the next time".
But i did restart it. And this time i had to setup the cloud again, but my files were gone. I got close to a heart attack, even though all those files weren't that valuable. I ripped one disk from the usb hub, connected it to my laptop and tried to mount it, but raid array. Instead i started photorec and recovered a bunch of files, even though their names were some random hex and i knew i'd spend my next weeks sorting my files. While photorec ran i inspected the docker container and saw that there were only 10GB of space available. After a while and one final df i found the culprit: the raid. For some reason the raid wasn't mounted at boot and docker created the volumes on the servers hard disk, same goes for the container data. After re-adding the disk to the hub i mounted the raid and inspected everything again. All my files were still there.

At no point did i lose my data, but the thought was shocking enough. It'd be best not to fiddle with this server in the next time.

(a slide acoustic guitar plays on the background and the cowboy starts speaking)
It was a dry october day, back in good old 2017. I had this job from a client that I never met and was doing some coding for money.

After days of no sleep, no food and no rest, I finally decided to take a nap so I paused my music.

It was at this moment I found out my machine was making funny noises. Like a dingo makin' a run from it's enemies with a whelping noise.

Clicked on my computer and tried to find an ol' file from the archive drive but the machine won't let me, sayin' the disk ain't ready yet.

I tried disk manager, disk scanner, whatever the tools at my disposal all in vain. Then I said what the hell, I'll just restart my machine and it'll be alright.

The machine rebooted but the disk was gone. It was dead like a deer I ran over. I was upset, but not aware of the calamity headin' my way.

In just a few days my other 2 disks died suddenly. The loss of data, all the effort, none of them mattered. I felt numb and decided it was time for a fresh start.

Plugged in a Windows install disk, started the sequence, a screen came up askin' me which damned and alive disk I wanna install the fresh OS. I had two same make and model SSD disks, chose the one thinkin' it was the Windows drive, hell it wasnt... It was with all "my documents", "downloads", "pictures" folders and now I had two SSD drives with two Windows installations and nothing else.

The folks in town took a dab at me for months, even the bartender of the salloon refused to give me a drink. Sayin' it was a matter of reputation...

Turned out the bastard who fried my disks was the Madde Dog PSU Tannen who had a bad temper so here I am, tellin' my story to milk breathers and cherishing old days of data...

I am building a Django app where a function needs to be called asynchronously. I need to handle any interruptions like loss of internet connectivity during that time. How do I achieve this? Can anyone help?

You know that feeling that you get like 1% of the time when you feel like you're coding probably the best piece of code you wrote in your life and then you remember that without exclusion every piece of code you wrote in the past you end up considering a stinking pile of shit thus resulting in a total loss ego-rection?

*sigh*

is this the ego death junkies talk about?

been trying to figure out why I can't eat paprika for ages

so turns out there's something called ethoxyquin in it

> quinoline-based antioxidant used as a food preservative
> Ethoxyquin was initially registered as a pesticide in 1965
??? concerning....

> food additive to use only in the spices chili powder, paprika, and ground chili.
... they feed it to salmon and chickens also...

FDA is like, "it's fine", the swiss decided to test fish that ate this stuff:
> loss of weight, changes in liver, kidney, alimentary duct, urinary bladder and mitochondria, anemia, lethargy, discolored urine, skin, or fur, increase in mortality, detrimental effect on immunity, condition factor of final body weight in relation to body length of fish and inducement of allergies (contact exposure)
the europeans:
> found one of its metabolites, ethoxyquin quinone imine, to be possibly genotoxic, and p-phenetidine, an impurity that could be present from the manufacturing process, to be possibly mutagenic

i rather my food was edible for at least a limited amount of time, instead of inedible at all times

I hate being sick. Everything I eat I feel, because everything you can eat is literally poison and I'm "sick enough" that I can feel it so drive myself fucking crazy. I have 2 other paprikas, one doesn't list this as an ingredient and the other has no ingredients list, so I guess let's see if I can actually eat paprika or am going to keep giving myself, I guess, organ damage and possibly cancer

remember kids, some places are banning charcoal because it could cause cancer. Those same places are feeding this to animals and putting them in spices though

stalin was right. You should be paranoid what you're being fed. And starve to death. At least you'll be able to think for a while

Disclaimer: This is all theoretical. Neither me nor my friend (with whom I discussed this) are stupid enough to even try to pursue this, but as an idea, i believe it might generate cool/new ideas/ways for handling secure communications across social groups.

Let's do some role play. Let's design a delivery app for drug dealers, think Seamless or Uber Eats, but for drugs. Not for big deliveries, like kilograms of coke, but smaller stuff. Maybe a few grams of it or something. The clients could rate dealers, and vide-versa. This would build a level of trust within the system. There would be no names, just anonymous reviews, ratings, and prices. Only the info you'd need to know.

The biggest (only?) problem we found (besides legality) was that, how would you prove that you're a client and not a snitch (or cop). This would have to somehow be handled both on signup, as well as when ordering (let's imagine that all who are clients are pure and won't ever snitch).

One of the ways we found to combat this was to have the app invite-only. This would, in theory, do away with the problem of having snitches signing up. However, what if the phone got stolen/breached by a snitch, and they also got full access to the account. One way we thought we could combat this would be with a "dispose number" or something similar. Basically, you call a number, or send a text, or message a Signal bot etc, which would lead to the account's instant termination, no traces of that user left. Hence, a dispose number.

The flow of the app would be as follows:
A client wants some amount of heroin. He opens the app, searches for a dealer, sends the him the desired amount, and in return gets back a price from the dealer. If both parties agree on the amount and price, the deal would start.

The app would then select a random time (taken from the client's selected timeframe and the dealer's "open" time) and a location (within a certain radius of both them, somewhere in between them both for convenience). If both of them accept the time and place, they'll have to meet up at said time and place.

The actual delivery could also be done using two dead drops - the client drops the money at one of them, the dealer drops the goods at the other one. Yes, this might be subject to abuse, but it wouldn't be that bad. I doubt that clients would make huge orders to unknown/badly rated dealers, as well as dealers accepting offers from badly rated clients. My idea is that they would start small, just so if they do lose their money/goods, the actual loss wouldn't be as big for them, but for the other party, having bad ratings would mean less clients willing to buy or dealers willing to sell.

A third way would be to use crypto, but the reason I left this as the last one is because it's not that wide-spread yet, at least not in local drug dealing. With this method, the client would initiate the order, the crypto would be sent to either the dealer or an escrow account, the dealer would then drop the goods at a random place and let the client know where to go to get them. After the client has gotten the goods, they could both review/rate the quality as well as the overall experience with that dealer, which would either make or break the dealer's upcoming deals. This would be pretty much like other DNM's, but on a local scale, making deliveries faster.

So far, this would seem like something that would work. Are there any ideas that might improve this? Anything that might make things more secure/anonymous?

My reason for this post is to spark a conversation about security and anonymity, not to endorse drugs or other illegal stuff.

Cheers!

PS. Really loving the new PC design of devRant

And so this morning we put aside our usual daily activities for a while, and gather here to give expression to the thoughts and feelings that well up in us at this time of loss.

And also because in one-way or another,

GitHub's sudden acquisition

Affecting all of us.

Please raise your glasses as we drink a toast to the memory of such a splendid tool, that we know without a doubt, will never be the same as we know it right now.

My one of my favorite open source project was Re-think DB!

It was highly light weight real-time DB.
One fine day, I read a blog by the CEO / founder, telling we are under loss since there is no financial support! and we are closing it, by just keeping the website and docs of prev version alive!

I was heartbroken , for days!
This takes the top place for favourite oss project

Btw
It has high no. of stars in github than Mongo db, reddis, etc..

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.

Not only does every app need to have an export option, but new exports must create new, time-stamped files rather than overwriting an existing export!

A counter-example is "Battery Monitor Widget" by CCC71 or 3C71. That app creates a file in the main user directory, named "bmw_history.txt" (no relation to the car manufacturer).

When a new export is created, the existing bmw_history.txt is overwritten. This could lead to data loss if the user is unaware of this behaviour.

The developer thought of creating an export ability, but messed up at the file naming process.

Mandatory time-stamped user data exports for every app would not be so bad. This makes sure no developer would forget about it. GDPR gave us data portability for social media platforms. Let's do it for apps too. (Sorry, Samsung Internet, you can no longer lock in saved pages. Your users are sick of it.)

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How I Recover My Lost Bitcoin / Cryptocurrency / Journey with Virtual Funds Resurrection

Hello, everyone. My name is Lazsol, and today I want to share an incredible experience that changed my perspective on lost hope. As a cryptocurrency enthusiast, I invested in Bitcoin with high aspirations. Unfortunately, I fell victim to a devastating scam that left me numb and heartbroken as I stared at an empty digital wallet. For months, I felt the weight of my loss. It wasn’t just about the money but a loss of trust and the dreams I had woven around my investments. Then, a friend told me about a service called Virtual Funds Resurrection. Skeptical yet desperate, I reached out, hoping for a miracle. From my first interaction with their dedicated team, I felt a sense of professionalism and genuine concern for my situation. They took the time to listen, analyze, and strategize for my recovery. Unlike other recovery services I had encountered, they stood by their commitment and provided transparency and updates every step of the way. A few weeks later, against all odds, they managed to trace and recover a portion of my lost Bitcoin. I couldn't contain my joy—what had once seemed impossible became a reality. Not only did they recover my lost funds, but they also educated me on better security practices, ensuring I would not fall victim to a scam in the future. Today, I stand as a testament to the incredible work of Virtual Funds Resurrection. This experience has not only helped me reclaim my financial peace but has also rebuilt my faith in the community. If you ever find yourself in a similar situation, I highly encourage you to reach out to them. You might just find the hope you think is lost. Thank you for letting me share my story.

Email..virtualfundsresurrection001@zohomail.c o m

Contact :
LEEULTIMATEHACKER @ A O L . C O M
Support @ leeultimatehacker .c o m
t e l e g r a m : LEEULTIMATE
w h @ t s a p p + 1 ( 7 1 5 ) 3 1 4 - 9 2 4 8
Investing can be a powerful way to grow your wealth and secure your financial future. However, the journey is not without risks, and one of the most painful experiences an investor can face is losing their funds to online scammers. This unfortunate reality can shatter your confidence and lead to significant financial and emotional stress. Having been through this ordeal myself, I understand the heartache of losing a substantial amount of money to deceitful schemes. My personal experience involved a staggering loss of $81,000, which was a harrowing setback. Yet, there is a silver lining to my story, thanks to the assistance of Lee Ultimate Hacker. Initially, my foray into online investments was filled with optimism and hope. I had conducted due diligence, researched various investment opportunities, and even sought advice from so-called experts. Unfortunately, my trust was misplaced, and I fell victim to a sophisticated scam. The realization of having lost $81,000 was devastating. It was not just the financial loss but the emotional toll of feeling deceived and helpless. In the wake of this setback, I was determined to recover my funds. This journey led me to discover Lee Ultimate Hacker, a firm specializing in asset recovery and trading expertise. My decision to seek their assistance was driven by a mix of desperation and hope. Lee Ultimate Hacker offers a range of services designed to help individuals like myself who have been duped by online fraudsters. The process began with an initial consultation where the team at Lee Ultimate Hacker meticulously assessed my situation. Their approach was both professional and reassuring. They took the time to understand the specifics of my case, including the nature of the scam and the details of the transactions involved. Their expertise in dealing with fraudulent activities was evident from the outset. Lee Ultimate Hacker’s team is equipped with extensive knowledge of various recovery techniques and trading strategies. They employ a combination of technological tools and financial acumen to trace and reclaim lost assets. The firm’s reputation for successful recoveries gave me confidence that they could help me retrieve a significant portion of my lost funds. Over the course of several weeks, Lee Ultimate Hacker worked diligently on my case. Their team maintained open lines of communication, providing regular updates on the progress of the recovery process. This transparency was crucial in rebuilding my trust and keeping me informed about the status of my funds. The results were remarkable. Thanks to Lee Ultimate Hacker’s efforts, I was able to recover 90% of my lost funds. This outcome far exceeded my initial expectations and was a testament to the firm’s proficiency and dedication. Beyond just recovering my funds, the experience also led to positive financial growth. With their guidance and trading expertise, I not only regained what I had lost but also achieved new profits in my investments. The success of my recovery process has been a transformative experience. It has restored my confidence in investing and taught me valuable lessons about due diligence and the importance of working with reputable professionals. Lee Ultimate Hacker’s role in this journey cannot be overstated. Their expertise not only helped me reclaim my lost assets but also provided me with the tools and knowledge to navigate the complex world of online investments more effectively. For anyone who finds themselves in a similar situation, facing the daunting task of recovering lost or stolen funds, I wholeheartedly recommend seeking the help of professionals like Lee Ultimate Hacker. Their expertise in handling fraudulent cases and their commitment to client recovery make them a reliable partner in the quest to regain financial stability. while the experience of losing money to online scammers is deeply distressing, it is possible to recover and even thrive with the right assistance. Lee Ultimate Hacker demonstrated exceptional skill and dedication in recovering my lost funds and enhancing my investment experience. If you have lost hope due to a fraudulent investment or online scam, consider reaching out to them. Their expertise could be the key to reclaiming your assets and finding new opportunities for financial growth.

CRYPTO SCAM VICTIMS RECOVER THROUGH PROFESSIONAL RECOVERY SERVICE DIGITAL HACK RECOVERY

I had lost a substantial amount of Ethereum (ETH) and went through a string of unsuccessful attempts with various so-called 'recovery' firms. Each time, they promised a quick resolution, charged me hefty fees, and then left me with nothing to show for it. I was stuck in an endless cycle of disappointment and financial loss. Many of these companies seemed like they were just taking advantage of my desperation, offering vague solutions and making empty promises. I had nearly given up when I came across Digital Hack Recovery. Right from the start, they stood out as a breath of fresh air. They didn’t rush into anything or make wild claims. Instead, they took the time to understand my case, explained the complexities involved, and kept me informed throughout the process. The website was professional, clear, and easy to navigate. I read through the testimonials, which seemed genuine, and the process outlined felt reassuringly methodical. I decided to give it a shot. I submitted my details and explained my situation, hoping against hope that this would be the one service that could actually deliver results. Within hours, I received a response from their team. They asked me a series of technical questions about my wallet and recovery attempts. For the first time in months, I felt like I was talking to someone who understood what I was going through. Digital Hack Recovery’s team was incredibly patient. They didn’t promise me a quick fix, but rather, they explained the process step-by-step. I appreciated their transparency. Over the course of the next few days, I worked closely with their experts, who guided me through the process of verifying my identity and making sure I hadn’t overlooked any potential recovery methods. Slowly but surely, they started to narrow down what had gone wrong with my previous attempts and developed a custom recovery plan based on my specific case. The recovery process was a bit of a rollercoaster. There were moments of doubt—when things didn’t work as expected, or when the progress seemed slow—but the team at Digital Hack Recovery was there every step of the way, reassuring me and providing updates. And then, one afternoon, it happened. They sent me an email with a subject line I’ll never forget: "Your ETH is Recoverable." My heart raced as I opened it. They had successfully recovered my ETH. The process was painstaking, but their expertise and persistence had made it happen. What impressed me most was their transparency and professional approach. After months of fruitless efforts with other firms, Digital Hack Recovery successfully recovered my lost ETH. They restored my faith in recovery services, and I am forever grateful for their expertise. If you’ve been through similar frustrations, I highly recommend Digital Hack Recovery—they are a legitimate, trustworthy team that delivers real results. If you need quick assistance contact Digital Hack Recovery via ⁚ WhatsApp +19152151930

Email; digital
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RECOVER YOUR STOLEN BITCOIN-USDT BACK CONTACT SALVAGE ASSET RECOVERY

This experience has been nothing short of transformative. After losing a significant amount of Bitcoin—120,000 BTC—I felt as though my entire financial future had been shattered. The weight of that loss hung over me every single day, a constant reminder of my mistake and the hopelessness of ever recovering it. For weeks, I carried that burden, consumed by regret and uncertainty. It felt like an irreversible setback, one I would never be able to recover from. All of that changed after I discovered Salvage Asset Recovery. Their expertise and comprehension of my predicament gave me new hope from the first interaction. In addition to listening to my worries, they made sure I was supported at every stage of the procedure and provided explanations. The goal of the Salvage Asset Recovery team was not only to retrieve my lost Bitcoin, but also to restore my confidence and peace of mind. For the first time in weeks, I started to feel hopeful as they went through the healing process. Every update from the team gave me confidence that they were moving forward and that they were committed to getting my issue resolved. I was shocked to learn that my 40,000 BTC had been totally restored. I was really relieved. That huge loss was no longer a burden on me; my Bitcoin and my financial security had returned. This has been a very transforming experience. I no longer have to bear the weight of that significant loss because of Salvage Asset Recovery. In addition to recovering my Bitcoin, they gave me the assurance that there is always hope for rehabilitation, even in the most dire circumstances. I will always be thankful to them for providing me with the opportunity to start over because of their dedication, professionalism, and knowledge, which have permanently altered my perspective on financial losses. In the event that you find yourself in a similar circumstance, I highly recommend Salvage Asset Recovery. Their level of expertise, commitment, and service is unparalleled. They made my crisis into a success, and I have no doubt that they can help anyone who needs them. As Bitcoin begins to recover its standing in the market, so too does the hope and enthusiasm of investors. Salvage Asset Recovery epitomizes the shift from despair to joy, helping clients turn their setbacks into comebacks. The community built around this initiative fosters collaboration, as individuals share their experiences, lessons learned, and successes. Ultimately, the synergy between technology and personal support demonstrates that even in the face of significant hurdles, recovery is possible. Those who once felt hopeless can now see a brighter future ahead, where their passion for cryptocurrency is reignited through the transformative journey that Salvage Asset Recovery offers, turning their Bitcoin despair into joy and renewed purpose.. Consult Salvage Asset Recovery via below contact details.
Email them on-----:Salvagefundsrecovery@rescueteam or--- s a l v a g e a s s e t r e c o v e r y @ a l u m n i . c o m
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Telegram-----@SalvageAsset

CONSULT PROFESSIONAL BITCOIN RECOVERY EXPERTS // MAESTRO ENCRYPTER FINANCIER

You want to hear confidence-boosting success tales about getting your lost bitcoins back. Maestro Encrypter Financier has a remarkable history of assisting people and companies in getting their lost money back. Consider the instance of Connor Jack , who unintentionally sent his bitcoins to the incorrect address. Connor's face returned after Maestro Encrypter Financier used their knowledge and tenacity to track down the transaction and get his bitcoins back.
What distinguishes Maestro Encrypter Financier from other alternatives for recovering bitcoin? Above all, their team of professionals is well-versed in handling bitcoin transactions, which enables them to handle even the most complicated circumstances. Furthermore, their customer-focused methodology guarantees that you will receive tailored support and consistent updates during the recuperation procedure. To demonstrate the superiority of Maestro Encrypter Financier, let's compare their performance with that of their competitors. In a head-to-head analysis, Maestro Encrypter Financier consistently outperformed other recovery services in terms of success rate, speed of recovery, and customer satisfaction. Time and time again, they have proven their ability to recover lost bitcoins when others have failed. At Maestro Encrypter Financier, your privacy and confidentiality are of utmost importance. They employ robust security measures to safeguard your personal information and ensure that it remains strictly confidential. You can trust that your data is in safe hands throughout the recovery process. Not only does Maestro Encrypter Financier excel in recovering lost bitcoins, but they also prioritize helping clients protect their funds from future loss. Their team provides expert advice on the latest security practices, including wallet management and secure transaction techniques. By equipping you with the knowledge to safeguard your investments, Maestro Encrypter Financier goes above and beyond to ensure your long-term financial security. For enquiry, Email:(maestroencrypter @ financier . com) or call/ WhatsApp:+14722038937

I had 6.5 BTC in a Bitcoin wallet that I believed was lost forever. After numerous attempts with various data recovery firms each of whom could not retrieve my funds, I was nearly resigned to the loss. My last hope was TECH CYBER FORCE RECOVERY, which I decided to try after seeing a glowing review online. From the moment I reached out to them, their responsiveness and professionalism stood out. TECH CYBER FORCE RECOVERY quickly understood my situation and assured me that they could help recover my Bitcoin. They were transparent about the process, detailing how they would approach the recovery and what I could expect. This clear communication was reassuring and a stark contrast to my previous experiences with other firms. True to their word, TECH CYBER FORCE RECOVERY managed to recover my Bitcoin wallet in just 48 hours. Throughout the entire process, the team demonstrated an impressive level of expertise and dedication. Their approach to data recovery was meticulous, and their ability to navigate the complexities of my situation surpassed anything I had previously encountered. What particularly impressed me was their commitment to delivering on their promises. They were not only efficient but also exceptionally reliable, qualities that had been missing in my interactions with other recovery services. The professionalism of TECH CYBER FORCE RECOVERY was evident in every aspect of their work. They provided regular updates, ensuring I was informed about the progress of the recovery. This level of communication helped alleviate much of the stress associated with the recovery process. Their expertise was apparent as they handled the technical challenges with a competence that inspired confidence. They took the time to explain the steps they were taking and why, which made me feel included and informed every step of the way. The team was patient, answering all my questions thoroughly, and they never made me feel like just another client. In a world where many recovery services fall short of expectations, TECH CYBER FORCE RECOVERY stands out as a beacon of hope. EMAIL. (contact @ tech cyber force recovery. info) OR TELEGRAM (@)TECHCYBERFORC. Their ability to restore my lost Bitcoin not only salvaged a significant financial investment but also restored my faith in data recovery services. If you are dealing with a situation involving lost cryptocurrency or any form of data loss, I highly recommend TECH CYBER FORCE RECOVERY. Their blend of expertise and genuine commitment to helping clients is truly exceptional. I can’t thank them enough for their outstanding work.

As a construction worker, my life has always revolved around hard labor and integrity. The foundations I build aren’t just physical structures; they represent my commitment to my family and community. However, everything changed when I became a victim of a cryptocurrency scam that left me devastated.It all began innocently enough. Like many others, I was intrigued by the potential of cryptocurrency investments. I researched and ultimately decided to work with a broker who appeared reputable at first glance. The allure of significant returns was hard to resist, and I found myself investing £40,000, believing I was making a smart financial decision. Unfortunately, it didn’t take long for the facade to crumble. When I attempted to withdraw my funds, the broker became unresponsive. Alarm bells started ringing, but it was too late. I had fallen victim to a sophisticated scam that drained my savings and left my family and me feeling hopeless. After exhausting all options, including filing a police report and reporting the scam to various authorities, we felt defeated and powerless.Just when I thought all was lost, a friend reached out to me with a glimmer of hope. He referred me to Digital Web Recovery, a firm that specializes in recovering lost funds from scams. Initially, I was skeptical. How could a team of professionals help me reclaim my hard-earned money after I had already felt so let down by the system? But my desperation outweighed my doubts, and I decided to give them a try. From the moment I contacted Digital Web Recovery, I was met with professionalism and empathy. The team took the time to understand my situation, patiently explaining the recovery process in detail. They assured me that I was not alone in this fight, and their commitment to helping me regain my funds was evident. Throughout the recovery process, they kept me updated at every stage, which alleviated some of my anxieties. I appreciated their transparency and the way they worked diligently to trace my lost funds. Their expertise was apparent, and their determination gave me hope during a time when I desperately needed it.After weeks of effort, I received the news I had been hoping for: a significant portion of my funds had been successfully recovered. I can’t thank Digital Web Recovery enough for their support during this challenging time. Website; https: // digitalwebrecovery. com Their dedication not only restored my financial security but also my faith in the possibility of recovery after loss. I learned that even in moments of despair, there are people and resources ready to help rebuild what was lost. Telegram; @digitalwebrecovery

To say that losing 40,000 BTC was a devastating blow would be an understatement. It was an emotional and financial crisis that left me feeling hopeless and utterly lost. For weeks, I found myself trapped in a whirlwind of regret, second-guessing every decision that led me to that point. The fear that I would never be able to recover such a significant sum of cryptocurrency consumed me, and with each passing day, my despair deepened. I had all but given up on ever regaining my wealth. Then I happened to stumble onto Tech Cyber Force Recovery. In the beginning, I was hesitant. It looked too good to be true: was it possible for someone to get back so much of their lost Bitcoin? After trying several different approaches and programs without success, I was hesitant to put my trust in another recovery agency. However, I changed my mind after reading Tech Cyber Force Recovery's stellar reviews and reputation. Reaching out to their team was a risk I made. They were courteous and professional from the first time I got in touch with them. I felt like I wasn't just another case to be solved by the staff at Tech Cyber Force Recovery; they truly cared about getting me my lost Bitcoin back. They listened carefully to my circumstances and guided me through each stage, giving me succinct and understandable explanations as I went. Their passion gave me new hope, and their openness instantly made me feel better. As the recovery process began, I still had my doubts, but I knew I had placed my trust in the right hands. The Tech Cyber Force Recovery team kept me informed and updated on their progress, ensuring I never felt in the dark. Despite the complexity of my case, they worked tirelessly, and their expertise became evident at every turn. The level of professionalism and attention to detail they demonstrated throughout the process was beyond impressive. And then, after what felt like an eternity of anticipation, the moment I had been waiting for arrived. I received the news that my 40,000 BTC had been successfully recovered. It was hard to believe at first—it felt like a dream. The weight that had been dragging me down for so long was suddenly lifted, and I could breathe again. The financial loss I had feared would define my future was no longer a reality. I can’t fully express the emotions I felt during that moment. It was a mix of relief, joy, and an overwhelming sense of gratitude. I had gone from a place of utter despair to a complete resurgence of wealth, both emotionally and financially. The team at Tech Cyber Force Recovery didn’t just restore my Bitcoin—they restored my faith in the possibility of recovery and gave me back something far more valuable: peace of mind. I will urge anyone in this same predicament to.

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