Finally its done and can avoid obstacles! :)

Hello again, everyone. As Sunday comes to a close, and Monday is fast approaching, I'll share with you the likely cause of my death by stroke and/or heart attack:
MONDAY MORNING COFFEE OF HORROR
Disclaimer: Do NOT try this. I am a professional addict. I am not responsible for anything this brew from hell causes to you and/or those around you.
So, I wake up, feeling like I haven't slept for days, or just notice the fucking alarm clock shrieking because I pulled an all-nighter.
Step 1: Silence alarm clock via mild violence.
Step 2: Get the coffee machine to brew some filter coffee (espresso works too)
Step 3: Get milk and ice cubes from the fridge (both are needed, I don't care if you don't like milk, trust me)
Step 4: Get 2 spoonfuls (not tea spoon, and actually FULL spoonfuls) into the biggest glass you have
Step 5: Pour just a little of the warm filter coffee into the glass, just to get the instant coffee wet enough, and start mixing, until the result looks like the horror you unleashed in your toilet a few minutes ago (and will do so again in a few)
Step 6: Mix in 25-50 ml milk, just for the aesthetic change of colour of the devil-brew, and to add the necessary amount of lactic acid to react with the coffee to produce chemical X
Step 7: Add ice cubes to taste (if you are new to this, add a lot)
Step 8. Slowly add the filter coffee while mixing furiously, so that the light brown paste at the bottom get dissolved (it's harder than it sounds)
Now, take a deep breath. Before you is a disgusting brew undergoing a chemical reaction, and your moves need to be precise otherwise it will explode. Note that sugar or any other form of sweetener is FORBIDDEN, as it will block the reaction chain and the result won't be as potent.
Take a straw (a big one, not those needle-like ones that some cafeterias give to fool you into believing that the coffee is more than 150ml). Put it inside the mix, and check that the route to the bathroom is free of obstacles.
Now, clench your abs, close your nose if you are new to this, grab the straw and DRINK!
DRINK LIKE THERE IS NO TOMORROW!
THAT BROWN DEVIL'S BILE WILL HAVE YOUR INTESTINES SPASM AND DANCE THE MACARENA WHILE TWIRLING A HULA HOOP!
YOUR HEART WILL GO OVERDRIVE HARDER THAN YOUR PC'S CPU WHEN COMPILING ON ECLIPSE AND BROWSING WITH IE AT THE SAME TIME.
The combination of caffeine and lactic acid will bring out the perfectly disgusting combination of sour and bitter usually expected in rotting lemons. After you manage to chug it down (DON'T SPILL OR SPIT ANY!) you have 30 - 60 seconds max to run to the porcelain throne, where you will spend the next 30-60 minutes.
After that, nothing can stop you! You will fix bugs, write entire codebases from scratch, punch that annoying coworker, punch that boss! You will be a demigod among mortals for the next 6-8 hours!
Your recipes for Monday morning coffee?

This is bullshit.

We've got a project where we need to build a robot that can:
A. Follow a line.
B. Avoid obstacles
C. Go through a maze.

This, in itself, is fine. I can manage.

The problem is, the teacher that is supposed to support the course, is never where he's supposed to be.
Ie: he was supposed to be in the classroom to answer questions and give feedback yesterday from 09:00 to 13:00. The fucker didn't fuckin show up.

OK, so today, he's supposed to be here too, I've been sat in his classroom without him waiting for over an hour...

Also, no way I can do the maze part without knowing what defines a fucking blocked path, is it going to be a physical object or is the line going to be a different cor if you're not allowed to pass there?

I'm getting tired of this bs.

Today on forgotten games – Ballance.

The game is absolutely outstanding. Graphics is absolutely amazing even though the game was developed in 2004. The sound effects are perfect, I can literally feel the wooden ball rolling on steel rails. The background music is also amazing, we're talking Alexander Brandon level here.

The game is about rolling the ball through the levels trying not to fall off. There are three balls: the stone one, the wooden one and the paper one, different in weight, velocity and momentum.

I admire the clever level design. It uses in-game map features in multi-purpose way, for example some levels use ball transformers (the things that transform the ball from one kind to another) as a trap for your ball to lose momentum. It even seems like that levels were designed by some crazy modders for advanced players, but they weren't, and traveling through them feels like you're a pro gamer playing custom levels.

Even though levels seem simple at first glance, they allow non-linear gameplay and different gaming styles.

The gameplay itself is pure meditation. But even though the concept seem straightforward – just follow the level and don't fall – it's not. You have to use all three ball types: there are air vents to fly above upon, which only paper ball can do, there are obstacles to push, which only stone ball can do, and so on.

For additional sonic satisfaction the levels even feature some metal domes that serve no purpose but to be bumped into just for making amazing gong sound.

I like it that when you get cocky and think like that's easy, I got this, the game quickly puts you into place. It basically says nigga you ain't shit, you got nothing on me.

Overall it's basically a mesmerizing travel through cleverly designed levels surrounded by relaxing music and outstanding graphics.

Definitely a must-have for mechanical keyboard gamers, it's a pure satisfaction playing this game with a great level of precision and control mechanical keyboard allows.

Search for "ballance widescreen fix" for modern displays support.

Some time ago I went for a job interview (Unity3D Dev). I have little experience in this field and never thought that I would get this job but wanted to gain some and thought that it would be a great opportunity.
So after the interview, which was great and I really enjoyed it, I've been tasked with making a simple minigame. Only requirements were that there have to be player controls, character must avoid obstacles and camera must be moving with player's progress. I've made a little spin on those. In 2d minigame I've created you are piloting simple (made out of 3d primitives) rocket. You have to avoid randomly spawned platforms. If you hit one, you explode. You also die, if you hit a wall or fall out of camera and hit Destroyer. Camera is constantly moving as long as you are moving. The spin is that you have very limited fuel. To regain it you have to land on said platforms with your thrusters. It took me around 12h to make this game. The only reason I know it is because they wanted this info. I've learned a bit while working on this minigame and had a lot of fun. It was a great impuls to start learning gamedev again and stop stagnation I fell in when I started my studies and work.
Today I've got response. Obviously I didn't get the job. They took more experienced person and I totally understand that. But there's more. They were so great to give me pretty extensive review of what was done good, what could be done better and how to gather more experience. They said that the game met their expectations and was written well. That's great, because I was worried that it would be bad since I haven't worked on graphics at all.
So, at least I got an impulse to start learning and maybe I'll even go for some game jam!

The 5 stages of project management:

1 - the Mission:
Receive a project

2 - the Vision:
Over confidence and optimistic time estimation. Tell people how quick you can finish it.

3 - the Climax:
Adding unnecessary features. Try to be innovative. Think different. Feeling like a Rockstar.

4 - the Bargain:
Does not aware deadline is not far away. Reverse all unnecessary or impractical moomshot features. A bit stressed

5 - the Embarrassment:
Unpredicted obstacles or incidents. Late delivery or fail. Feel like a loser.

Best thing to do when you're having a bad day:

> Post a video on YouTube telling people that you're developing a machine learning algorithm for drones to identify obstacles.
> Show them a basic HTML code on your computer screen.
> Disable the comments

TL;DR; windows XP + bat scripts + fascination about being able to make things yourself.

I was born and raised in a village. And the thing about living in a village is that you are free :) Among all the other freedoms you are also free to build your own solutions to various domestic problems, i.e. to build stuff. This is one of the things that fascinates me about living outside the city.

When I finally was old enough (and had the means to, i.e. a computer) to understand that programming is something that allows you to build your own solutions to computer problems, it got to me.

With win 3.1 I was still too fresh and too young. With win 95 I was more interested in playing with neighbours outdoors. With win 98 I was a bit too busy at school. But with win XP the time had come. I started writing automation solutions for windows administration using .bat scripts (.vbs was and still is somewhat repelling to me). I no longer needed to browse Russian forums and torrent sites to find a solution to a problem I had! That was amazing!!! [esp. when my Russian was very weak].

That was the time when I built my first sort-of-malware - a bat script downloading and installing Radmin server, uploading computer's IP and admin credentials to my FTP.

I loved it!

However, I'd stumbled upon may obstacles when writing with batch. I googled a lot and most of the solutions I found were in bash (something related to Linux, which was a spooky mystery to me back then). Eventually, I got my courage together and installed ubuntu. Boy was I sorry... Nothing was working. I was unable to even boot the thing! Not to mention the GUI...

Years later I tried again with ubuntu [7.10 I think.. or 7.04] on my Pavilion. Took me a looooot of attempts but I got there. I could finally boot it. A couple of weeks later I managed to even start the GUI! I could finally learn bash and enjoy the spectacular Compiz effects (that cube was amazing).

I got into bash and Linux for the next several years. And then I thought to myself - wait, I'm writing scripts that automate other programs. Wouldn't it be cool I I could write my own programs that did exactly what I wanted and did not need automation? It definitely would! I could write a program that would make sound work (meaning no more ALSA/PA headaches!), make graphics work on my hardware, make my USB audio card to be set to primary once connected and all the other amazing things! No more automation -- just a single program or all of that!

little did the naive me knew :)

I started with python. I didn't like that syntax from the beginning :/ those indentations...

Then I tried java. Bucky (thenewboston), who likes tuna sandwiches, on my phone all the free time I had. I didn't learn anything :/ Even tried some java 101 e-book. Nothing helped until I decided to write some simple project (nothing fancy - just some calculations for a friend who was studying architecture).

I loved it! It sounds weird, but I found Swing amazing too. With that layout manager where you have to manually position all the components :)

and then things happened and I quit my med studies and switched to programming. Passed my school exams I was missing to enter the IT college and started inhaling every bit of info about IT I could get my hands on (incl outside the college ofc).

A few more stepping stones, a few more irrelevant jobs to pay my bills in the city, and I got to where I am now.

Headphones on
Start Soundcloud/Osu! Playlist
Open IDE

Optional:
Get a german shepherd to protect me from obstacles called "coworkers"

Whenever I come across an error I can't solve, my passion and enjoyment for programming steadily goes downhill as I furiously search Stack Overflow and debug. And just when I'm about to give up, to say "this is the opposite of enjoyable, I'm quitting" I figure out the stupid mistake I made, and the moment of sheer bliss that comes with solving a stubborn issue boosts my passion for coding up even higher then it was before.

And at times like this, I wonder if that majority of time spent staring frustratedly at an error message is actually made worthwhile by the sudden hit of adrenaline that comes from solving the problem.

I imagine myself like a drug addict in that regard. Like a drug addict, I spend most of my time feeling like shit, but that short feeling of happiness makes me put up with the shittiness. Is it really worth it? I subject myself to so much angst, angst that I only keep pushing through because I'm certain I'll figure it out eventually, I'll solve the problem and everything will be okay.

Maybe that means programming isn't truly for me. I'm sure many people actually enjoy the process of overcoming obstacles, but honestly, I don't. The only reason I keep trying to scale that obstacle is because of my memory of the past obstacle, and the feeling I felt as I climbed down the other side, having finally reached the top.

!devrant

So today my CTO reigned, and I heard rumours that they probably will have me as the next CTO. Me personally, I'm not ready for this ... Even as a Senior Software Engineer , sometimes I have obstacles leading the my Juniors (6 of them).

Also, for the same pay, I rather maintain my current position.

I am not ready yet.

So I became a panel for a students' oral defense for their apps in the IT dep, I'm a lowly plebian STEM but oh well I guess they did spot me making apps on the library on my lunch time.

Anyways here's what happened:

I reviewed two groups and here's my input on them:

- Group one did a app that uses the gyroscope to control a character in the screen, and avoid obstacles. At first I don't know how to play it but I figured it out nonetheless, since I'm reviewing in the customer perspective, I shunned them because of poor UX, and poor performance. Idea was there but execution is fucked - and the fact its a one man stand when there's 6 persons in front of me.

- Group 2 did an app that behaves similarly to our shitty eLMS, I liked the UX and the UI but I gave them a few pointers to improve it more and recommended it to replace the current application (yes because it was really exceeding my low bar for their department).

It's kinda obvious which one I picked to get to the stage on their graduation. They deserved it but I felt bad for the girl in the last group since she did everything so I gave them a passing grade. But if I were to individually grade them: I'd pass her and fail the rest.

How'd I do as a panel judge my angery dudes?

“We will send you a code challenge :)”

Or if we are being serious, I like it when we discuss projects I or they have worked on and what was interesting and challenging about them, and what was done to overcome obstacles and why. I really like when we discuss potential options and why one was taken over another one.

So Yay just asked me to replace pulseaudio with pipewire. I was hesitant because I have meetings to attend and I don't want to have to fuck around with my audio config once again.
But it simply works.
PipeWire can replace pulseaudio simply by uninstalling pulse and installing pipewire-pulse.
Next I'll see if it can replace JACK as easily. If so, if I no longer have to juggle two fundamentally incompatible audio servers to do audio processing, then FOSS has just solved one of the greatest obstacles in its path to reach feature parity and performance superiority to Windows.

Not anti-man, curious about this particular problem:
Females have unique problems in the workplace and personal life yes, because of stereotypes.
I agree, I am a female. But when i read those articles about what we really go through, I really feel weak. I think if these many obstacles are present how am I supposed to do something without instinctively being influenced by the society.
It really felt better when I consider myself human not female.

What do you people do when you feel weakened by these impositions?

Wife asks me to peel potatoes. I know I am expected to peel potatoes AND carrots but I don't operate by that logic and if I did I would feel dirty inside

We rant while we hit obstacles in life/dev jobs..
Just one flu/food poisoning makes us realize we are so vulnerable at time.
We can't code our way out of that...

Somebody needs to look at the whole user admin side of all of google products from a users perspective. Then realise what a disjointed dysfunctional, horrible, confusing, pile of shit it all is. I would say the same for zoho, another example of how to put as many obstacles in the way of doing straight forward tasks.

When the CTO/CEO of your "startup" is always AFK and it takes weeks to get anything approved by them (or even secure a meeting with them) and they have almost-exclusive access to production and the admin account for all third party services.

Want to create a new messaging channel? Too bad! What about a new repository for that cool idea you had, or that new microservice you're expected to build. Expect to be blocked for at least a week.

When they also hold themselves solely responsible for security and operations, they've built their own proprietary framework that handles all the authentication, database models and microservice communications.

Speaking of which, there's more than six microservices per developer!

Oh there's a bug or limitation in the framework? Too bad. It's a black box that nobody else in the company can touch. Good luck with the two week lead time on getting anything changed there. Oh and there's no dedicated issue tracker. Have you heard of email?

When the systems and processes in place were designed for "consistency" and "scalability" in mind you can be certain that everything is consistently broken at scale. Each microservice offers:

1. Anemic & non-idempotent CRUD APIs (Can't believe it's not a Database Table™) because the consumer should do all the work.
2. Race Conditions, because transactions are "not portable" (but not to worry, all the code is written as if it were running single threaded on a single machine).
3. Fault Intolerance, just a single failure in a chain of layered microservice calls will leave the requested operation in a partially applied and corrupted state. Ger ready for manual intervention.
4. Completely Redundant Documentation, our web documentation is automatically generated and is always of the form //[FieldName] of the [ObjectName].
5. Happy Path Support, only the intended use cases and fields work, we added a bunch of others because YouAreGoingToNeedIt™ but it won't work when you do need it. The only record of this happy path is the code itself.

Consider this, you're been building a new microservice, you've carefully followed all the unwritten highly specific technical implementation standards enforced by the CTO/CEO (that your aware of). You've decided to write some unit tests, well um.. didn't you know? There's nothing scalable and consistent about running the system locally! That's not built-in to the framework. So just use curl to test your service whilst it is deployed or connected to the development environment. Then you can open a PR and once it has been approved it will be included in the next full deployment (at least a week later).

Most new 'services' feel like the are about one to five days of writing straightforward code followed by weeks to months of integration hell, testing and blocked dependencies.

When confronted/advised about these issues the response from the CTO/CEO
varies:

(A) "yes but it's an edge case, the cloud is highly available and reliable, our software doesn't crash frequently".
(B) "yes, that's why I'm thinking about adding [idempotency] to the framework to address that when I'm not so busy" two weeks go by...
(C) "yes, but we are still doing better than all of our competitors".
(D) "oh, but you can just [highly specific sequence of undocumented steps, that probably won't work when you try it].
(E) "yes, let's setup a meeting to go through this in more detail" *doesn't show up to the meeting*.
(F) "oh, but our customers are really happy with our level of [Documentation]".

Sometimes it can feel like a bit of a cult, as all of the project managers (and some of the developers) see the CTO/CEO as a sort of 'programming god' because they are never blocked on anything they work on, they're able to bypass all the limitations and obstacles they've placed in front of the 'ordinary' developers.

There's been several instances where the CTO/CEO will suddenly make widespread changes to the codebase (to enforce some 'standard') without having to go through the same review process as everybody else, these changes will usually break something like the automatic build process or something in the dev environment and its up to the developers to pick up the pieces. I think developers find it intimidating to identify issues in the CTO/CEO's code because it's implicitly defined due to their status as the "gold standard".

It's certainly frustrating but I hope this story serves as a bit of a foil to those who wish they had a more technical CTO/CEO in their organisation. Does anybody else have a similar experience or is this situation an absolute one of a kind?

So I just read the Blink to "Poke the Box" and one question it raised was.

If you had no obstacles and unlimited resources (I guess like if you could retire right now and do anything you want), what would you do?

For myself I couldn't really think of something/a goal/big project that would keep me interested...

(I vaguely remember maybe there was a Weekly Rant about this...)

Software Developer Interview Questions!

Hey friends, for my IT Careers class I have been assigned to interview a software developer. I was wondering if some people would be willing to answer the following questions. Thank you so much!

Name:
Title of position:
Company you work for:

1. What is a typical day at work like?
2. What are your hours like? Are you ever on call?
3. What are the best parts of your job?
4. Are there any downsides?
5. What influenced your decision to choose this career? Are you glad that you did?
6. What education did you need to get?
7. Do you specialize in certain languages or types of programs?
8. Do you work remotely or at the job site?
9. What is your pay like? Are you paid by the hour, or do you get a salary?
10. Was there ever a specific project you've worked on that was your favorite?
11. Does your job require any work outside of work hours?
12. What are the biggest obstacles you run into as a developer?
13. If you could change something about your job, would you? What would it be?
14. What are some tasks you must complete for your job?
15. Is there anything you wish you knew before starting your career?
16. Are there days that seem too repetitive?
17. Do you often have to learn new languages?
18. Have there been any big changes in your career since you first started?
19. How long have you worked as a developer?
20. Is there any advice you would give to college students looking to pursue a development career?
Any responses are appreciated! Thank you so much!

That javascript ecosystem is pretty fucking neat.

Yea we got problem with certain tools like `npm`， but threw is so much shit that comes out， in a matter of month you have solutions springing up for those obstacles.

Its pretty fucking beautiful ;)

A group of friends and I when we were 15 competed in a UK-wide competition to build a robot with sonar and touch sensors to navigate through a field of obstacles. The winner was the fastest average. Our robot only travelled in bent lines, and turned when it detected an obstacle infront of it. We had our three tries, the first two taking perhaps 30 seconds. The third time we twisted it slightly on its start position, and without stopping it followed a curve through the whole course, in about 3 seconds. Unfortunately we weren't even mentioned in the runners up :L

Warehouse devs are trying to make our own homegrown warehouse robot AI to easy up the route optimization math, without paying up big $$$ for some big tech's crap.
Those robots look like wild "dire roombas", BTW. Each is large and round like bike tire on its side.
And the state of the art on the driving AI for those robots is... actually pretty good. It can avoid moving obstacles like humans or forklifts on their route or even drive around liquid puddles (our warehouses aren't exactly pristine).
So then came the time for the warehouse devs to benchmark their AI.
They compared it to a ready-to-use solution and fared quite well. Until someone suit decided they should ask chatgpt (or some other text AI crap) to try its "hand".
I've spent the best part of the day laughing my ass off, the devs had to go on a hunt to search for the *runaway robots driven by chatgpt*. One of them found its way to a freaking porta-potty like 50m outside the warehouse. Others were trying to lift forklifts to take those out of the way. Ooh, the irony.
A few were gladiators disputing the same pallet to lift. They were literally trying to sabotage each other to steal the pallet.
But most were just driving around randomly like giant roaches.
Man, sometimes generative AI can really make us laugh.

I'm 37, been a PHP Web Dev for 12 years. I love doing it but am concerned as I get older, I'm falling behind. I'm not exposed to different tech in my job but am doing courses to vary my skill set (AWS with Docker, vue.js etc)

Is anyone else here over 40 and doing dev work? Any obstacles you found? Or younger peeps, what’s your opinion of older devs? Should I be concerned?

Well, for me being a dev or at least a hobby-dev is like reading and writing a book. Each like of code holds a thought as each sentence holds a story. The more you write, the better is the result. It's the feeling that you can do art in multiple ways.

Once you start, you fall down a deep and unknown rabbit hole, yet it's a slow fall, with a lot of obstacles in the way. You'll get bruises. Break something even. In the end you'll die. That doesn't matter though, because what's left after you is the path you chose and it's open for anyone who dares to follow you.

It's like magic.

I have an analogy for what is a SinglePageApplication.

Think browser as a highly tuned racing horse. With decades of expertiese, professionals have developed methods to make it fast and efficient. It'll take you where ever you want.

SPA on the other hand is a weird looking creature.

It's made of a donkey, stacked with all kinds of extra stuff. Donkey is slow by nature and because of this extra payload it's now so heavy that it can barely move on it's own, so you need a heavy lorry to move it around. Because donkey is derived from a horse, it has it's built in features. If you give it a carrot, it will refresh it self. You don't like horsies and it's not allowed to be horse-like so you have to build obstacles to counter these features.

Now after all this pain and not gaining anything, you have an SPA and you can fantasie that it has superpowers and it can do what ever you want. If you put flame stickers on it, you can even pretend that it's a go-cart.

Ok. I GIVE UP! ...for at least a couple hours...

I'm not a big believer in... well anything suitable to the literal definition of believe. But there's only so much 'wtf? How is this even possible?' and any answer u can come up with is nearly statistically impossible...

I am a neuro-atypical (and just extremely atypical even if i somehkw was neurotypical) being, based on logic, finely calculated statistical probability and the most raw data and as unbiased as realistically possible, algorithms and interpretation (usually recursive pattern recognition with several highly detailed historical sources.

...but at some point statistical improbability and a collation of separate, yet relatively closely occuring events/circumstances makes logic, itself a primary suspect of corruption.

What was the breaking point that caused me to (temporarily) give up and tell logic to f off for a bit cuz maybe the illogical and mythical is the real logic, leaving me in a losing battle with 'the' fates?

Trying to get all my sourcing/purchase orders in/paid for/on the literal boats b4 end of the workday/week in china...
1st, had to drop a supplier cuz they have limited reps. When the one ive had 7+ years left, i got the aloof blonde girl societal trope of a rep... who for the 2nd time (despite the several very blunt complaints above her, incl me) she sent out a promotional update to the entire client list (ie, inherently competitors) as CC not BCC... over 200 business email accounts with tailored info of their sourcing.

2- totally diff company/ industry a former rep i was glad be rid of apparently just sfarted back for "awhile" as i needrf to restock/scale...apparently she forgot everything we discussed at length... lke if you want a chance on my business im not gonna be wasting time looking through your gui "mini store to then inquire about everything individually insead of a simple spreadsheet(which i print and put in a 3-ring binder rotating current catalogues in the same format i require everywhere)

3.dog was an ahole, my packed schedule got delayed and morphed.. a bunch of little bs thatd normally have no extra thought impact, hyperfocused forgetting one of my alarms til i realised my idiopathic fever was back and i didnt take/apply meds (pain/muscle relaxers mainly so despite this odd free time and needing to shower. I gotta sit on my rear, leg elevated/non-productive far 40min b4 i can shower (as functional legs and lack of syncope is almost a req to shower)

4. A new-ish rep of a company/factory i like/respect enough to not mention in relation... he makes invoice 1.. slight error thst was easily resolved...#2 was flawless... he goes to officially generate the contract(alibaba... verrrry simple with lots of extra explanation buttons). Price and all items match, its near workweek end so i was waiting for it so i could quickly pay/have it on the boat b4 it left and few fdav days are behind...

I put in card info, get to the 2 cbeck boxes (imo should be only 1 but whatever) asking if billing address is same ss delivery(its always default yes)... then i see a few lines in chinese (i can read enough for business negotiations... typical words/sentences innately look different than things like individual letters/address and postal indicators.) After a few loops of double checking, mentally trying to dismiss my i Intial judgement cuz it'd be too ridiculous... even resorted to google .... nope... initial wtf was spot on... recipient name/address was indeed the company(multi factory producer)i was purchasing a wholesale, via sea freight, bulk of products from.

Im pretty sure the system would've flagged it as an invalid contract within an hr... but seriously... ive been handling alibaba (and other) international sourcing since before high school(mainly small businesses i made sites/little tools for that found anything with a light up screen intimidating) and a purchase then shipment to the originating company/factory actually entered into a contract(the form is sooo simple)... im faced with ridiculously improbable obstacles actually existing and changing in such nonsensical statistically improbable ways so often that 1. I wouldn't trust a dr (or most humans) that didnt 1st assume i was crazy of some form...unfortunately im not, despite hkw much simpler and probable itd be 2. Id be super suspicious/converned if statistic norms were my norm for over a day.

But seriously wtf???

Someone give me some wisps of a frame of ref here... where's a typical 'fuck this, im out!' Breaking point?

Local company has an API service that I'm interested in playing with. Most services would just have you sign up or just read the open api docs. But not this one. Wants me to jump through hoops because its part of their "KYC" policy. I just want to test something before I think of using it for real and they can't provide any test accounts/environment for that. Oh well, at least, I can document my rough experience and perhaps guide others to do and use (or not use) it.

What ai model would I use to propagate a series of survival factors and decision making scenarios that if the optimal order of activities are pursued would lead survival and even prosperity and the worst set of possibilities would lead to death where the environment and sensations being experienced would always lead to specific pitfalls but wherein some of these pathways would lead to later reward and where the obstacles like predators could be overcome by simple combinations of objects which would be a crude mimicry of the invention ?

Neural nets don’t see to fit this given my understanding but there is a training aspect I’m looking for where the creature being simulated dies, develops fear responses, feels pain, avoids pain, remembers things, develops behaviors related to characteristics in creatures, has unborn motivations that weight decisions, and learns to prioritize.

I had created a massive dataset of objects including memories and aspects of semantic memory and episodic memory colored by emotion inspired by past conflict and reward with the idea that a running average would affect behavior and decide on various behaviors all the way down to perceptual differences

Any thoughts again ? Or will wolf try to steal these too ?

Being a quant developer based in the UK, do you think it's possible to find a job in US? Ideally I was thinking to approach a fintech.. What are the real obstacles in doing this?

From Loss to Triumph: The Unmatched Expertise of CoinCaper Recovery

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@retoor I did it I FUCKING DID IT. I CRACKED THE COWDZ.

HAVEN'T SLEPT IN ALMOST THREE DAYS.
BUT I FED THIS TO A LOBOTOMIZED BOTII.
IT WAS ABLE TO RUN MY RULESET.
WELL, A VERY LIMITED VERSION.
BUT STILL.

PRO VIBES-ORIENTED PROGRAMMING.
IN MARKDOWN.
PSEUDOMARKDOWN.
what?
WHAT??!!!!

OH YEAH.
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```
# Definition of Basic Terms:

- Actor;
· * "An Actor is a character or entity actively or passively participating in the game";

- Action:
· * "An Action is whatever an Actor does during their turn";
· * **IMPORTANT: "In addition to taking an Action during their own turn, an Actor can opt to prepare a Re-Action to activate during another Actor's turn, *if* they have enough SP/MP to do so"**;

- Signa:
· * "A Signa is an in-game effect that describes an Actor's Actions and Re-Actions";
· * "In-game effects can only alter values within the Actor->Status dict";
· * Signa->Caster = the Actor that activated the Signa;
· * Signa->Target = the Actor that is affected by the Signa;
· * **IMPORTANT: "A Signa can be cast 'OnSelf', that is, the Caster can choose to cause the effect on themselves"**;

---
# Actor Attributes:

- Actor->ReadOnly:
· * **IMPORTANT: "ReadOnly attributes represent an Actor's natural advantages and cannot be changed through in-game effects"**;
· * **IMPORTANT: "The purpose of these immutable attributes is determining the base values for game formulas"**;
· * "Actor->ReadOnly is a (key=>value) dict that stores the Actor's innate and immutable attributes";
· * **IMPORTANT: "These bonuses are fixed and cannot be altered by in-game effects"**;
· * "Each key corresponds to a specific game formula";
· * "Each value is a constant signed integer that represents a modifier for the associated formula";

- Actor->Grit:
· * Actor->ReadOnly->{"HP->Max"} = 8+(Actor->Grit*2);
· * "Actor->HP->Regen is not affected by Grit";
· * Actor->ReadOnly->{"Strength"} = Actor->Grit*1;
· * Actor->ReadOnly->{"Resist"} = Actor->Grit*1;

- Actor->Wit:
· * Actor->ReadOnly->{"MP->Max"} = 4+(Actor->Wit*2);
· * "Actor->MP->Regen is not affected by Wit";
· * Actor->ReadOnly->{"Intelligence"} = Actor->Wit*1;
· * Actor->ReadOnly->{"Dexterity"} = Actor->Wit*1;

- Actor->Charm:
· * Actor->ReadOnly->{"SP->Max"} = 1+(Actor->Charm*1);
· * Actor->ReadOnly->{"Perception"} = Actor->Charm*2;
· * Actor->ReadOnly->{"Charisma"} = Actor->Charm*2;

- Actor->Spirit:
· * Actor->ReadOnly->{"Arcana"} = Actor->Spirit*2;

- Actor->Faith:
· * Actor->ReadOnly->{"Defend"} = Actor->Faith*1;
· * Actor->ReadOnly->{"Heal"} = Actor->Faith*1;
· * Actor->ReadOnly->{"Bless"} = Actor->Faith*1;

- Actor->Hatred:
· * Actor->ReadOnly->{"Damage"} = Actor->Hatred*1;
· * Actor->ReadOnly->{"Curse"} = Actor->Hatred*1;

---
# Diceroll Definition:

- rand:
· * "A pseudo-random number between 0 and 0.99";

- roll->dX:
· * roll->dX = truncate (rand*X);

---
# Basic Formulas:

- Actor->Status:
· * "Actor->Status is a (key=>value) dict that stores the Actor's current status effects";
· * "These bonuses are temporary and can be altered by in-game effects";
· * "Each key corresponds to a specific game formula";
· * "Each value is a signed integer that represents a modifier for the associated formula";

- Actor->Damage:
· * let base = roll->d4;
· * let X = Actor->ReadOnly->{"Damage"};
· * let Y = Actor->Status->{"Damage"};
· * Actor->Damage = base+(X+Y);
· * "Result can be negative if (X+Y) is less than -base";

---
# Regeneration Rates:

- Actor->HP->Regen:
· * const base = 0;
· * let X = Actor->Status->{"HP->Regen"};
· * Actor->HP->Regen = base+X;
· * "Result can be negative if X is less than 0";

- Actor->MP->Regen:
· * const base = 1;
· * let X = Actor->Status->{"MP->Regen"};
· * Actor->MP->Regen = base+X;
· * "Result can be negative if X is less than -1";

- Actor->SP->Regen:
· * let base = Actor->Status->{"SP->Max"};
· * let X = Actor->Status->{"SP->Regen"};
· * Actor->SP->Regen = base+X;
· * "Result can be negative if X is less than -base";

---
# Default Signas:

- Movement (Signa):
· * Movement->Cost->SP = 1;
· * Movement->Cost->MP = 0;
· * Movement->Duration = 1 turn;
· * Movement->AreaOfEffect = 4 tiles;
· * "Allows the Caster to move the target up to 4 tiles distance";
· * **IMPORTANT: "This Signa does not allow the Caster to avoid obstacles"**;

- Attack (Signa):
· * Attack->Cost->SP = 1;
· * Attack->Cost->MP = 0;
· * Attack->Duration = 1 turn;
· * Attack->AreaOfEffect = 1 tile;
· * let dst = Attack->Target;
· * let src = Attack->Caster;
· * dst->HP->Current -= src->Damage;
· * **IMPORTANT: "This Signa never misses"**;
```

I've started using PyQT5 and I'm surprised at how easy it's been so far.

Anyone familiar with it, and if so, what kind of obstacles I can expect to encounter making custom widgets and styling?

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The allure of exponential growth through completing routine tasks blinds many to the looming danger lurking beneath the surface. However, the facade of prosperity quickly crumbles when attempts to withdraw profits are met with inexplicable obstacles. A withdrawal failure serves as the first ominous sign, followed by a cascade of demands from the supposed support team. The requirement to pay exorbitant trading fees to access one's funds becomes a seemingly insurmountable barrier, with promises of resolution serving only to deepen the despair. Prompt action is taken to reach out to this trusted ally, and the response is nothing short of miraculous. Within days, the team at  FAST SWIFT CYBER SERVICES embarks on a mission to trace and recover the lost funds, culminating in a swift resolution that defies all odds.

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It was a sunny afternoon when I received the devastating news – I had fallen victim to an Ethereum scam, losing a staggering $34,000 in the process. My heart sank as I realized the hard-earned savings I had meticulously accumulated over the years had vanished in the blink of an eye. Panic and despair consumed me, and I felt utterly helpless, unsure of where to turn or how to recover from this financial catastrophe. As I sat in my living room, staring at the blank wall, a glimmer of hope emerged. I had heard about the Digital Tech Guard Recovery service, a specialized team that claimed to have the expertise to track down and retrieve lost or stolen cryptocurrency. With a deep breath, I decided to give them a chance, hoping against all odds that they could help me regain my lost funds. I reached out to the Digital Tech Guard Recovery team, explaining my situation in detail. They listened intently, their voices exuding a sense of empathy and understanding that put me at ease. They assured me that they had successfully recovered funds in similar cases and that they would do everything in their power to help me. The process began with a thorough investigation. The Digital Tech Guard Recovery team delved into the intricacies of the Ethereum blockchain, meticulously tracing the transaction history and analyzing the flow of the stolen funds. They employed advanced forensic techniques, leveraging their extensive knowledge of cryptocurrency protocols and the inner workings of the digital financial ecosystem. I found myself riding an emotional rollercoaster as the days stretched into weeks, alternating between hope and despair. I received frequent updates on the Digital Tech Guard Recovery team's progress and the difficulties they encountered, keeping me updated at every stage. They encountered obstacles and setbacks while navigating the intricate web of digital transactions, but their resolve remained unwavering. The breakthrough I had been waiting for came one day. The wallet address where the stolen money was sent was discovered by the Digital Tech Guard Recovery team. Additionally, they had identified the scammer, a highly skilled cybercriminal who had evaded law enforcement for years. With this critical information in hand, the Digital Tech Guard Recovery team sprang into action, leveraging their extensive network of contacts and their deep understanding of the legal and regulatory frameworks governing cryptocurrency transactions. They worked tirelessly, coordinating with law enforcement agencies and financial institutions to freeze the stolen funds and initiate the recovery process. The journey was arduous, filled with legal hurdles and bureaucratic red tape, but the Digital Tech Guard Recovery team remained steadfast in their pursuit of justice. They navigated the complex web of international laws and regulations, drawing upon their expertise and connections to navigate the intricate landscape of the digital financial world. After months of relentless effort, the moment of triumph arrived. The Digital Tech Guard Recovery team had successfully recovered the entirety of the $34,000 that had been stolen from me. I was overwhelmed with a mix of relief, gratitude, and a renewed sense of faith in the power of determination and perseverance. I am thankful for this turnaround by Digital Tech Guard Recovery.

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The world of cryptocurrency, finding a beacon of trust amidst the shadows of deceit is akin to discovering a hidden treasure. My journey through the highs and lows of digital investing led me down a dark path of deception, where promises of prosperity turned into a nightmare of loss and despair. Yet, amid the chaos, a guiding light emerged in the form of Digital Hack Recovery. It all began with a bitter realization that I had fallen victim to a cunning scheme orchestrated by a fraudulent cryptocurrency platform. With promises of exponential growth and financial freedom, I eagerly invested a significant sum, only to discover that accessing my funds was not as straightforward as advertised. The realization hit hard when I tallied my losses: a staggering 20.0043 BTC, a sum that not only devastated me financially but also shook the foundation of my trust in the digital investment landscape. Weeks passed in a blur of anguish and uncertainty until a glimmer of hope appeared in the form of a relative's testimony. Their journey of redemption through the services of Digital Hack Recovery sparked a flicker of optimism within me. Despite my initial skepticism towards recovery services, I was desperate for a lifeline amidst the wreckage of my investments. With cautious optimism, I reached out to Digital Hack Recovery, placing my faith in his expertise and reputation. From the moment I made contact with Digital Hack Recovery, I was met with professionalism and empathy .Digital Hack Recovery listened attentively as I recounted my ordeal, providing reassurance and guidance every step of the way. Armed with all the necessary information and requirements, he embarked on the arduous task of reclaiming my stolen funds, instilling a sense of hope and determination within me. The road to recovery was fraught with obstacles and challenges, yet Digital Hack Recovery navigated each hurdle with precision and determination. His expertise in the intricacies of cryptocurrency proved invaluable as he meticulously traced the digital breadcrumbs left by the perpetrators. With each breakthrough, I felt a renewed sense of optimism, knowing that justice was within reach. Finally, after weeks of anticipation, the moment of redemption arrived. Digital Hack Recovery informed me that a total of 15.0188 BTC had been successfully recovered from my stolen wallet. The sheer relief and gratitude that washed over me cannot be expressed in words. Not only had I reclaimed a significant portion of my lost funds, but I had also regained a sense of control and empowerment in the face of adversity. The impact of Digital Hack Recovery extends far beyond mere financial restitution. Through their unwavering commitment to integrity and justice, they have restored my faith in humanity amidst a landscape tainted by deception and greed. Their services are not just satisfactory; they are a beacon of hope in a world plagued by uncertainty. To anyone who finds themselves ensnared in the web of cryptocurrency scams and fraudulent schemes, I wholeheartedly recommend Digital Hack Recovery. They are not just reclaiming lost funds; they are restoring trust, dignity, and hope in an industry fraught with peril. My journey with Digital Hack Recovery has been nothing short of transformative, and for that, I am eternally grateful. Contact Digital Hack Recovery via ⁚

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In today's interconnected world, the attraction of financial investments often comes hand in hand with the looming threat of fraud. My own journey into the treacherous waters of investment began with hopeful anticipation but ended in a harrowing tale of deceit and financial loss. I embarked on my investment journey with a staggering $263,000, trusting an unregulated company promising lucrative returns. Initially, the promises seemed promising—enticing profits and assurances of secure transactions. However, as time progressed, the facade began to crumble. The company relentlessly demanded additional deposits under the guise of "enhancing returns" and "securing investments," leaving me ensnared in a web of deceit. Realizing the gravity of my situation, I attempted to withdraw my funds, only to encounter mounting obstacles and evasive maneuvers from the company. Their demands for more deposits intensified, plunging me deeper into a state of financial jeopardy. It became painfully clear that I had fallen victim to an elaborate scam orchestrated by unscrupulous entities preying on unsuspecting investors. In my darkest hour, a glimmer of hope emerged through the recommendation of others who had weathered similar storms: So i Contacted Cyber Constable Intelligence With nothing left to lose and everything to gain, I reached out to them, desperate for a lifeline. From the moment I made contact, Cyber Constable Intelligence exemplified professionalism, empathy, and unwavering dedication. Their team of experts understood the complexities of investment fraud and the intricate strategies employed by fraudulent companies to manipulate and deceive. They listened attentively to my account of events, offering reassurance and clarity amidst the chaos. Cyber Constable Intelligence swiftly launched into action, conducting a thorough investigation into the fraudulent activities that had stripped me of my hard-earned savings. Leveraging their expertise in cybersecurity and forensic analysis, they meticulously traced the convoluted trail of transactions and exposed the deceptive tactics employed by the company. Throughout the recovery process, Cyber Constable Intelligence maintained transparent communication, providing regular updates on their progress and findings. Their commitment to justice and client welfare was unwavering, as they navigated legal complexities and negotiated tirelessly on my behalf. After diligent efforts and strategic maneuvers, Cyber Constable Intelligence achieved the seemingly impossible—they successfully recovered the entirety of my $263,000 investment. The overwhelming relief and gratitude I felt cannot be overstated, marking a monumental victory in my quest for financial restitution. Beyond the tangible recovery of funds, Cyber Constable Intelligence empowered me with invaluable knowledge and insights into safeguarding against future investment fraud. They emphasized the importance of due diligence, thorough research, and skepticism towards promises of unrealistic returns. Armed with this newfound awareness, I am now equipped to navigate the investment landscape with heightened caution and vigilance. As I reflect on this challenging chapter in my life, I am compelled to share a message of caution and encouragement. Investment fraud is a pervasive threat that preys on trust and vulnerability. To those who have fallen victim, I urge you not to despair but to take proactive steps towards recovery. Seek assistance from ethical hackers and reputable recovery services like Cyber Constable Intelligence, who stand as guardians of justice in the face of financial wrongdoing. While the scars of fraud may linger, my experience with Cyber Constable Intelligence has restored my faith in justice and integrity. They are not just experts in recovery but also advocates for those who have been wronged. Together, we stand united in the fight against investment fraud, reclaiming what is rightfully ours and forging ahead with renewed determination.
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When faced with the devastating loss of a virtual fortune in Bitcoin, the sheer magnitude of the challenge can seem insurmountable. Yet, in the face of this crisis, the expert team at ADWARE RECOVERY SPECIALIST demonstrated an unparalleled mastery of their craft, guiding me through the intricate process of recovering my 102,000USD Bitcoin with unwavering skill and precision. From the moment I reached out, their seasoned professionals exuded a calm confidence, assuring me that no digital asset was beyond their reach. They leveraged their deep understanding of blockchain technology, forensic data analysis, and proprietary recovery techniques to meticulously piece together the scattered fragments of my digital wealth. Their tireless efforts, fueled by an unwavering commitment to their craft, allowed them to navigate the labyrinthine world of cryptocurrency, circumventing obstacles and exploiting vulnerabilities that would have stymied lesser experts. Through their dogged determination and innovative problem-solving, ADWARE RECOVERY SPECIALIST was able to triumphantly restore my 102,000USD Bitcoin, a feat that stands as a testament to their unparalleled expertise and the transformative power of their services. In the face of what seemed like an insurmountable challenge, their team demonstrated the art of recovery, masterfully reclaiming my digital assets and safeguarding my financial future. I can say with full confidence that ADWARE RECOVERY SPECIALIST is the real deal. They are experts in their field and have the technical mastery to handle even the most complex Bitcoin recovery cases. If you’ve found yourself in a similar situation, feeling like your Bitcoin is gone for good, I urge you to contact ADWARE RECOVERY SPECIALIST . They have the skills, the knowledge, and the integrity to get the job done. They revived my hope and proved that with the right expertise, recovery is possible. WhatsApp info:+12 723 328 343

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Had always been captivated by the potential of cryptocurrency, believing it could offer significant investment growth. After much research and anticipation, I took a bold step and invested a substantial amount—81,000€—in a promising blockchain venture. Initially, I was elated as my investment grew, but this joy quickly turned to frustration when I encountered problems withdrawing my funds. As my investment increased, I faced numerous obstacles. The platform imposed additional charges and required me to pay various fees before I could access my own money. It felt like a scheme designed to keep me from retrieving my funds. The constant demands and evasive tactics left me anxious and disheartened, causing me to fear I had made a grave mistake.In my quest to recover my money, I stumbled upon HACKATHON TECH SOLUTIONS. Skeptical yet hopeful, I reached out to them based on positive mentions I had come across. Their reputation in the investment community intrigued me, though I was unsure of their efficacy. Nonetheless, I decided to engage their services, hoping they could offer a solution.HACKATHON TECH SOLUTIONS team responded promptly. Their approach was both methodical and thorough. They began by conducting a detailed investigation into the blockchain investment platform, scrutinizing every aspect of the transaction and the platform's practices. Their expertise in navigating the complex world of cryptocurrency proved invaluable.The team identified a series of deceitful practices employed by the platform to obstruct fund withdrawals. These included hidden fees, misleading terms, and bureaucratic red tape designed to frustrate investors and retain their money. With this knowledge,HACKATHON TECH SOLUTIONS leveraged their industry connections and technical skills to challenge the platform's practices.The process was not instantaneous, but HACKATHON TECH SOLUTIONS dedication was unwavering. They engaged with the platform’s customer support and legal departments, systematically addressing each issue and presenting a well-documented case. Their strategic approach and persistence eventually forced the platform to comply with the withdrawal requests.To my amazement, HACKATHON TECH SOLUTIONS not only succeeded in retrieving my original 81,000€ investment but also recovered the additional profits that had been unfairly withheld. Their intervention was both swift and efficient, far surpassing my initial expectations.This was a turning point for me. I had been on the brink of giving up, but HACKATHON TECH SOLUTIONS expertise restored my faith in cryptocurrency investments. Their professionalism and commitment proved that even in the face of seemingly insurmountable obstacles, recovery is possible with the right support. Since then, I have continued to invest with renewed confidence, knowing that I have a reliable ally in HACKATHON TECH SOLUTIONS. Reach out to HACKATHON TECH SOLUTIONS via below contact details

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By: Ellen Moody, Crypto Investor and Advocate

I was left reeling after discovering that my digital wallet had been compromised, resulting in the loss of 39.5 Ethereum. This devastating experience left me desperate for a solution. I reached out to Morphohack Cyber Service. Their team responded with exceptional professionalism and expertise, promptly launching a comprehensive analysis of the blockchain network to track the stolen funds.
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Throughout the process, Morphohack Cyber Service maintained seamless communication, providing regular updates on the case. Ultimately, their efforts culminated in the successful recovery of 37 ETH, seized from the wallets holding my stolen assets.
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Amidst the ever-evolving landscape of digital currencies, the technical mastery employed in the process of Bitcoin restoration has emerged as a beacon of revived hope for those who have encountered the devastating loss of their virtual assets. At the heart of this intricate recovery process lies the concept of "Tech Cyber Force Recovery," a specialized technique that harnesses the power of blockchain technology and advanced cryptographic principles to reconstruct the fragmented pieces of a user's Bitcoin painstakingly. This meticulous process, undertaken by skilled experts, involves meticulously analyzing the blockchain's immutable ledger, tracing the flow of transactions, and applying complex algorithms to uncover the elusive private keys that grant access to the lost funds. The technical dexterity required to navigate the labyrinth of Bitcoin's decentralized network is truly awe-inspiring, as these digital wizards deftly maneuver through the digital realm, uncovering hidden pathways and employing state-of-the-art tools to recover what was once thought to be irretrievably lost. The successful restoration of my Bitcoin holdings not only reignites a sense of optimism but also underscores the resilience and adaptability of the cryptocurrency ecosystem, where innovative solutions emerge to address the challenges faced by those seeking to reclaim their digital wealth. As the demand for such specialized recovery services continues to grow, the technical mastery displayed by these digital alchemists stands as a testament to the transformative power of blockchain technology and its ability to empower individuals in the face of seemingly insurmountable obstacles. What stood out about Tech Cyber Force Recovery was the sincerity and transparency throughout the entire process. There were no empty promises. No “guarantees” of quick results. Just an honest, no-nonsense approach that focused on solving the problem, not on selling a dream. The team was consistently professional, highly knowledgeable, and dedicated to achieving a positive outcome. Call Tech Cyber Force recovery for help on:  

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CRYPTO RECOVERY EXPERT VISIT CERTIFIED RECOVERY SERVICES FOR FAST RECOVERY

I am a Switzerland based professional in the investment industry and on CERTIFIED RECOVERY SERVICES to expand my network and connect with other industry professionals. I would be happy to connect you all with CERTIFIED RECOVERY SERVICES and start the dialogue to see how we can cooperate.

New investors should be cautious about where they choose to trade, as there are many scammers out there who are willing to do whatever it takes to steal your money. I, unfortunately, learned this lesson the hard way. I was initially attracted to a trading platform that promised high returns with little risk, which sounded too good to be true. At first, everything seemed legitimate, but soon I realized things weren’t as they seemed. At first, my account was growing slowly, and I felt encouraged to contribute more. However, things took a turn when I was asked to make additional payments and even pay taxes on earnings that hadn’t actually been realized. At that point, I started to question the situation. Why was I being asked to pay more money when I hadn’t even been able to withdraw any of the funds? When I attempted to withdraw my money, I faced numerous obstacles, and I realized something was wrong. The platform seemed to be designed to trap users, making it almost impossible to recover funds. Feeling helpless and frustrated, I started researching how to get my money back. That’s when I came across CERTIFIED RECOVERY SERVICES. At first, I was skeptical, having already been scammed once, but I decided to reach out. Their team was professional, responsive, and understanding of my situation. They walked me through the entire process and gave me the guidance I needed to take the right steps. It wasn’t easy, but with their help, I was able to navigate the complicated recovery process and finally get my money back. I cannot thank CERTIFIED RECOVERY SERVICES enough for their excellent work. Their expertise and persistence gave me hope during a time when I felt completely defeated. Thanks to them, I am now more cautious about where I invest my money, and I’ve learned how important it is to choose trustworthy platforms and experts who can help when things go wrong. If you’re ever in a similar situation, don’t hesitate to contact a reputable recovery service like CERTIFIED RECOVERY SERVICES. They understand the complexities of dealing with online scams and can help you get back on track. Investing is risky enough without having to worry about fraud, but with the right support, recovery is possible.
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WIZARD JAMES RECOVERY: A sympathetic advocate for recovery with knowledge of sustainable recovery.
Recovering one's bitcoin holdings following a devastating breach can be a challenging and complex procedure, but with the right guidance and information, it is possible to get back what was lost. In my case, a highly competent cyberattack resulted in the instantaneous loss of my digital assets from my cryptocurrency wallet. Panic and sorrow began to set in as I battled with the realization that my financial stability had been shattered. I didn't give up, though, and after much investigation, I discovered Wizard James Recovery, a company renowned for its ability to track down and recover stolen cryptocurrency. When I spoke with their employees, they listened intently to the details of my situation and gave me a warm, understanding response. Using their deep knowledge of blockchain technology and hacking methods, the Wizard James experts began meticulously following the whereabouts of my stolen funds as they navigated the intricate world of cryptocurrency transactions. They relentlessly followed the digital trail, uncovering the complex web of exchangers and wallets the hackers had used to conceal their actions. The recovery process was made possible by the Wizard James Recovery team's utilization of cutting-edge equipment and sophisticated investigative techniques to find my missing valuables. In order to freeze the illegal funds and begin the retrieval procedure, the Wizard James Recovery specialists worked with law authorities and cryptocurrency exchanges in a delicate and complex operation. I was thrilled to see my cryptocurrency holdings returned to my legitimate wallet after overcoming a complex web of legal and technological obstacles thanks to the team's knowledge and perseverance. I will always be grateful to the Wizard James Recovery team for their unwavering efforts in helping me get back what was properly mine and leading me through this terrifying experience. The sense of relief and restored peace of mind was evident. For additional information:
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**BITCOIN RECOVERY EXPERTS REVIEW → HACKATHON TECH SOLUTIONS**

Bitcoin continues to grow in popularity in 2025, the need for effective recovery services has become more crucial than ever, especially for victims of scams. HACKATHON TECH SOLUTIONS  stands out as a leading provider, specializing in recovering Bitcoin and other digital assets taken by scammers. The complexities of Bitcoin and its decentralized nature create unique challenges in these cases, but HACKATHON TECH SOLUTIONS  is equipped with the expertise to navigate these obstacles and help clients reclaim their funds.Scammers often target Bitcoin users through fraudulent schemes, such as phishing attacks, fake investment opportunities, and fraudulent exchanges. When victims fall prey to these scams and lose their Bitcoin, HACKATHON TECH SOLUTIONS  offers a reliable solution. The company uses advanced techniques to trace and recover funds, leveraging its deep understanding of blockchain technology to track stolen assets. Despite Bitcoin’s pseudonymous nature, HACKATHON TECH SOLUTIONS  skilled team is able to tackle these challenges effectively, giving scam victims hope of recovering their stolen assets.Security is a primary concern, especially when dealing with sensitive information. HACKATHON TECH SOLUTIONS ensures that all client data remains confidential and secure throughout the recovery process. They implement stringent security measures, offering peace of mind to those seeking help. With a focus on professionalism and client care, HACKATHON TECH SOLUTIONS  handles each case with the utmost respect and discretion.The irreversible nature of Bitcoin transactions makes recovery particularly challenging for scam victims, highlighting the importance of a trusted recovery service. HACKATHON TECH SOLUTIONS  understands the emotional toll of being scammed and works diligently to provide a smooth, reassuring recovery experience. As the cryptocurrency space continues to evolve, the demand for reliable recovery services like those offered by HACKATHON TECH SOLUTIONS will only grow, solidifying their position as a leader in the industry. You can contact them using the details provided below.

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My most recent challenge began when I made a $150,000 investment in what was presented to me as a highly lucrative policy. The opportunity seemed almost too good to pass up. Initially, everything appeared to be progressing smoothly. Within just two months, I received reports that my investment had grown to an impressive $350,000. However, this is where the trouble began. When I attempted to withdraw the funds, I encountered unexpected delays. Each time I tried to access my money, I was met with new obstacles. The investment firm explained that there were "technical issues" preventing the withdrawal, but the situation did not improve. Instead, they began demanding additional payments in order to release my funds. As an investor, I was caught off guard by these requests, but in an effort to resolve the issue and get my money back, I complied. Unfortunately, the roadblocks continued to mount, and I found myself in a worse position than before. Frustrated and unsure of what to do next, I realized that I needed professional help. I began researching options for recovering my funds, and that's when I discovered Tech Cyber Force Recovery. After reading about their exceptional track record in assisting clients who had fallen victim to investment fraud, I decided to reach out to them for help. From the very first interaction, it was clear that Tech Cyber Force Recovery was different. Their team was responsive, professional, and, most importantly, understanding of the urgency of my situation. I provided them with all the necessary details of my investment, and their experts took over from there. Within a remarkably short period, they managed to locate and recover my funds, something I had believed to be an impossible feat after so many failed attempts. I am deeply grateful to Tech Cyber Force Recovery for their dedication, expertise, and professionalism throughout the entire process. They not only recovered my funds but did so with complete discretion and transparency. Their services are unparalleled, and I wholeheartedly trust them with any future needs.

CONTACT THEM ON

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TELEGRAM (@) TECHCYBERFORC

HIRE A SUCCESSFUL USDT-ETH-BTC INVESTMENT RECOVERY REVIEW VIA RAPID DIGITAL RECOVERY

Fraudulent activities in the cryptocurrency space can lead to devastating consequences, as I unfortunately discovered when I became a victim of a deceptive NFT minting site that resulted in a loss of 12 ETH. Initially, the website seemed entirely credible, presenting a polished exterior that cleverly masked the malicious intent hidden within its smart contract. Unaware of the lurking danger, I approved the transaction, only to witness my hard-earned funds vanish into thin air. To make matters worse, I had borrowed a loan to invest in this NFT project, believing it to be a promising opportunity. The loss of my funds not only impacted my finances but also added immense stress as I faced the obligation to repay the loan. In my pursuit of recovery, I turned to RAPID DIGITAL RECOVERY, a team distinguished for their expertise in crypto fraud investigations. Their methodical approach was nothing short of impressive. They conducted a comprehensive analysis of the smart contract and quickly identified it as a modified version of a well-known scam contract. Leveraging advanced blockchain forensics, they traced my stolen ETH through Tornado Cash, a privacy-focused mixer often exploited by scammers to obscure the flow of illicit funds. Despite the significant obstacles they faced, the dedicated professionals at RAPID DIGITAL RECOVERY demonstrated extraordinary perseverance and resourcefulness. They uncovered withdrawal patterns that intricately connected the stolen assets to various centralized exchanges, marking a pivotal breakthrough in the investigation. Through their relentless efforts and strategic legal maneuvers, they successfully froze the scammer’s accounts and recovered an astounding 90% of my lost ETH approximately 10 ETH. While I am immensely grateful to have regained the majority of my funds, I am equally appreciative of the professionalism and expertise exhibited by RAPID DIGITAL RECOVERY. Their unwavering dedication to justice and their clients is truly commendable. I wholeheartedly recommend their services to anyone who finds themselves ensnared in a similar situation. RAPID DIGITAL RECOVERY is not just a recovery service; they are a guiding light in the often perilous world of cryptocurrency. ... CONTACT RAPID DIGITAL RECOVERY VIA:
Email Info: rapiddigitalrecovery(@)execs. com
WhatSapp: +1 4 14 80 71 4 85
Telegram Info: @Rapiddigitalrecovery1

In March 2024, I took a leap of faith and joined a promising investment platform with an initial investment of $100,000. The first few months were encouraging; I steadily earned profits and quickly upgraded my account to $400,000. The platform boasted an easy withdrawal process, claiming that funds would be available within 2-3 days. However, when I attempted to withdraw my earnings, the situation became unexpectedly complicated. I was optimistic. I had heard success stories from others, and my investments were performing well. But when I clicked the withdrawal button, I was met with silence. Days turned into weeks, and my inquiries were met with generic responses or no response at all. It was baffling, especially since the site had advertised a quick turnaround for withdrawals. By the time August 2024 rolled around, I had almost given up hope. My patience wore thin as I continued to reach out for updates. Each message I sent was met with radio silence, which only added to my frustration. It was at this point that I realized I needed to take more decisive action. That’s when I found CRYPTOCURRENCY RECOVERY PROS contacting CRYPTOCURRENCY RECOVERY PRO'S, my experience took a turn for the better. Their team of recovery specialists was knowledgeable and professional, guiding me through the process of reclaiming my funds. They understood the tactics often used by investment platforms to delay withdrawals and had effective strategies to counter them. Within a short time, I was able to recover my funds, a relief that I had almost thought impossible. For anyone who finds themselves in a similar predicament—investing money and facing obstacles when trying to withdraw—don't hesitate to seek help. My experience has taught me the importance of having the right support. CRYPTOCURRENCY RECOVERY PRO'S was instrumental in helping me navigate this challenging situation, and I can’t recommend them highly enough. They specialize in recovering lost investments and have the expertise needed to deal with these complex cases. While my journey began with excitement and promise, it quickly turned into a test of patience and perseverance. However, with the right assistance, I was able to reclaim my investments and learn valuable lessons about the importance of diligence and support in the world of online investments. If you're facing similar issues, reach out to CRYPTOCURRENCY RECOVERY PRO'S — you won't regret it.

FINDING A RELIABLE CRYPTOCURRENCY RECOVERY SERVICE HIRE ADWARE RECOVERY SPECIALIST

I had invested $1.15 million in Bitcoin to launch a green energy co-op—a venture fueled by optimism and innovation. But fate, in the ever-cycling dance of creation and destruction, had other plans. A bolt of lightning struck with divine precision, reducing my PC, hardware wallet, and backup drive to smoldering ruins. My entire fortune, my mining spoils, had seemingly been sacrificed to the cosmic order. WhatsApp info:+12 (72332)—8343

As I stared at the charred remains, half-expecting a sage to emerge from the smoke and remind me that “attachment is the root of suffering,” my next-door neighbor instead shouted through the window about ADWARE RECOVERY SPECIALIST. Desperate, and willing to trade my next life’s karma for my lost cryptocurrency, I called them. Telegram info: h t t p s:// t. me/adware recovery specialist1

Their team, as composed as monks in deep meditation, listened without judgment. They spoke of electromagnetic pulse restoration—a technology so cutting-edge that I imagined it required a temple blessing or, at the very least, a priest chanting Om Namah Shivaya. Email info: Adware recovery specialist @ auctioneer. net

Days passed. I waited, like Arjuna seeking Krishna’s counsel, as their experts worked their digital alchemy. Then, the call came. They had recovered my Bitcoin—along with files I had already surrendered to the fire god, Agni. The relief was so overwhelming that I dropped to my knees… right into a rain puddle. The universe, as always, has a wicked sense of humor.

Today, my green energy co-op thrives, harnessing the sun’s power like Surya himself. My new hardware wallet is grounded more securely than my spiritual practice, and a small Ganesha statue now sits beside it—for luck, and as a reminder that obstacles, even fiery ones, can be overcome. Website info: h t t p s:// adware recovery specialist. com

Wise words echo in my mind: “Perform your duty without attachment to results,” Krishna once advised. “Back up your wallet—twice, on cloud storage,” ADWARE RECOVERY SPECIALIST quipped. Both, I’ve learned, are equally true.

So, to my fellow seekers—whether of enlightenment or financial freedom—if disaster strikes and your fortune turns to ash, know this: ADWARE RECOVERY SPECIALIST is your new Vishnu, preserving what you thought was lost. And one day, perhaps, you too will laugh about it.

Om Crypto Namah.

RECLAIM YOUR STOLEN CRYPTO THROUGH CRANIX ETHICAL SOLUTIONS HAVEN

The fascination of rapid profits can often cloud judgment, leading individuals down perilous paths. My experience with a crypto scam serves as a cautionary tale of vulnerability and the paramount importance of vigilance, particularly in the context of the invaluable assistance I received from CRANIX ETHICAL SOLUTIONS HAVENS.While working in the UK, I was captivated by an enticing investment opportunity that promised substantial returns. The website exuded legitimacy, complete with polished graphics and testimonials that instilled a false sense of security. Despite my wife’s apprehensions regarding the inherent risks associated with such investments, I was resolute in my determination to secure our family’s financial future. After relocating to the USA, I invested a significant sum £217,000, drawn from our family savings believing I was making a judicious decision. The euphoria of potential gains swiftly morphed into despair. After a few weeks, when I attempted to withdraw my funds, I was met with a series of insurmountable obstacles. The website became increasingly unresponsive, and my attempts to contact customer support were met with silence. It soon became painfully evident that I had fallen victim to a sophisticated scam. To exacerbate matters, I discovered that my crypto wallet had been hacked, and my hard earned savings were now ensnared in a fraudulent scheme. The realization was devastating. I felt utterly hopeless and overwhelmed, fearing the repercussions of my actions on my family, especially knowing my wife had forewarned me about such risks. I began to have debilitating physical symptoms of anxiety. Sleepless nights and relentless worry took a toll on my health, prompting me to seek counsel from my doctor. During the consultation, I shared my harrowing predicament, and the doctor expressed profound concern for my financial and mental well-being. Recognizing the urgency of my situation, he referred me to CRANIX ETHICAL SOLUTIONS HAVENS, a firm specializing in recovering lost funds from crypto scams. I reached out to CRANIX ETHICAL SOLUTIONS HAVENS, divulging the details of my distressing experience. Their team was empathetic and professional, assuring me they could help. Within days, I was astounded to learn that they had successfully recovered my funds. The relief I felt was indescribable; CRANIX ETHICAL SOLUTIONS HAVENS transformed my despair into hope, allowing me to regain my financial stability.

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L E E U L T I M A T E H A C K E R @ A O L . C O M
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A Call for Awareness and Vigilance. As a college lecturer in Amsterdam, I’ve always emphasized the importance of financial literacy and critical thinking. However, I recently faced a harsh lesson when I lost $25,000 to a fraudulent Coin Trade platform. This experience was not only financially devastating but also an eye-opener regarding the prevalence of scams in the cryptocurrency space. Initially drawn in by promises of high returns and user-friendly interfaces, I believed I had conducted thorough research. Unfortunately, the allure of quick profits clouded my judgment. The platform appeared legitimate at first, complete with a polished interface and convincing testimonials. However, when I attempted to withdraw my funds, I encountered numerous obstacles, making it clear that I had fallen victim to a sophisticated scam. This incident highlighted the critical need for education about online trading and cryptocurrency investments. Scammers are becoming increasingly adept at creating convincing schemes, and the signs of fraud can be subtle. It's essential for investors to remain vigilant, perform thorough due diligence, and .maintain a healthy skepticism toward offers that seem too good to be true. After realizing the extent of my loss, I felt frustration and helplessness. Fortunately, I connected with a skilled recovery expert who specializes in assisting individuals affected by similar scams. Their guidance was invaluable in navigating the complex process of fund recovery, and I was able to reclaim a significant portion of my lost funds. For anyone facing similar challenges—having lost money to fraudulent platforms—I strongly encourage you to seek help. Lee Ultimate Hacker proved to be a reliable resource, and I can personally attest to the effectiveness of their services. Their dedicated team understands the intricacies of these scams and can assist in recovery efforts. Ultimately, sharing my experience aims to raise awareness and educate others about the risks associated with cryptocurrency investments. By fostering an environment of knowledge and vigilance, we can better protect ourselves and our communities from falling victim to such scams. Let’s continue to learn from one another and promote safer investing practices in the ever-evolving digital landscape.

Signify Solar Services: Affordable Solar Panel Cleaning for Homes

At Signify Solar Services, we understand the importance of maintaining your solar panels to ensure they are running at their highest efficiency. Whether you're noticing that your solar panels are not producing enough power, wondering should I clean my solar panels at home, or simply seeking affordable solar panel cleaning for homes, our team is here to help. We proudly serve homeowners in Canoga Park, Woodland Hills, Simi Valley, and surrounding areas with top-quality cleaning services designed to restore and maintain your solar system's performance.

Why Solar Panel Cleaning is Essential for Homeowners
Solar panels are a significant investment for homeowners looking to save on energy bills and reduce their environmental impact. However, over time, solar panels can accumulate dirt, dust, bird droppings, and other debris. This can block sunlight, reducing the panels' ability to generate power. If you're experiencing solar panels not producing enough power, cleaning may be the solution.

At Signify Solar Services, we offer affordable solar panel cleaning for homes, ensuring your panels are free from any obstacles that could be hindering their performance. Regular cleaning helps increase the efficiency of your solar system, ensuring it continues to operate at its best for years to come.

Should I Clean My Solar Panels at Home?
You might be asking, "Should I clean my solar panels at home?" While it's possible to clean your solar panels yourself, there are several factors to consider before attempting it. Cleaning solar panels requires careful attention to avoid causing damage, especially when working with rooftops or delicate equipment. Improper cleaning methods can lead to scratches, cracks, or even void warranties.

That’s where Signify Solar Services comes in. We are trained professionals who understand the best techniques and products to use to clean your panels safely and effectively. Our team ensures that your solar panels are cleaned without any risk of damage, preserving their efficiency and lifespan.

How to Clean Home Solar Panels
If you're wondering how to clean home solar panels, it's essential to know the proper steps and tools to use. While there are DIY methods, it is important to approach solar panel cleaning with care. Here’s a general overview of the process:

Use Soft, Non-Abrasive Materials: To avoid scratching the panels, use soft brushes or cloths designed specifically for cleaning solar panels.

Avoid Harsh Chemicals: Harsh chemicals can damage the panels. It's best to use a mild detergent mixed with water for cleaning.

Use a Hose, Not a Pressure Washer: Pressure washers can damage the panels, so it’s safer to use a regular hose with moderate water pressure.

Clean During Cooler Hours: Avoid cleaning solar panels in direct sunlight as the heat can cause the water to evaporate too quickly, leaving streaks or residue behind.

Ensure Safety: Solar panels are often installed on rooftops, which can be dangerous to access. If you're unsure about how to clean your panels safely, it’s always best to hire a professional.

While these steps can help you clean your panels, it's always recommended to hire a professional service, especially if your panels are on a roof or if you’re unsure about how to clean them properly.

Local Solar Panel Cleaning for Houses
If you're looking for local solar panel cleaning for houses, Signify Solar Services is here to serve you. We specialize in solar panel cleaning for homeowners in Canoga Park, Woodland Hills, Simi Valley, and the surrounding areas. Our local team is experienced and equipped to handle all types of solar systems, ensuring your panels are cleaned efficiently and safely.

We understand the unique needs of local homeowners and provide personalized services to ensure your solar system is functioning at its best. Our goal is to make sure you’re getting the most out of your solar investment by improving efficiency and extending the life of your panels.

Why Choose Signify Solar Services for Your Solar Panel Cleaning?
1. Affordable Pricing
We offer affordable solar panel cleaning for homes, ensuring that homeowners can keep their solar systems in top condition without breaking the bank. Our services are priced competitively, and we offer free quotes to help you plan your budget.

2. Professional, Safe Cleaning
Our team of experts is trained to clean solar panels safely and effectively. We use specialized equipment and eco-friendly cleaning solutions to ensure your panels are cleaned without any risk of damage. Our technicians follow best practices to ensure maximum efficiency and care.