Binary Options Trading Strategy – Best 60-Seconds Strategies

What stories can't be told right now?

This game like so many others in its category is more of a story-telling game than it is a challenging survival game. I don't mean it's not challenging, and I don't mean it's not survival-y. But those parts of it are reasonably elementary (as is the case with pretty much any survival game) and not gamey. Essentially, if you want to survive, it's not too hard to do that, the game degenerates to finding a way to not lose weight, and there's a few options there. Foraging, fish, farming and trapping let you do that. The other side is not dying to zombies, which in most cases is not hard either. Step one is don't be around zombies. Step two is if you are around them don't stop moving away from them. If you can do those two things, you're good. Nearly all of my deaths have come from moving towards a zombie when I could have moved away from it.
This isn't a bad thing, surviving like this is easy, but it's boring. This would be a problem if it was a survival game, but it's a story-telling game. You don't want to be sitting in the woods by a well eating worms, foraging berries, and making coleslaw for a few years. So people look for adventure, they want to go to the military base, they want to go to the mall, they want to collect outfits and decorate their new home, they want to build a base that they can invite the zombies into, they want to see how many they can run down in their car. These aren't survival elements, in fact they often run counter to a player's ability to survive. But they are stories.
By stories I don't mean scripted quests and NPCs. Players don't get to build those stories, they're externally enforced. I mean things like finding yourself caught in a blizzard on a trip to town and needing to find your way into shelter and finding an abandoned locked car that you need to break into just until the storm passes, so you need to break a window to get in, but the wind still whips in through the window so you need to put a plastic garbage bag over the broken window to seal it off from the elements. This is a little story, we're close to it, storms aren't such that temporary shelter is that useful, garbage bags can't be used to close a window with tape, there's no mechanic as far as I know for a car sheltering you from the weather more or less with a broken window (I might be wrong here). Then there's logistics like, would this ever work out? Because in the case that you are caught in a blizzard and aren't dressed appropriately, how likely is it you'd find a car, and how likely is it you'd have a garbage bag and tape? And will that tape be better used repairing a weapon? And how threatening would that storm actually be? If you were to have all of these things line up, would you as a player even know that it would be an option to repair the car window? Similarly, this isn't something that you could really have happen too frequently and still be a compelling story. If a normal part of your trip to town was sitting in a car on the way to avoid a blizzard every time you go to town, is that compelling story telling? Is it fun for the player?
But there are also a few things that are kind of close to your expectations, like there COULD be a story right there, if only something was a little different.
Things for me that are close, but miss the mark:
What do other people think?
Right now the game is pretty static once you understand it. You have a zombie population that scales and tops off at a certain density depending on your respawn and peak settings, you have a summer and a winter season where the winter affects availability of resources, you have temperature fluctuations, and now we have some weather. There is a helicopter event by default one time, and some meta events that generally cause local movements.
I think I'd like to see more effects that force the player to deal with a situation, with it typically being not hopeless, I think this gives more opportunities for stories. I'd like to see more non-zombie threats that can be overcome in various ways. Right now I feel the interactions are mostly binary. Either you get infected, or everything is trivial. It's actually pretty hard to die, short of letting yourself bleed out or poisoning yourself, if you just stay away from the hordes. On the other hand, one missed swing with the isometric cursor can be a death sentence.
submitted by zeidrich to projectzomboid [link] [comments]

Greed is Subtle

The morning alarm woke up Ghen. With an annoyed sigh, he stretched out his arm and silenced the foul-sounding chirps. Slowly sitting up in bed, he let out a deep yawn and got to his feet.
Running a couple of chitinous fingers along his antennae to stimulate them to life, he made his bed and then went to his closet. Today was a work day, so he needed his suit. Once the pants were on, he stretched out his wings so that he could button up the shirt, then relaxing them once all the buttons were secured.
Dressing for the day was done, now for the morning meal. Entering his kitchen, he took out the chilled leftovers of the evening meal last night and popped it into the radiator, first defrosting and then slightly cooking it.
During that process, he also fished out a ceramic cup and placed it in his brewer, serving himself some synthesized caffeine. His idle thought led him to being amused that, when eaten directly off a plant, it has a concentration that could kill him three times over. But after going through some refinement and roasting, all it does is make him hyper.
Once the meal was put together, his plate of heated leftovers and a cup of almost-piping-hot cup of Xia's, he took his time to enjoy it. His communicator vibrated. When he looked, he found it was from his boss.
"Hello?" Ghen answered.
"Ghen, the meeting's been moved up to a few minutes from now." His boss, Xkik, announced. "Apparently higher up has something important they want to say. We have a terminal ready for you, I'll message the login details."
"Wha-, what's so important?" Ghen asked in bewilderment. "Did a water line rupture or something?"
"No, nothing like that." Xkik replied with a slight chuckle. "It's actually about the rumors we've been hearing. That human corporation wanting to acquire us? That's what they're talking about."
Ghen could feel everything inside his thorax drop to the floor. "That must mean it's true then, right? Did we get sold off by the Queen to this company then?"
"Show up to the meeting and you'll get your answer." Xkik said simply. When he finished, Ghen got the notification on his communicator. There's the login details, allowing him to remotely attend the meeting. "They're about to start, hurry up."
Once Xkik disconnected, Ghen worked fast to login and set up the remote viewing. Once everything was done, his screen started transmitting the meeting room. It was already packed. And off by the main board, he saw his answer. There was a human, resting against the wall on his two legs. Standing right in the center of everyone's view was the coordinator, Tizx, watching the clock periodically.
As soon as the meeting's start time was reached, the coordinator began. "Alright everyone. I realize that this was rather short notice, so I want to say how appreciative I am that you made it. Now then, let's just get right to it. For some time now, many of you have been hearing rumors that a human corporation has been interested in us. Why? We never really knew. We're just an organization responsible for finding, extracting and providing water to the colony here all under the direction of the Queen herself. Well, as of now, I have the answer for you. Why don't I let Ryan say that?"
Stepping back, Tizx motioned for the human, Ryan, to take over. With a nod, Ryan practically bounced over and then took the position. "Good morning to you all. I hope my Zazk is passable, heh. Anyways, the answer to those rumors, is yes. Terran Galactic Company is indeed interested in you all. Which now leads to me. I'm here to announce that, effective yesterday evening, this water company is now a subsidiary of Terran Galactic Company, under the name of Zilia Water Delivery."
Many other sub-coordinators broke into hushed conversation, no doubt speaking their thoughts with each other about this move. Ghen could only wonder if this was even a good thing. What will the humans do? Will he still have his job? Will he have to learn how to deal with the ruthless humans?
"Now, I am well aware this is quite the...uh, change." Ryan continued. "That's why I'm happy to inform you that, no, nothing negative or detrimental will happen to you. You just have new people to answer to. Operations will continue as normal, everybody here will still keep their jobs. The only real change any of you will personally experience is that Coordinator Tizx here will now report to someone else. On behalf of the Terran Galactic Company, we are extremely excited and are looking forward to working with you all. Thank you for your time."
A week later.
At least Ryan wasn't lying. After the initial shock wore off, things went back as they normally did. There were no terminations, no reductions in annual pay or anything. Nothing really changed. At least until this new meeting was called. Ghen was at the worksite this time, so he took his seat and watched as, once again, Ryan led the meeting.
"Hello again, everyone!" He said cheerfully, his Zazk noticeably improved. "I hope I didn't end up looking like a liar, right? Everything's still normal, all that?"
All the zazk in the room confirmed, providing comments to their pleasant surprise as well as lingering thoughts.
"Awesome! Awesome." Ryan said jubilantly, his fleshy mouth revealing his bone-white teeth. "Now then, you're probably wondering why I'm here again, right? Well, I got another fantastic piece of news for you all! Two, actually. I'll start with the first: Zilia Water Delivery has just completed its IPO. The company is now publicly traded!"
Ghen and the others voiced their confusion, having no idea what in the name of the Queen Ryan was talking about. What was Ryan talking about? What's an IPO? And why exactly is being publicly traded such a significant thing?
"Oh, you guys don't know any of that?" Ryan asked in surprised confusion. After everybody confirmed, he let out a quick huff as he began his explanation. "Well, to begin, IPO is short for Initial Public Offering. Basically what that means is that, before today, Zilia was privately held. Only certain individuals could buy and sell shares here. But now that we're public? Literally anyone can buy and sell shares in the company, hence us being publicly traded."
"Uh, what's a share?" Ghen asked, still completely lost.
"Oh, boy..." Ryan muttered under his breath before returning to his peppy image. "To simply put it, a share is short for having a share of ownership in a company. When you buy a share, you're buying a piece of ownership, and when you sell, you're selling that amount."
"So wait...if someone buys a share, they're a co-owner then?" One of the other team coordinators asked.
"If they get enough, yeah." Ryan nodded. "You need a lot though, and that really depends on the company. If I had to give an answer though? I'd say usually you need to have a lot more shares than a lot of people combined to be officially a co-owner, but we call that being a majority shareholder."
"And how do we do that?" Ghen asked, now growing curious but still not understanding why such a concept exists.
"Simple. Buy shares." Ryan said simply. "And that leads into the second piece of awesome news. Zilia's corporate has a product in mind, a premium-package of water delivery. Instead of the usual water that you pump out, filter and ensure its potable before delivery, with the premium package, not only will you get that, but you'll also get all of the required nutrients and vitamins the zazk body requires! And they feel you guys have the best expertise and understanding to pull it off! So, here's what we're offering as a good-faith bonus: A 25% increase to your annual salary as well as being given stock options."
Ghen wasn't sure about the second part, but the salary definitely got his attention, as well as everyone else's. Although his job was considered to have a good pay, Ghen isn't going to say no to a higher salary. In fact, he's been focusing his work on getting a promotion so he can come home with even more credits in pocket.
"What do you mean by stock options?" Ghen asked after some time.
Ryan let out that smile again, the one that revealed his teeth. "If you choose to transfer over to the new group, you'll be provided 50,000 shares in Zilia itself. Why's that awesome? Let me walk you through it. Right now, our last closing price per share was 3.02 credits. And if you have 50,000 shares during that time, you're sitting on 151,000 credits, if you cash it out immediately."
"And why shouldn't we?" One of the coordinators demanded in an ambiguous tone.
"Because the price per share changes a lot." Ryan explained promptly. "When we got done with the IPO? It closed at 2.73 a share. Right now? My money's on the closing price being 2.99 a share. However, we are extremely confident in this premium package being successful. If it does? Well, my bet is that the share price will skyrocket to 3.12 a share. If you hold those shares and the price gets to what my bet was? You'll instead get 156,000 credits. Just by holding onto them, you just made an additional 5,000 credits!"
"And what if we have more shares?" Ghen questioned, now getting excited at the prospect of free money.
"Even more money!" Ryan laughed a bit. "And don't forget about dividends, but that's for another time. The premium group is gearing up right now, we just need the workforce. If any of you wants in, I'll be back tomorrow with all the forms needed to make it official. Take the day and tonight to think it over, yeah?"
Everything else melted into a blur. Ghen was practically on autopilot that whole day. Was this the secret to the humans' incredibly massive economy? How so many of them have amassed so much money out of nowhere? All you had to do was just buy this share out of a company and you get more money without even working?
As soon as he got home, Ghen knew what he was going to do during the night. After feverishly looking through the galnet, now having the human race connected to it, he looked and gathered up as many books that were translated into zazk as he could find, all talking about the human economic system. The last time he undertook such an intensive study was during his primary education phase.
And during his search, he even found forums on the galnet that were completely dedicated to the human's economy. All of them talking about strategies on what company, or stock, to pick. How to analyze a company's performance to determine if it was worth the money, or it had potential to grow over time. And that was when he discovered the humans found another method to the extremely simple buying and selling process. There were humans and some other immigrated aliens who made five times what Ghen could receive over a simple month just by watching the share prices during trading hours, and then buying and selling them at the proper times.
Ghen's mind was just absolutely flabbergasted. He thought it was just some strange concept only aliens could make, but no, not with the humans. They've practically made their economy into an art or a science. No, not even their economy. Everything. If humans can see a way to make money off of it, they'll do it. And if there isn't, they'll look for a way.
Healthcare was monetized. Galnet services, transportation, shopping at the store, they even made all of their utilities into profit-oriented companies.
And it was there that Ghen paused, the realization slamming into him. Everything was monetized. Which means, if you don't have the money for it, you're not getting it. Right? Are the humans truly that ruthless? So obsessed with making money? To the point that they're willing to deprive their own people of the absolute necessities if it's a source of credits?
Ghen let out a scoff. There's no way. Nobody is that cruel and callous. He's never been to the United Nations. He can't rely on what a bunch of random people on the galnet says. He decided that from here on out, he'll only go as far as saying that humans are a little obsessed with credits, nothing more.
...
There he was. Ryan, sitting in the office provided to him. And there was a rather large line leading to him. Looks like word got around. Although, the line wasn't as large as he expected it to be. Maybe the others thought it was just a ruse? That there's no such thing as making free money by spending it on such a made-up concept?
Ghen only knows that, if it is a ruse, it's an extremely elaborate one, where all of the humans are in on it. And he believes that's just extremely ridiculous. At the end, if he's unsure, he'll just take the transfer for the very real increase in his very real salary. And although he spent a very good chunk of the night reading up on how humans do things, he's still going to play it smart. He'll leave his 50,000 shares alone and see where it goes from there.
"Good morning sir." Ryan greeted warmly once Ghen took his seat. "Now, name please?"
"Ghen." He answered, barely keeping his nerves down.
"Alright...and what's your position at this location?" Ryan questioned after scribbling on his form.
"I monitor the pumping stations near the extraction sites." Ghen explained, staying on point. "To be more specific, I check to see if they're in need of maintenance, as well as reading the flow rate that's determined by the calculators installed there. If there's too little for what's needed, I pump out more. And if there's too much, I pull it back a little."
"Nice...and how long have you been doing it for?" Ryan complimented with a nod.
"As of tomorrow, ten years." Ghen replied, voice quickly changing to minor awe once he realized that fact.
"Excellent. Do you have anyone in mind you'd like to replace you here?" Ryan questioned after another scribble. "If you don't have anyone, you're free to say so."
Ghen took a moment to think it over. A bunch of names went through his mind, but one stuck with him. "Tilik. He's just been accepted here, but he's learned quickly. Very attentive and he always catches something subtle. I think he'll do really well in my position, even better actually."
"Tilik, really?" Ryan questioned with a little shock, going through his completed forms. Ghen felt a short sense of panic in him. Did something happen, or was Tilik actually transferring? His answer didn't take long to reveal itself. "Right, Tilik was actually one of the first people to want to transfer here. He's actually requested to be part of the testing teams specifically. Do you have a second choice?"
"Um...no, actually." Ghen replied, feeling a little ashamed. "Tilik was my only choice, to be honest."
"Hey, don't worry." Ryan said assuringly with his hands raised. "Nothing wrong with that. Sometimes, there's just nobody up to snuff, right? 'Kay, so, last question. Is there anything specific you'd like to do when given the transfer?"
"If you need someone monitoring new pumps, I'd be happy to do that." Ghen stated.
"So basically same job but with better payoff, am I right?" Ryan grinned. "I hear you. Sometimes, we're just not paid enough for what we're doing. I know I think that sometimes. Uh, our secret, yeah?"
"Yeah, our secret." Ghen nodded, thinking it'd be better to have friendly relations with the human, just in case.
"Awesome. Back on topic, that's it." Ryan announced, placing the form on his pile. "We'll give you a call when you're accepted."
"Oh, uh, that's it?" Ghen questioned with a shrug in shocked surprise.
"What, expecting a question like, why do you want to transfer?" Ryan chuckled a bit as he leaned in his seat. "You can bullshit all you want, but we both know the answer. Sweet money and stock options. Not saying that's a bad answer of course, just that it's pretty obvious."
"I suppose it is." Ghen commented, realizing the point. "Also, you mentioned this...dividend? Is that for Zilia shares?"
Ryan laughed a little bit before nodding. "Yep, announced before I came here. About 0.43 per share. Want to know why that's awesome? Instead of waiting for the proper price to cash out your shares, now? The company pays you for each share you hold."
"A...Are you serious?" Ghen demanded, flabbergasted.
Ryan nodded with his now-trademark grin. "Dead serious. If you get the transfer, and get those 50,000 shares? A little head math...right, if you hold onto those, in addition to your salary, you'll now annually be paid 21,500 credits, if you keep it at 50,000 shares. Only you can decide to sell or buy shares."
Ghen just stood there silent and motionless, no idea of whether to believe it or not, to which Ryan just laughed. Once he walked out of the room, he managed to snap back to reality. Again, just focus on the very real pay-raise. He'll deal with the other parts later.
After he returned to his spot, he spotted Tizx approaching by his desk. The coordinator seems to be as casual as always.
"I saw you in that line a bit ago, Ghen." He said as he leaned on the desk. "Guess you're really taking that human's word?"
"I mean, I don't know about all this share business or what not." Ghen began with a shrug, his tone sounding a little defensive. "But I mean, having a bigger salary? Course I'm going for it when I can. And if all this magic credits turn out to be real? You realize we can live like the royal servants, right? Get the best cars, the nicest food and all that?"
"I'd be very careful, Ghen." Tizx warned in a sudden shift in tone. "Don't trust those humans. The way they just...obsess over money? Come up with more and more insane ways of getting credits? I don't know, it just makes my wings twitch."
"You think this is a bad idea?" Ghen asked with a little surprise at the change-in-demeanor.
"I think you should be careful, with the humans, and with what you're saying." Tizx replied, straightening his posture. "I wouldn't put it past those Earthmen to backstab you if it gets them a few more credits. And we all know how the royal servants get if any of us lowly commoners start thinking we can break into their circle."
"I hear you, I'll be on my guard, promise." Ghen stated with a nod. With a confirming nod of his own, Tizx returned back to his duty, walking past Ghen's desk.
Several weeks later.
Everything became so much better. Ghen got the transfer. He didn't need to relocate to a new residence either. And after he was walked through into learning how to manage his stock account, and seeing that new form of payment in his hands, he already felt as though he made the best decision. But it was only when he decided to take those shares more seriously that he became privy to what he was given. After receiving the dividend payment, and actually seeing it was real, valid credits after transferring it to his main bank account, all he could describe was the most powerful high he ever felt.
While his first thoughts were to buy himself a royalty-class car, some nicer furnishings for his home, or even a better home entirely, he ended up going the smarter route.
After going back to his stock account, he discovered that Zilia's shares rose to about 3.22 credits in price. Knowing that this was the easiest money he could ever make, he took all of his dividend earnings and bought more shares in Zilia, bringing him to owning 56,891.
And from his new regional coordinator, a human named Dylan, tomorrow is the grand release of the premium package. For just a monthly rate of 14.99 credits, the tap water will now include a sizeable portion of all nutrients and vitamins required in the zazk physiology. Still, Ghen has to admit. He's not entirely sure why anybody would want such a thing, if they'd even go for it. But, as long as he's practically swimming in easy credits, he won't pay much attention to it.
And just like when he was intensively studying the basics of how the human economy worked, he barely got any sleep. His mind was constantly thinking about the things he would buy. Or rather, what other stocks to put his credits into. Even now he can still hardly believe it. Just spend your money on some, make-believe thing and, if you wait long enough and picked the right stock, you'll get more than you spent back?
His mind even wandered onto what human colonies, or even their homeworld, Earth, was like. If everybody was making so much money, what kind of things would they offer? What kind of ridiculous service or product or item can you get? He's even debating on joining some forum and just asking around. Explain how he's new to how humans do things and was wondering what he should expect if he's successful.
By the time he felt like he can go to sleep, the binary-stars of the system were rising from the horizon. After getting out of his bed and changing to clean clothes, his mind returned onto what-ifs.
What if he bought better clothes? He's had his eye on that human brand of luxury clothes, Tessuti di Venezia, that's been all the rage amongst the royal servants. Or maybe he can go on vacation and just check out Earth for real?
It was a short ride to his workplace from his home. After getting stuff his stuff and preparing to walk through the doors, he heard the roar of a car grow louder. When he looked, he saw the sleekest and quite possibly the coolest looking car he's ever seen. Each time the engine revved it would startle him, both from how harsh it sounded as well as just how intense it sounded. And after it parked, he saw the doors pop out and then slide along the body back. And there, he saw Tilik, the seat literally turning and extending out a bit before he got off.
As soon as he saw Ghen staring, he struck a rather prideful pose after putting on his lab coat and then sauntered over to Ghen.
"What do you think?" Tilik said, without any doubt inviting praise or compliments.
"D...Did you actually buy that?" Ghen asked, unable to tear his eyes away from the car.
"You're Queens-damn right I did!" Tilik laughed happily. "Thing takes off like a starship, has temperature-controlled seating, all-in-one center console, barely any bouncing on rough roads. Hoof, best decision I've ever made!"
"How much did that thing cost?" Ghen asked after letting out an incredulous laugh.
"Five million credits." Tilik replied, earning an absolutely shocked stare from Ghen. "And thanks to the incredible salary I have, in addition to all these shares and dividends, I'll pay back the credits I borrowed in no time!"
Ghen needed a few moments before he could speak again. "All I've been doing is buying more shares."
Tilik laughed and then patted the now-envious monitor's back. "Smart man. I got a little carried away, yeah, but not anymore. Any spending credits I got, going right back to investing. That's what it's called right, investing?"
"Yeah, it is." Ghen nodded, feeling a fire light up in his thorax. "And also? Today's the day that the premium water thing is being released. Here's hoping it starts out well, right?"
"Oh it will, trust me." Tilik chuckled as they both began making their way inside the workplace. "Lots of research, lots of study. By the Queen, so much of it...it'll make your head spin."
And after hearing that, Ghen had a moment of realization. "Hey, Tilik? How did you get such a nice position anyways? Weren't you just studying under me before the humans came along?"
Tilik let out a sigh after opening the door. "I'll be honest, I never wanted your job. Not because it's boring or terrible, just...I didn't suffer so many sleepless nights in the science academy just to be a glorified button pusher. This is what I've always wanted. Doing science, solving problems rather than just applying the solution, you know?"
"Wait, you got an academic certificate?" Ghen questioned, completely floored. "How did you end up beneath me then? I should've been answering to you!"
"Simple." Tilik gave a heavier sigh. "A royal servant was asking for the same job I was. Take a guess at who got it."
"Ouch. Good thing the humans came along when they did, yeah?" Ghen was taken aback. He never heard anything about a servant taking a job at his place. "Looks like you're proving yourself to be well suited."
"By the Queen, of course I am." Tilik nodded. "Like I said, I nearly broke my wings through so many nights, got certified top of my class, all just to get pushed to the dirt because someone who was born into a particular family wanted the same thing I did? I know I'm smarter than any of those empty-skull servants back in the Center. I know that, whatever, uh...corporate? Yeah, whatever corporate wants out of science, I will xeek give it to them."
"Well, let me know how things go in the lab." Ghen said, admiring his drive as they neared the main office floor. "Because this is where the button pusher needs to go."
Tilik let out a laugh as he nodded. "Hey, how about we meet up at Queen's Fine Eatery tonight. I'll pay, yeah?"
Ghen, at first, wanted to admonish him for choosing such an outrageously expensive place to go. But he quickly realized that, he truly is good for it, thanks to the humans. "Well, hey, if you're paying for it."
...
It was a fantastic opening. After being told what news sites to keep in mind for stocks, he first heard it from Dylan, and then got more detail on Business Today. There was such a massive demand right from the start that Zilia needs to increase extraction just to meet it. But what really got his attention was the effect it had. Zilia Water Delivery's share price just blasted off. After seemingly holding steady at about 3.15, by the time he got home and logged onto his account, it already reached 7.04 a share. The calculator on his account told him that he got a value-gain of 54.26%.
Never in his entire life had he felt such...joy. With all of the shares he currently has? He's sitting at 400,512.64 credits. He knows that it is woefully pathetic compared to what the royal servants have just in their pockets, but the fact that he has such money, just by owning some intangible concept? Why even work at Zilia? Why doesn't he just sit at home, figure out what companies to invest in and make his money that way?
What's even the point in working a real job, getting a pathetic pay when you can just take the money you have, determine where to spend it, and get triple back? All just sitting on your wings at home, researching?
He was so wrapped up in his excited high that he completely forgot he was going to meet Tilik at Queen's. After quickly and haphazardly putting on his nicer clothes, he got to the place only a few minutes late.
Tilik was there by the guide, no doubt having been waiting for him. As soon as he strode up, Tilik's wings stiffned out some. No doubt he must've seen the numbers as well.
"I can see your wings, Ghen." Tilik began with an excited chuckle. "Made some serious credits?"
Ghen let out an incredulous scoff, struggling to find the words for a moment. "Incredible. All I'm going to say."
"Likewise." Tilik chortled some before nodding to the table guide. "All here. Table please?"
"Right this way, sir." The guide said politely. It was a short walk, travelling between round tables. The vast majority were populated by zazk, but Ghen was surprised at seeing a few humans here as well. No doubt corporate workers checking out the local food. He did spot them having bowls filled with some kind of mass. Some were brown, others white with what looks to be black specks on them.
They arrived at their table. A rather nice one, affording a view out the windows into the busy colony streets. Once Tilik and Ghen settled in, the guide handed out the menus.
"May I suggest our rather popular option for tonight?" The guide began. "Human ice-cream. Ingredients sourced from Earth itself. Very cold, but incredibly sweet, and coming in many flavors. The most popular amongst us is called vanilla-bean. The vanilla itself soaks in the cream for much of the process, and then the innards sprinkled on top of it near the end. Rumor has it that the Queen herself has demanded personal shipments of such a treat straight from the home of vanilla, an island on Earth named Madagascar."
Ghen didn't even spare a single thought. "Vanilla bean ice cream then, please."
"Same." Tilik seconded when the guide glanced to him. With a slight bow, the guide proceeded to ferry their orders to the kitchen. Thankfully it was just a short wait before the guide returned, carrying a large plate containing bowls of ice cream. Ghen could feel the saliva on his mandibles as the bowl was placed before them. He could just feel the cold air around that glistening mass of sugary goodness. The white snow decorated with the black dots of vanilla bean.
Once the guide left them, Tilik and Ghen both dived in at the same time. As soon as the ice cream entered his mouth, touched his tongue, he exploded in incomprehensible bliss. The sweetness, the smooth and creamy mass, even the taste of vanilla he wasn't sure about was just absolutely delightful. It was so overwhelming that his entire body limped, slumping in his seat as he was forced to ride on the surging tide of joy and happiness sweeping over him.
Tilik was no different. He too was taken completely by the effects of the ice cream, his wings fluttering some against the seat. Ghen could hear some noise. It was the humans they passed by. They were chuckling, grinning, and glancing over at them discreetly. Unlike the two zazk, the humans seemingly just enjoyed the ice cream as if it was just another nice dessert to them. Or perhaps they couldn't allow themselves to succumb to the high?
And as soon as the wave of indescribable bliss and happiness subsided, Ghen knew. He just knew. This was the life. He wanted this. The ice cream was just the beginning. So many things denied because he didn't have the credits, or worse, not the blood. Because he was just a drone in the great Collective, even if he had the credits, he wasn't allowed because of what caste he was born in. That fire that sparked in him when he saw Tilik's new car? It exploded into a raging firestorm.
And when looking into Tilik's eyes, Ghen could see the same. He was on the same page as Ghen was. Both of them were sold. They have the credits. And the humans? If you can pay for it, they'll never discriminate. All they cared about is if you have the money.
And by the Queen, Ghen and Tilik will endeavor to amass as much credits as physically possible.
The rest of the night faded into a blur. A blur that evokes only one thing. Bliss. It was only when he walked through the door of his pathetic hut that Ghen's mind snapped back to focus. His mandibles felt sticky. And he felt a weight in his stomach. How much ice cream did he eat? Whatever it was, he ate such volume that the lower-section of his throax extended and rounded out, visible even under his shirt. He felt something odd in his pocket. It was a receipt. 43,000 credits for ten bowls of vanilla bean ice cream. Was that ten bowls for both of them? Or individually? Ghen didn't care. He's good for it.
Returning back to his calculator, he acted upon the decision that he had made at that eatery. He's acquiring as many books about investing and stock trading as he could find, frequent and study all the discussions and arguments presented by other like-minded individuals such as he, all to ensure he can live the good life. And he had a very good feeling Tilik was doing the exact same thing.
Well, first, the gurgling in his stomach, as well as the feeling of something rising demanded his attention. Looks like he'll need to take the night off to let his stomach get back to normal.
Three Years Later.
Ghen looked out beyond the horizon, seeing the colony that he grew up in. On the far side was where his old house was. With only a simple robe on, made from the finest silk from Earth's nation-state of China, he relaxed in his seat.
It was a long road. Stockpiling credits from pre-existing investments and from subsequent pays, he and Tilik made it. From having only half a million in assets and cash, now transformed to over eight-hundred million. And now, his call contracts on American Interstellar? They've just announced a breakthrough in their next generation of warp drives, reducing the speed coefficient even further, resulting in far faster travel. And with that, their stock price climbed sharply.
Another hundred million credits in the bank. Soon, very soon, he and Tilik are about to become the galaxy's first zazk billionares. But that's not enough. There are many humans who are billionares. Only those he can count on one hand are considered trillionares. He's going to break into that circle. He and Tilik.
Looking beyond the colony, he saw the abandoned building of the workplace he transferred to when the humans arrived. Turns out, the reason for such a high demand was that the humans also slipped in sugar to the tap water. As soon as that broke, many influential royal servants demanded investigations and outright banning of Terran Galactic Company's influence over the former government division. Zilia's stock price plummeted. But thanks to an advance tip from his human coordinator, Dylan, he and Tilik made a put contract. And that's where they struck gold, as the human saying goes.
Dylan warned that if they were citizens of the United Nations, they'd be investigated and convicted for insider trading. But, since they weren't, and the Collective were only just introduced to capitalism, there's no risk at all. Now the colony is going through a withdrawal phase, Zilia has been dissolved and reformed back as a government division and are currently at work re-establishing the standard, plain water delivery.
"Well, shit." Tilik muttered as he walked up to Ghen's side, taking well to human speech. "Looks like you win. American Interstellar's announcement really was a good thing. There goes a million credits. Ah well, the Royal Shipyards will make it back for me soon."
"Oh? Did they just go corporate?" Ghen asked curiously, glancing to Tilik.
"Hell yeah they did." Tilik chuckled, sitting down. "Queen and her retard servants fought it hard, but Royal Shipyards is now officially a human-style corporation. And, to a surprise to all the xenophobes in the galaxy, they're already being offered contracts for ship production. That'll raise the stock price pretty good."
"What's that human word...?" Ghen muttered, already having a reply in mind. "Dick? Yeah, calls or suck my dick, Tilik."
Tilik roared in laughter. "Already made them. Forty credits a share by this day next month."
"I have half a mind to go thirty." Ghen chuckled. "Either way, until then, I heard from Dylan that he knows a guy who knows several prime human women who happen to be into zazk."
"You're interested in women?" Tilik said as his wings fluttered. "With how often you tell me to suck you off, I'd have thought differently."
"Oh, I always thought it was you who was into men." Ghen responded dryly. "Just wanted to be a good friend, you know? Considering how you never seem to make it past, Hey sweet thing, I'm rich you know."
"Oh, go fuck yourself." Tilik countered with a little laugh. After he stopped, wings stiffened, he looked to Ghen. "So, know any royal servants we can put the squeeze on for more revenue streams?"
"I got just the one." Ghen nodded, sitting up. "Fzik. He's been fighting to control the ice cream trade. Worried it's a corrupting influence. Got done talking with the human CEO of Nestle earlier. If we clear the way, he'll know how to squeeze a little more gains in stock price when he makes the announcement."
Tilik's wings stiffened even more, signaling his approval. "Alright, time to throw some credits around, yeah?"
AN: Sorry for the period of no updates. College is starting up, lots of stuff to clear and work out. Not sure why but I just got a bug up my butt about incorporating money and the stock market into a short. Here it is. Sorry if it seems abrupt, character limit fast approaching. Let me know how you guys think about it!
submitted by SynthoStellar to HFY [link] [comments]

Retard Bot Update 2: What is there to show for six months of work?

Retard Bot Update 2: What is there to show for six months of work?
What is there to show? Not shit, that's why I made this pretty 4K desktop background instead:
4K
On the real: I've been developing this project like 6 months now, what's up? Where's that video update I promised, showing off the Bot Builder? Is an end in sight?
Yes sort of. I back-tested 6 months of data at over 21% on a net SPY-neutral, six month span of time (with similar results on a 16 year span) including 2 bear, 2 bull, 2 crab months. But that's not good enough to be sure / reliable. I had gotten so focused on keeping the project pretty and making a video update that I was putting off major, breaking changes that I needed to make. The best quant fund ever made, the Medallion fund, was once capable of roughly 60% per year consistently, but in Retard Bot's case 1.5% compounded weekly. "But I make 60% on one yolo" sure whatever, can you do it again every year, with 100% of your capital, where failure means losing everything? If you could, you'd be loading your Lambo onto your Yacht right now instead of reading this autistic shit.

The End Goal

1.5% compounded weekly average is $25K -> $57M in 10 years, securing a fairly comfortable retirement for your wife's boyfriend. It's a stupidly ambitious goal. My strategy to pull it off is actually pretty simple. If you look at charts for the best performing stocks over the past 10 years, you'll find that good companies move in the same general trajectory more often than they don't. This means the stock market moves with momentum. I developed a simple equation to conservatively predict good companies movements one week into the future by hand, and made 100%+ returns 3 weeks in a row. Doing the math took time, and I realized a computer could do much more complex math, on every stock, much more efficiently, so I developed a bot and it did 100% for 3 consecutive weeks, buying calls in a bull-market.
See the problem there? The returns were good but they were based on a biased model. The model would pick the most efficient plays on the market if it didn't take a severe downturn. But if it did, the strategy would stop working. I needed to extrapolate my strategy into a multi-model approach that could profit on momentum during all different types of market movement. And so I bought 16 years of option chain data and started studying the concept of momentum based quantitative analysis. As I spent more and more weeks thinking about it, I identified more aspects of the problem and more ways to solve it. But no matter how I might think to design algorithms to fundamentally achieve a quantitative approach, I knew that my arbitrary weights and variables and values and decisions could not possibly be the best ones.

Why Retard Bot Might Work

So I approached the problem from all angles, every conceivable way to glean reliably useful quantitative information about a stock's movement and combine it all into a single outcome of trade decisions, and every variable, every decision, every model was a fluid variable that machine learning, via the process of Evolution could randomly mutate until perfection. And in doing so, I had to fundamentally avoid any method of testing my results that could be based on a bias. For example, just because a strategy back-tests at 40% consistent yearly returns on the past 16 years of market movement doesn't mean it would do so for the next 16 years, since the market could completely end its bull-run and spend the next 16 years falling. Improbable, but for a strategy outcome that can be trusted to perform consistently, we have to assume nothing.
So that's how Retard Bot works. It assumes absolutely nothing about anything that can't be proven as a fundamental, statistical truth. It uses rigorous machine learning to develop fundamental concepts into reliable, fine tuned decision layers that make models which are controlled by a market-environment-aware Genius layer that allocates resources accordingly, and ultimately through a very complex 18 step process of iterative ML produces a top contender through the process of Evolution, avoiding all possible bias. And then it starts over and does it again, and again, continuing for eternity, recording improved models when it discovers them.

The Current Development Phase

Or... That's how it would work, in theory, if my program wasn't severely limited by the inadequate infrastructure I built it with. When I bought 16 years of data, 2TB compressed to its most efficient binary representation, I thought I could use a traditional database like MongoDB to store and load the option chains. It's way too slow. So here's where I've ended up this past week:
It was time to rip off the bandaid and rebuild some performance infrastructure (the database and decision stack) that was seriously holding me back from testing the project properly. Using MongoDB, which has to pack and unpack data up and down the 7 layer OSI model, it took an hour to test one model for one year. I need to test millions of models for 16 years, thousands of times over.
I knew how to do that, so instead of focusing on keeping things stable so I could show you guys some pretty graphs n shit, I broke down the beast and started rebuilding with a pure memory caching approach that will load the options chains thousands of times faster than MongoDB queries. And instead of running one model, one decision layer at a time on the CPU, the new GPU accelerated decision stack design will let me run hundreds of decision layers on millions of models in a handful of milliseconds. Many, many orders of magnitude better performance, and I can finally make the project as powerful as it was supposed to be.
I'm confident that with these upgrades, I'll be able to hit the goal of 60% consistent returns per year. I'll work this goddamn problem for a year if I have to. I have, in the process of trying to become an entrepreneur, planned project after project and given up half way through when it got too hard, or a partner quit, or someone else launched something better. I will not give up on this one, if it takes the rest of the year or five more.
But I don't think it'll come to that. Even with the 20% I've already achieved, if I can demonstrate that in live trading, that's already really good, so there's not really any risk of real failure at this point. But I will, regardless, finish developing the vision I have for Retard Bot and Bidrate Renaissance before I'm satisfied.

Tl;Dr

https://preview.redd.it/0plnnpkw5um51.png?width=3840&format=png&auto=webp&s=338edc893f4faadffabb5418772c9b250f488336
submitted by o_ohi to retard_bot [link] [comments]

Big ol' post. How I went about researching top surgery (and to some degree, my identity), therapy, experience with parents, early life and signs, etc. I found personal accounts to be helpful when I was starting to look into things, so here's my contribution.

My therapist keeps telling me that it's good for people to know what's possible, both bad and good. I've been lucky in a lot of areas and I didn't want to post about it because I don't want people to feel bad. But she keeps telling me that hope is an important tool for people so, if this is upsetting, blame her lol.
First some context and personal info about me. I'm nonbinary, but I lean and present masculine. I'm not on hormones. After wanting it for roughly 15 years, I got top surgery this year at the ripe old age of 29 (kidding about being old--sort of. I think this sub tends to skew pretty young, so I feel old compared to a lot of you lol).
I am so sorry about the length of this. I tried to break it down into chunks so if you want to skip headers you can.
Quick TL;DR Timeline:

Early Stuff

Until ~puberty~ and the dreaded body changes, gender was largely not something I thought about. I knew people tended to fit someone into either male or female, and I knew people viewed me as female and treated me as such, but it's not something I felt strongly about for myself at all. Puberty wound up sending me into a bit of an existential crisis. I hated my breasts. I hated how they made my shirts fit weird, I hated how people treated me differently if they were sort of on display, I constantly felt like I was smuggling a pair of grapefruits around.
My grandmother was diagnosed with breast cancer when she was 50, and had a mastectomy. I was like, holy shit? I WISH I WOULD GET BREAST CANCER SO THEY'D HAVE TO CUT OFF MY BOOBS! Yes, in retrospect, holy fuck that is an awful way to go about it. At the time I didn't know you could just like... get surgery. My only experiences with surgery were emergency situations, so I thought something had to be immediately, grievously, life-threateningly wrong in order to get surgery.
So I carried that ungodly wish around for a good several years. Yikes.
At the time I also hadn't heard of the term "nonbinary" and it was also really eating at me. "Woman" absolutely felt wrong, but "Man" didn't quite feel right either. I used to joke about feeling like a shapeless amoeba and being happy like that. But there was no way that was valid... right?? Obviously I was wrong, I found out about different gender identities and was much happier in that regard.
It may sound weird or look the same on the outside, but a lot of my masculine traits and tendencies are less about actually being masculine but really more about being less feminine. I know it looks the same from the outside but internally, it was an important distinction for me.
Still hated having boobs, tho.

Parents??

This is one of the areas I really lucked out on, and the biggest thing I didn't want people to feel bad about. When it comes to my identity (and unrelated to this but my sexuality as well) my parents have been, well, remarkably chill.
My dad has always been tuned into my social media, so he already knew everything and ultimately was the one who was like "what are you waiting for? Schedule an appointment already!" I had to bring him to a therapy appointment once to talk about surgery strategy, and he basically said "parents who can't support their kids unconditionally shouldn't be parents" without missing a beat so that was nice. Otherwise he basically just lets me take the lead. Let him know what I need from him, and he'll do it.
My mom I was definitely more worried about, though it turned out to be pretty unfounded. My mom and I haven't had the greatest history. It basically boils down to a clash in personalities. I was a pretty shy kid, she was always pushy about it, and neither of us handled my Moody Teenager-ness well. Things have improved a lot since I became an adult and since I started antidepressant/antianxiety meds. I also had to bring her to a therapy appointment to talk about surgery recovery strategy, where it turns out she always knew about my identity in some way, she was just waiting for me to tell her myself. And then she was all hands on deck. She checked in with me after every pre-op and post-op appointment, she asked if there was anything she needed to do or buy, she dug up a bunch of her current husband's old button-ups for me to wear post-op, she stayed with me at the hospital and took me home, etc.
There was never any weirdness or questioning from either of them. I knew my dad would be chill, I was always worried about my mom though, but it was all a pleasant surprise.

Researching Top Surgery (and Therapy)

Thanks to the internet and places like Tumblr, I was introduced to the concept of gender affirming surgeries. I was initially skeptical that I qualified (the good ol' "am I trans enough??" question) but the more I read personal accounts and stories from people, the more I realized that I did indeed fit the bill.
But I was working at CVS at the time, had no health insurance, was (and still am) paying off student loans... it just wasn't going to happen at that time. So for 5 years I did nothing. Just plucked away at life.
Then I got a new job with actual health insurance. Interest renewed. It would still be a couple of years before I even called to make a consultation but, I started looking into everything again.
So I came up with a list of questions and goals that needed to be answered and researched:
I would like to emphasize, I knew NOTHING about insurance going into this. But honestly, it's not that difficult. Go through it slowly, google any terms you don't know or understand, and don't be afraid to call or email your insurance to ask even the stupidest of questions. It's their job to answer your questions.
First, I found my insurance's policy for "Gender Affirming Services (Transgender Services)" which is its official title within my insurance. I read it several times, and in my case I was glad that the language avoided sticking strictly to the binary, because I was worried I wouldn't qualify. They used phrases like "gender identity other than that assigned at birth." I actually just looked at it now and it's been updated even further to be even more inclusive, which is nice. It has a list of services and surgeries that are covered, along with any requirements. I saved the pdf, as well as printed it and stuck it in a big 3-ring binder that would become my go-to resource.
Next I started looking at surgeons that accepted my insurance, and whose results and reviews seemed good enough for me. Transbucket was still working at the time, so I went through the images and wrote a list of surgeons down. I live in NY, which has a few good but long-waitlisted surgeons, so to keep things a little less complicated I decided to narrow the list down to NY surgeons. I read some sketchy things about Mt. Sinai's surgeons at the time, so I decided to nix them from the list. Ultimately I decided to go with Dr. Bluebond-Langner with NYU Langone. Knowing there was going to be a long wait to deal with the rest of my prep, I called to schedule a consult pretty much immediately after I made my choice. The consult wound up being a year later, so that gave me time and a concrete deadline to work toward.
Call date: January 2018
Consult date: January 2019
NYU Langone sent me a pretty comprehensive packet of info, including some requirements for getting surgery. Mainly it was a diagnosis of gender dysphoria and letter from a therapist, which would also cover my insurance requirements.
So my next step was finding a suitable therapist. I had already read about the long wait times between consults and surgery, so I didn't immediately jump into therapy. There was a long stretch of just doing nothing.
Initially I started out by using the "find a provider" tool on my insurance website to try and find a therapist, but it wasn't really getting me anywhere. BCBS's various websites suck ass. After having some initial talks with a few therapists, I found out it's kind of annoying for them to work with insurance in NY, so they work out of network but provide the receipts and codes for you to submit a claim on your own.
So instead I started by searching "WPATH therapist [location]" and scoped out the results. They weren't necessarily registered with WPATH, but they were at least familiar with it and that was the important factor, for me. I reached out to them explaining who I was, what my identity was, and that I was seeking a diagnosis and letter so that I could get top surgery. I told them that I was absolutely okay if they were uncomfortable with this and did not want to continue.
Everyone responded kindly and was down for it, but I was put off by the short responses from some of them or the informal abbreviations. In any other normal everyday situation I absolutely would not care, but I had taken the time to write this formal email where I basically bared my deepest secrets to them, and getting back a "k" was like... nah man. This ain't it.
Except one woman who responded with the kind of thoughtfulness and care I was expecting, and seemed like a perfect fit. I love her to death and I'm still having sessions with her on a regular basis.
Therapy start: May 2019
It was my first time being in therapy at all. Some of it was about my identity, some of it was just general life stuff, but she's great at guiding things along and she's not afraid to ask me if that's what I really think or if I'm just saying what I think she wants me to say, stuff like that. Also I've slipped out a few curses in front of her (I curse a LOT in casual conversation) so it's pretty funny when your therapist isn't afraid to say "fuck" in front of you now.
In November 2019 we worked on and finalized my letter. She had me read it a dozen times before I signed off on it, and we made sure all the pertinent info and requirements were in, including the diagnosis code for gender dysphoria. She faxed it over to the hospital and also gave me a copy. Ultimately the letter was good for one year but she made it clear that she would absolutely change the date and resubmit it if my surgery date wound up falling past that point.
A big source of my info on surgery, recovery, and good stuff to have around has come from blog posts and from this sub. You have been invaluable. It was good to see the gamut of recoveries from "ridiculously smooth" to "absolute hell" and help me plan for the worst case (which thankfully wasn't necessary).

The World's Longest Home Stretch AKA Approaching Surgery

Consult in January 2020 finally arrived. I was in the waiting room longer than I was actually in any part of the consult lmao. Dr. Bluebond-Langner is nice and great, let me be clear. But for her it was just another Tuesday, so she was basically just blasting right along and asking me questions while taking measurements of my chest. I had some questions and she was happy to answer but I was also just kind of nervous and caught up in the expediency of the whole process, so it was all done in like, 3 minutes.
Then the photographer team took photos of me shirtless in several positions and angles. Super, duper weird and awkward but they were extremely nice and professional, and pretty made it as un-weird as possible.
The good news is that they have a stellar patient portal where you can ask questions pretty much whenever you want, and they also sent me another email and another physical packet of information which largely covered anything I forgot to ask in my stupor.
About 3 days later I got my surgery date.
Surgery date: August 2020
Obviously COVID has been a hell of a thing. Appointments were pushed back, masks were worn, hand sanitizer was applied judiciously, temperatures were taken at doorways. I waited with bated breath to see if my appointment would be rescheduled. Thankfully I lucked out big time and hospitals started doing non-emergency surgeries again before my date came up, so they called and told me I was still on for August.
I had to have an appointment with my Primary Care Physician (PCP) and explain that I was having surgery and I was going to need a bunch of tests done, and the results sent to the hospital. My doctor's office is a teaching office, so I basically had to come out to my PCP and the student shadowing her, but it was all chill. My doctor told me that she has several trans patients now and they're seeing an increase in people who are more comfortable to come out, which is nice. So she was 100% down to do whatever tests the hospital needed.
In practice, getting the results in and to the hospital on time was a bit of a pain in the ass. I think technically several of my results were late but it didn't screw me over. The tests had to be done within a certain window before surgery (not too early, basically) but the processing took forever on a couple of them, and I had to ask and triple check with the doctor's office a few times because the hospital was still missing a couple of them. It was a bit of unnecessary stress leading up to surgery lol.
PTO scheduled, bag packed, took a train into the city for surgery.

Surgery Experience

First off, everyone at the hospital was super nice the entire time I was there.
You're not allowed to eat or drink after midnight the night before. That night I woke up every hour from a nightmare that I had accidentally eaten something.
I showed up in sweats and a hoodie, got my patient wrist band (with my preferred name!) and then waited for what felt like an eternity while my mom and I chatted.
Someone came and got me, I had to brush my teeth and use mouthwash (something about cutting down on possible infection), had me pee in a cup one last time, and gave me a gown. My mom was allowed to join me in the "staging area" where other people were stationed and waiting for their surgeries to start. It was just a lot of taking vitals, starting the IV, people introducing themselves to you and what their role was going to be in your surgery, Dr. Bluebond-Langner marking up my chest and asking me how I was feeling.
It was the most chill hospital experience I have ever had. Granted all of my other experiences were like, emergency room visits where things were much more hectic. This was all planned out, everyone was relaxed, everything was fine.
After that, one big nap. The last thing I remember was getting up on the table and apologizing for being in the way while someone said "don't be sorry, you're the star of the show, we're all here for you" and then I was out like a light.
Next time I woke up I was in the recovery wing, where they stash you before they bring you to your permanent room. Initially, I was pretty dizzy and out of it, but I was definitely waking up. They were getting ready to move me, so I had to stand up, but I somehow managed to pull one of the drain bulbs out (NOT the tube that was in my body, thank god) so I looked like I was in a horror movie with a big puddle of blood on my side lol. They had me swap gowns.
While this was going on and I was standing up, it was the only time I felt bad. I felt sick and I told someone I think I needed to sit down. As soon as I sat down in the wheelchair I immediately felt better, and they were ready to wheel me to my room.

Post-Op in the Hospital

Dr. Bluebond-Langner keeps people overnight, so I stayed the night in the hospital.
This is another area where I feel a little bad, but my recovery has been pretty stellar and apparently I'm part Wolverine from X-Men because doctors and nurses keep telling me that I'm healing really well. Almost immediately, I was fairly mobile. The anesthesia hasn't really hung around. I was walking city blocks upon city blocks to my post-op appointments, and I'd say maybe about 1 month post-op I really started getting my range of motion back in my arms. I'm a little over 2 months now post op and can fully raise my arms over my head, etc. My pain management was also basically nonexistent. I used some extra strength tylenol for a few days until I forgot to take it, realized I didn't really seem to need it, and just stopped from thereon out.
STILL NO LIFTING THOUGH! Everyone is adamant about that.
After my initial hiccup with the anesthesia, it wore off pretty fast. I was up and able to walk laps around the hospital without issue. The nurse taking care of me had to keep telling me to slow down. I was wide awake, chatting and eating full meals (side note: the hospital food there was REALLY GOOD). I was able to get in an out of bed on my own, I started stripping my own drains (scared the crap out of the nurse who just saw someone moving behind my door and didn't realize I was able to do it on my own).
A few times throughout my stay, either Dr. Bluebond-Langner herself or someone on her team would come by and undo my compression vest to check things out and make sure there were no issues.
If I had one complaint, it's the IV fluids. I had to pee CONSTANTLY.
My mom stayed with me until the end of visiting hours, chatting and doing her own work, occasionally helping me reach things, flagging down a nurse when I had to pee for the hundreth time, etc.
Otherwise, I was discharged the next morning. The Uber ride and subsequent train ride home were pretty smooth. I was worried that every little bump would kill me, but the tightness of the compression vest kept everything pretty secure.

Recovery at Home

I was pretty self-sufficient. We had already moved a bunch of water glasses onto the counter for easy access, and I had a bunch of reasonably healthy easy-cook food ready to go. I had an adjustable incline pillow for sleeping on my back and keeping me somewhat elevated, coupled with a neck pillow and a total blackout sleep mask. My dog kept me company.
Sleeping is honestly probably the worst part. I am very much a side and stomach sleeper. And although my recovery was pretty smooth, surgery is still surgery and I found it difficult to get a good, restful sleep through the general uncomfortableness.
Showering and bathing was probably the second worst part. Taking a shallow bath was definitely easier but I basically couldn't get really clean because I was constantly worried about accidentally pulling the drains, or getting something wet.
Part of my dismissal included a packet with a calendar for measuring and recording my drains. I tried to do that at about 9am and 9pm every day to keep an even 12 hour spread. I'm not a particularly squeamish person, but even I initially was a bit grossed out by the contents of the drains. I got used to it after a couple of days, though.
My drains were, mercifully, not painful or irritated at the drain sites. The only issue I had was a VERY small hematoma on my right side, down where the drain actually starts in your body. Emptying my drains on that side started to produce a slightly painful pinching feeling in that spot, and putting pressure on it would hurt a bit. I contacted the surgeon's office about it, and they gave me the option to come in, or just ride it out and let it reabsorb itself. I chose to leave it alone, and it started feeling better after a few days.
I had several post-op appointments, 1 each week after surgery for 3 weeks. First week was just a checkup, nothing super notable to be honest. Basically just a "holy crap you're only one week out? I would not have guessed, you're walking around just fine."
At 2 weeks, we took the drains out. Thank god, because I went back to work the next day and really needed a proper shower. I still had to keep the compression vest on, but I was at least allowed to take it off and wash it. That thing was rank. And I was allowed to wear deodorant.
At 3 weeks, I was officially allowed to take the vest off. They showed me how to do scar massaging, they did a quick draining of some fluid in both of my sides (in Dr. Bluebond-Langner's own words, she was being "nitpicky" about it because it was a minor amount, but figured she might as well just do it while I was there), made me promise I'd keep moisturizing my nipple scabs, and said they'll see me in a month.
The scabs fell off eventually by the way. I think one fell off at like 3 weeks, the other at 4. Yes, it looks terrifying. No, they didn't die. Yes, it's normal. It is weird to see the very pink, fresh skin underneath but that's normal.
Now I just oil up my scars with bio-oil every day and massage as part of my morning routine. I already made a previous post about my scars being hypertrophic and how I'm fine with that, and it might be hard to believe when you see hypertrophic scars, but they look and feel much better now than they did, and they're only going to keep getting better.
I was using the silicone strips, but my scars kinda go up near my arm pits and when I get sweaty at work, it makes them come loose. I was taping those parts but the tape irritates my skin, so I just stopped trying to make that work for now.

Closing

So that's where I'm at now. I feel much, much better. I stand taller instead of hunching over to try and hide my chest. I'm probably a lot older than a lot of folks in here who probably can't even imagine waiting until nearly 30 to get to some of these points. I guess if there's a takeaway it's 1) sometimes surgery goes pretty smoothly and 2) your life doesn't end if you don't transition before 18.
I THINK it's pretty comprehensive in here but, if there's a particular question you have about something feel free to ask.
submitted by CrimmsonWind to ftm [link] [comments]

Student Loan Default: The Guide (ReUploaded)

NOTE: I'm pasting this guide from where I originally found it, over on Studentloandefaulters. It was originally pasted there from someone who found it after the original was deleted.

Student Loan Default: The Guide (reuploaded)

📷
The original guide that was recently deleted here: https://www.reddit.com/studentloandefaulters/comments/cg1fd7/student_loan_default_a_guide/
I take no credit for this post, just happened to have it saved in a document and thought I'd be doing an injustice by not sharing this information once I saw the original post was missing! All credit goes to the original author, and without further ado...
Student Loan Default: A Guide
I’ve been wanting to write this for a long time, and seeing that person be in $500,000 of debt and no one really helping him on studentloans, I felt it was time to summarize everything I’ve learned. While there is great information on this sub, it is not centralized. It requires some digging. I hope now to bring all of it to the surface.
Definitions:
Strategic Default: When a borrower realizes that he or she can spend less money by not paying a loan. The borrower waits out the statute of limitations and then either settles or waits the debt out.
Shills: People who are paid to prevent the spread of student loan default information
Statute of Limitations: The number of years your state requires before a debt can no longer be collected.
Cosigner: The poor person who is just as legally required to pay your loans as you are
Foreign Earned Income Tax Exclusion: A tax rule that states any US citizen can earn up to about $100,000 a year in another country and report their US taxes as 0.
Fraudulent Transfer: When a party tries to move assets to someone else in order to avoid a lien on their property.
Lien: Essentially when the government slaps a bill onto your property forcing you to pay off a debt before you can sell the property.
Income Based Repayment (IBR): Federal loans can be paid with 15% of your discretionary income (money earned after taxes) instead of a higher, unpayable amount
Aggregate Student Loan Limit: The total amount a student can take out before the federal government or a private lender stops authorizing new loans
Wage Garnishment: When a court forces your employer to take out a certain percentage of your paycheck to pay back a debt
Bank Levy: When the government or a court takes all of the money directly out of your bank account to pay a debt
Private Loans: Loans that originate from anyone but the federal government. These loans have a statute of limitations and less power but higher interest rates.
Federal Loans: These loans have no statute of limitations, the government can collect anything you earn to get these back, and they come with IBR which is manageable
Sallie Mae: The worst private lender on the market. They only offer deferment for four short years.
Forbearance: A period where you do not have to pay your student loans, but interest accrues.
Deferment: A period where you do not have to pay your student loans, but interest does not accrue.
Credit Score: A number that tells people how responsible of a borrower you are.
Student Loan Tax Bomb: After you have paid for 10 - 25 years on your federal loans, you are forgiven the rest. That is considered income by the IRS. You then add this “income” to your regular income for the year and pay the tax. It can be over $10,000.
Insolvency: When you are unable to pay your debts. This works well for defusing the student loan tax bomb.
Public Service Loan Forgiveness: If you work for 10 years at a government job, you can get your entire federal student loan balance forgiven. In 2019, the feds are making it near impossible to collect. This could change.
A note on cosigners before we begin: Look, your cosigner is probably going to be very mad at you. Prepare for your relationship to be strained. You need to try and get them on the same page as you, and I do offer a tactic here to at least shift all of the financial burden off of your cosigner below. If you decide to do any of these tactics without getting your cosigner off the hook, there could be more risk involved if you or your cosigners have a lot of assets.
Strategy
Student loan default is a strategy. And to have a good strategy, one must plan as much as possible. You have to know all of your options. While strategy is your overall game plan, tactics are the individual options you have to get your strategy accomplished. Below are the tactics that you can employ to beat the student loan companies.
Tactics
Paying Your Loans: [low risk] In the rare chance you have anywhere between $1,000 to $20,000 in federal student loans and you have completed your bachelor’s degree, you should probably just pay the damn loans. All you have to do is set up an auto debit and forget about it. It will be about 15% of your income. You really want to try and avoid consolidating if you can, because it will count against some of your IBR payments. You would also lose your grace period if you did this. At the end of 10 to 25 years, you will be forgiven all of the loan amount you did not pay. That forgiven amount is considered income by the IRS, so you will be put into a higher tax bracket. I would get an accountant when this comes. In your case, your tax bomb will be low enough where you could probably just pay it. If you want to really shake things up though, you are welcome to try either the Asset Creation Tactic or the Madlad Method below. Here is more information on Income Based Repayment: https://www.studentdebtrelief.us/repayment-plans/income-based-repayment-plan/
Default Private IBR Federal (Staying Put): [low risk] The standard strategy here on studentloandefaulters. As mentioned above, for the federal loans, it’s best to just IBR and automatically debit your bank account each month and forget about it. For the private loans, this is where the game begins. Your overall plan here is to default, wait out the statute of limitations in your home state, and either settle the debt for less than 30% or just hope they leave you alone and you don’t pay at all. From this moment on, whatever you would have paid for your private monthly bill, sock that money away. Once you go past 120 days of no payments, you are in default. This is where the phone calls come in. They will start to harass you. They will call your work, your cell phone, your cosigner, etc relentlessly. Most likely, they’ll start doing this before you get to default. As they call you, you can either just give them the cold shoulder or start immediately acting like you do not own the debt. Never admit that you own the debt. Tell them you think they are crazy and have the wrong person. Inform your cosigner to do the same. Once your loans are sold to a collection agency, wait until they call you and ask for verification of the debt. If they do not provide it, you won. Chances are, they will be able to verify it, so just make sure you never admit to the debt on the phone or make a payment. If you make a payment, you’ll reset the statute of limitations. Do not give them five dollars, two dollars, a penny. If they do sue you, show up for court. Get a lawyer if you can afford it. You have to show up to court, or they win automatically. Even if you don’t have a lawyer in court, you need to make them verify the debt. You could still lose here. If you do lose in court, go to my tactic of “The Cat and Mouse Game.” They are playing a numbers game, and if you are harder to sue than John Smith down the street, they may prey on him or her instead of you. Now, there are four states in the United States that do not have wage garnishment: Pennsylvania, North Carolina, South Carolina, and Texas. You could move there, and if you have barely any assets, you are considered judgement proof. This means you’re not worth the time to be sued, because you have nothing to take and cannot be garnished. Moving is hard, though, so that’s a personal decision. Also, from what I understand, if you do move to these states, you can switch your statute of limitations over to their states which may be less time until you cannot be sued anymore. If you do lose and just want to stop here, you could get your bank levied and you could be slapped with up to a 25% wage garnishment until paid in full Clarification: a lot of people do not ever get garnished, and bank levies are rare (they are non-existent on federal loans). Do not let this freak you out!. I repeat this is super rare and not likely to happen. Anyways, you have options at this point. If it does happen, try another tactic like leave the country or cat and mouse below.
Default Private Default Federal: [medium risk] Some of the wilder people have attempted to default on both federal and private loans in order to do a cash settlement. The same strategy above in Default Private IBR Federal applies, but realize that the US government could just step in and do an administrative garnish on you eventually. If you were living some sort of cash existence, you could potentially avoid them and then write them a money order and settle for 30% or something. This way, you avoid the tax bomb and would probably pay a lot less interest overall. If you do this and it works, I would love to hear about it.
Cat and Mouse: [medium risk] So, you want to avoid getting sued or you lost a judgement? You don’t have to sit back and take it. u/nowaysalliemae has successfully avoided being sued by essentially going on the run. You see, to be sued successfully, they need to know where you work. If you get sued, move to another state, and switch jobs, they have to do the entire process over again! This means find you, verify the debt, sue you, etc. You can essentially do this until your statute of limitations runs out. And then, you dispute the debt on your credit score. They take it off at that point, and you just saved a lot of money. I decided to put this as medium risk, because moving around a lot would require some luck. Especially since you would need to work wherever you go, there are a lot of moving parts here. I think it is totally doable, and if you are an adventurous personality type, it could be a lot of fun. This only works for the private student loan side, because the US government has a lot more power. You would still IBR your federal loans on this tactic. For more information, go through nowaysalliemae's post history.
Leave the Country: [medium risk] What if you want to avoid all of this altogether? Do you want a reset button on your life? You can just leave the country and start over. Seriously. Your credit score does not follow you across countries. The federal government cannot garnish your paycheck if you work internationally. You are not a criminal doing this. Furthermore, there is something called the Foreign Earned Income Tax Exclusion. Since you will still IBR your federal loans on this plan, as long as you make less than $100,000 in another country, your US income is zero. This means you just got a free education while you make money in another country. Once you pay zero for 25 years, you will have to defuse your student tax bomb. Tactic Below. Private companies do not stand a chance here. There are countries in the commonwealth such as Australia and Canada that are more willing to take you in if you meet certain requirements. You could teach English at a bunch of places. You could apply for residency at these places or be a perpetual tourist. A perpetual tourist is someone who essentially moves to a new country, goes to a neighboring country for a weekend, and then goes back to that new country they are trying to start a new life in*. This in no means you have to go back to the U.S. Ever. For example, you want to live in Panama forever, every 90 days, you take a weekend trip to Nicaragua. You come back to Panama after the weekend is over and get another 90 day pass. Rinse and repeat. This gives you another 90 days in your country of choice. If you make money on the internet, this strategy would work pretty well. You can just be a perpetual tourist or marry someone in another country and start a new life. This will not be a good fit for everyone, but there’s something exciting about this. If you are young, single, and restless, this could be the adventure of a lifetime. Here's more info on being a perpetual traveler and the FEIE: https://www.escapeartist.com/blog/perpetual-traveler-us-tax-code/
Suspend Payment Without More Debt: [low risk] So recently, it has been brought to my attention that there is a community college, Luna Community College (in Las Vegas, NM), that has tuition so low you could go half time all year for about 684 dollars. They have a small amount of associate's degrees. If you just want to stop paying without taking any more loans, this would be the way to do it. You could do this for many years. Luna Community College's tuition matrix: https://luna.edu/tuition_matrix
Convert Private Loans to Federal: [low risk] From this point on, these are my special tactics I’ve been thinking about. They might work really well for some people. So, you have a bunch of federal loans and a good amount of private loans. You don’t want to fight debt collectors or move around. Try this. This plan only works if you have a bachelor’s degree though. Anyways, there is a special loan offered by the US Federal Government called the Graduate Plus Loan. This loan is incredible, because there is no aggregate student loan limit. In other words, you can borrow as much money as you want here. Even a million dollars no questions asked. All you need is no delinquency or default on your credit report. If you do have these things, you can get a cosigner in on the plan. They won’t ever be responsible anyways because you will defuse the tax bomb at the end. This works to your advantage, because you could go back to school at the graduate level, get a diploma mill master’s degree online, use your room and board payment to start paying off your private loans ASAP. Just make sure you are doing whatever your school considers half time enrollment in order to avoid student loan payments while doing this. Once you’ve gone to school long enough and converted all of your private loans to grad plus loans, you could just go on an IBR plan. This will at least make your life manageable. You would have to defuse your student tax bomb once this is over. Tactic below.
Convert Federal Loans to Private: [medium risk] So, what if you wanted to go the opposite way? Maybe you want to convert all of your federal loans to private ones, default, and then leave the country? Hey, maybe there are reasons you want to hurry up the settlement process. You could essentially do the same strategy as above, but instead just borrow from Sallie Mae, Wells Fargo, etc until all of your federal loans are paid off. Then, either cat and mouse or leave the country. I don’t think a lot of people would find a use for this, but hey who knows?
Asset Creation Method: [high risk] What if you wanted to not just pay off your loans but get ahead in life? Maybe you feel like using your student loan debt to your advantage. Thanks to the work done by u/BinaryAlgorithm, you could really come out on top here. Remember those Grad Plus loans we were talking about? Well, there’s nothing stopping you from continually borrowing all year on these loans, investing the room and board, and acting as if you do not have the debt in the first place. While I had originally said that rental property does not count as income, I cannot find any documentation proving this. You can still invest this money however you want, and you just defuse the tax bomb at the end (if anyone can find that documentation, please let me know). I did find that rental properties offer a lot of ways to reduce your adjusted gross income (management fees, advertising, etc), and these could reduce your income closer to zero. We’re not done here. Moreover, you could get a job that qualifies for Public Student Loan Forgiveness, enjoy your investments, and then pay for the 10 years. Be sure to convert all loans to federal before starting this tactic. I only put this as high risk, because the whole plan falls apart if Grad Plus loans get capped. Will they? Probably not, because those are the loans doctors and lawyers take out to go to their professional schools. It would take an act of congress to change the way the law stands now, but still, you should know that. This plan spans decades, so a lot can change. Also, having this many installment loans may lower your credit score over a multitude of years, but based on what everyone has found out here, it's not by much. For more information, go to this subreddit's search bar and type in "aggregate" and go look at BinaryAlgorithm's two posts on the subject.
Defusing the Student Tax Bomb: [low risk] So lucky for you, I talked to an actual lawyer and an actual IRS agent about this. This is completely legal and doable. Okay, so you were a good person and paid your IBR for 25-30 years. What now? Well, you’re about to be hit hard with a tax bomb. All of that money that is now forgiven counts as income on your taxes. This could mean a bill in the tens of thousands if you combined this with any of the other methods here—or just borrowed a lot to begin with. Luckily for us, there is something called insolvency. This means you are unable to pay your debts, and there is a really simple formula for whether or not you are insolvent. As long as you have more liabilities than assets at the time of student loan forgiveness, you are considered insolvent. In other words, right before you are about to be forgiven, like year 24 out of 25, you would take out a loan on something. All you would need to do is buy a house, buy a car, or buy something with a huge price tag. As long as your liabilities are way higher than your assets (like aim for 100K or something more), you are considered insolvent and you don’t have to pay any of the tax bomb. Boom. The IRS agent said this is fine. The lawyer said this is fine. I cannot believe this is fine. Where could you get the money to borrow for a house? Check Asset Creation method above. You could always sell the asset after the tax bomb is dealt with. For more information on defusing the student loan tax bomb: https://lawyerist.com/defusing-student-loan-interest-tax-bomb/
Getting Your Cosigner Off the Hook: So 90% of us have cosigners based on some statistic I read. These people are going to pissed at you, because they get harassed. If you have a lot of time to plan your strategy out, you can simply convert all of your private loans to federal ones. They are no longer responsible. The plan is above. Check out “Convert Private Loans to Federal.” Furthermore, if you are attempting to go the default route with private loans, you could potentially get your cosigner off the hook by refinancing your student loans without the cosigner. After you refinance, you could just default then. You would need good credit and meet certain requirements for this. Also, if you plan on defaulting, you might want to get your cosigner to transfer their assets to their spouse or someone trustworthy. Even though liens are rare, this could give you some peace of mind. As long as about 3-5 years go by, this is no longer considered a fraudulent transfer. Your state will have certain rules about this. If you are from Florida, apparently houses are untouchable there. You will need a lawyer to plan the asset transfer. At the same time, you may not be able to get your cosigner off the hook. Make peace with that. Student loans are brutal, so all you can really do is educate yourself and your cosigner and hope you come out on top.
Madlad Method: [high risk] Now, here comes my personal plan. This is what I’m doing, because I want to live a life on my terms and not really work for anyone my entire life. I’m also not a normal person, so this will probably appear crazy to some or most of you. So at this point, if you understand all of the methods before you, you are a powerful player in the student loan circus. You can do anything from fight the man to maliciously comply and bankrupt the system while becoming upper-middle class. I don’t really care for any of that. I want to go to a tropical paradise and make music for 20 years, so here is my interpretation of everything. I have some federal loans and private loans. I net about 25K a year through the Grad Plus loans, and I work about 4 hours a week in the online classroom. I take that federal loan money, and I sock away a few hundred every month to save up for my private loan settlement in about five years. Since I save 300 every month, I’ll have about 18K in 5 years when I go into default. I will settle ASAP. At the same time, I will continue to go to diploma mill universities, get master's degree after master’s degree, and move to a Latin American country where the cost of living is even lower. This way, my 25K a year puts me in the upper class of that country. I can live where I want and really do whatever I damn well please for as long as the Grad Plus loans are around. As an added bonus, I will already be starting a new life in another country where I can make connections and maybe even get married. I studied linguistics, so I know how to teach English. I can do that if I want a source of income anywhere. So there is my plan, and honestly, one day we might get someone in office who just wipes out all of this debt anyways. If that’s the case, I can just play the waiting game until all of this is over. Here are the rules on adverse credit history and Grad Plus loans: https://studentaid.ed.gov/sa/sites/default/files/plus-adverse-credit.pdf
Final Thoughts: Defaulting on student loans is not immoral or a sin. It is a business decision. Everyone else gets bailouts, why should student borrowers be any different? You’re going to have to ignore the people who tell you why they think you should be a good little slave and pay your loans. Those people are not your friends. Those people are not on your side. Some of the best advice I ever received in life was you have to do what’s best for you. Also, if you have anything you would like to add to this or would like to challenge, please let me know. I want this to be as accurate as possible. I will be looking at this perpetually to make sure there are no errors. Take care. Good luck. You can do this.
submitted by I_Ride_A_Nimbus to StudentLoanEscape [link] [comments]

[Review] Ranking all the Switch shmups Ep26 – Darius Cozmic Collection Arcade

We’ve all had a game that is a gateway to a specific genre. That one game which made us pay attention to a style of games and allowed us to fully experience the genre. It might not have been the first one we play, but it is definitely one that stays closer to our hearts. For me, this game was Darius.
I’ve mentioned this in the past, but I will say it again: Darius is the shmup that is closest to my heart. I loved the horizontal gameplay, I loved the Silver Hawk, I loved all the huge bosses that looked like fishes. The gameplay also hit bunch of chords that resonate with what I love about shmups. I’ve been waiting so long for this, so alas, I present to you: Darius Cozmic Collection Arcade!
Publisher: ININ Games
Platform: Nintendo Switch
Release date: Jun 16, 2020
Price: $44.99
Tate: Built-in
Darius Cozmic Collection Arcade is a collection of the Darius games released on the arcades. This wasn’t your typical cabinet, as one of its main features was the usage of multiple screens. Darius used 3 screens, while Darius II/SAGAIA used 2 screens. M2 really went out of their way to bring the most authentic arcade experience! The result is impressive to say the least!
This collections includes 4 games:
Darius and SAGAIA include 3 and 2 different versions respectively, bringing it to a total of 7 playable games.

ARCADE GLORY

As hard as this might be to believe, I have never played an arcade Darius game before. I always mentioned Darius as my favorite shmup, but the truth is that I began with the SNES games. I had heard on the street that the arcade versions were superior so I was very excited.
When I booted the original version, I couldn’t help but feel like I was standing next to an actual arcade cabinet. The game greeted me with 3 screens places next to each other on the center of the screen. I was excited to play, so I pressed the coin button. I was not prepared for what I was about to experience…
As soon as I inserted the coin, a typical fanfare played along as my credit counter increased by one. But there was something else. The controller started vibrating to the tune of the music. I just can’t make justice to this effect with words. It felt like being inside an actual arcade cabinet. Vibrations and sound made the experience feel authentic. It made me think about the arcade days where you would hear cabinets everywhere and just feel the energy of the place.
As soon as I started to play, the screen changed and the empty spaces were replaced by arcade artwork. This artwork was exactly the kind you would see pasted near the controllers to show you how to play and other general information. Everything about the game was designed to make you feel like on the arcade. This is the kind of presentation that every other arcade port should try to achieve.

FISH GRAVY

What truly sets apart the Darius Cozmic Collection from any other collection is the amount of features and arcade fidelity that M2 added to the game. Every single aspect, every single menu and every single feature was lovingly added to create a masterpiece.
From the get go, you will be presented with the very familiar “A boss is approaching” message featuring King Fossil. The message just says that your game data is approaching fast. It really is only a fancy way of saying the game is loading, but it sets the tone to the orgasmic experience that you are about to have with the game.
After going through the intro scene, you will be greeted with the main menu which contains all 7 playable titles in this collection. You also have a replay, manual and staff options. If you are wondering where the options are, they are specific for each game, so they must be adjusted from within each game. My only complaint here is that the manual is in japanese. There isn’t much to learn from a manual though. The only thing was the Darius Gaiden capture mechanic, so I picked that one up from the internet.

AN ENTIRE LEGACY

Speaking of the games, 7 different titles can be quite intimidating. If you are anything like me, then chances are you don’t know what’s “new ver” or “extra ver”. Thankfully, each game features a sort of museum display that features a screenshot of the menu, the title, the launch date and a very thorough description of the game. The text will navigate you through each version of the games and specifically highlight why it is different from its predecessor or what was changed when going to western markets.
Each game includes a training mode for those who wish to challenge specific parts of the game. Training mode will let you choose to play any stage and customize a variety of settings such as the strength of your Silver Hawk and the game rank, which is the in-game difficulty. The obvious use for this mode is to practice your piloting skills and go for the 1CC. Even casual players can view this as a pseudo level select cheat code for maximum enjoyment!
Perhaps one of the most amazing inclusions of the collection is the replay mode. For every one of your play throughs, there is an option to save a replay of your play session. What differs from regular replays, is that they pack an incredibly robust set of features. Other than being able to watch a recording of yourself, you can see your inputs and control the playback of the replay. You can rewind, fast forward, go back, increase the speed or even go full slow-mo to analyze your gameplay.

KING OF THE ARCADE

Challenging oneself is one thing, but going after the world is the true spirit or arcade shmups. Darius Cozmic Collection Arcade features online rankings which are separated into 2 categories: “Arcade” and “All-mix”. Arcade is played with every setting on default and using only one credit. If you are playing and choose to spend an additional credit to continue, then your scoring is changed to “All-mix”. All-mix is a catch-all for every other style, from easy difficulty to hard or even static rank modes.
If you ever wondered what’s it like to play like the king of the leaderboards, then you’ll be glad to know you can download leaderboard replays! This allows you to watch the entire play throughs of top players, along with their inputs and the previously mentioned playback features of a replay. A must have for those willing to go for the record or even those curious about what it means to be a champion.

YOUR PERFECT CABINET

The in-game menu for each game will further let you customize your gameplay experience. The amount of options is truly staggering, so suffice to know that you can change in-game setting as difficulty and score for an extend, screen quality adjustments like scan lines and gadgets, and the controllers.
One menu I really want to highlight is the gadgets menu. Gadgets are responsible for making the gameplay experience truly stand out. They track all sorts of data from yourself and the enemies. From a friendly side, you can see your current level of power, the number of hits your arm can take and the information related to the current zone. From a less friendly side, you have all sorts of analyzers that display the current boss, their weakness and detailed HP for each of their parts. There’s even a life gauge that appears at the bottom of the screen for easy viewing when fighting bosses!
Although I could see an argument against being way too much information, I’m personally thankful because I’m a data nerd and I love knowing all this information. If it is too much for you, then you can always turn off the gadgets and customize the screen to your liking. The real beauty comes from creating your perfect cabinet.

THE EMULATOR ADVANTAGE

One of the main selling points of emulators has been the ability to use save states. Darius Cozmic Collection is no slouch and features save states of its own! These save states will let you cheese the game as much as you want, but they also let you replay specific sections and master them for your future arcade runs. I won’t judge you, so have fun with save states! The only caveat is that using save states will not record your score. Unfortunately, replays will only record from the last time you loaded the save state onwards. So there’s no chance of creating tool-assisted runs.
Oh yeah, I forgot to mention that bringing up the in-game menu will completely pause the game and show you a fully-fledged map of the game, complete with boss encounters for each zone and the amount of power-ups featured in said zone. It really is great for strategy purposes to know which stage will allow you to upgrade your Silver Hawk! Resuming a game will also give you a 3 second count down with a jumping robot animation to ensure you are ready for action. This detail wasn’t really needed, but it is one of the many ways in which M2 shows appreciation for Darius and the player.
Out of all this nitty gritty details, I have to say the song name is one of my favorites. In the bottom right corner of the screen there is a pop-up that appears when the song changes and displays the song name. I just think it looks really cool. By the way, don’t forget to check “Olga Breeze”, my favorite song!

DARIUS, THE OG

Darius, the game that started it all. Featuring 3 screens, this is the biggest Darius game featured in this collection (ha!). If I may add, I also think this is the game that highlights all the love M2 poured into bringing arcade experiences to your living room. With features such as the cabinet art and the body sonic vibration, it really brings home the arcade feeling.
As you can expect, playing the first game on the series is both, a nostalgic and a painful experience. Playing on 3 screens is truly magical, but at the same time, it is a victim to the older design choices. Not much that can be done here, after all, it is a decades old game. Just a small detail to keep in mind.
Darius helps establish the foundations of the franchise from the very first game. One of the Darius staples is the upgrade system for the Silver Hawk. Throughout the game, you can encounter 3 different orbs which are dropped by different colored enemies. The orbs can be red, green or blue.

SILVER HAWK

Red orbs will upgrade your primary fire. Each orb increases your power, but collecting 7 will upgrade your shot to the laser, and then the wave. Green orbs will upgrade your bomb, which is your secondary fire. Bombs also get stronger with more orbs and also upgrade when you reach 7. Blue orbs will give you a shield called arm. The initial shield blocks 3 hits and any additional orb will add 1 more hit. Just like red and green, you can upgrade after 7 orbs which will make it so that additional orbs give you 2 hits and then 3.
The downside to the upgrade system is that, upon death, you will lose every orb you collected in your current tier. The good news is that if you, for instance, managed to upgrade to the laser, then your shot can never fall below that. The bad news is that the number of orbs is limited per stage, which means it is almost impossible to upgrade within a stage the same stage where you died. The exception is a single stage that has 7 blue orbs in the old version and one with 7 green in the extra version.

THE FISH

The most distinguishable characteristic of the franchise is definitely the marine bosses. The stages are all over the place with a very diverse space settings, but the bosses are always one thing: fish. Actually, I’d say it is marine biology, but fish is an overly simplistic way to describe it. Darius also has one peculiarity which is that every set of stages has the same boss. For example, the 4th stage boss will always be Fatty Glutton in a different version depending on which zone you chose.
The other defining feature of Darius is being able to choose your adventure. After each boss, you can choose to go to one of 2 different zones. This choice is made by either being on the top or bottom half of the screen, as the stage actually splits after beating the boss. It certainly took me off guard the first time as I crashed into the divider. Despite having the same boss, the zones are drastically different and carry the strategic choice of having a different number of orbs. Your path will be determined by which aspect of your Silver Hawk you want to improve.

THE COINS

What struck me the most about Darius is how unforgiving it is. This is expressed in the descriptions of the newer versions. The thing about Darius, is that the game is next to impossible to beat if you didn’t fully upgrade. Later enemies are merciless and if you don’t have sufficient firepower, then you probably won’t stand a chance. This ruthlessness is exacerbated by the death system, as death will set you considerably behind. Because upgrades are usually a 2-stage effort, getting shot will set you back 2 levels worth of progress.
A fun aspect I found on Darius is the dynamic created by having 3 screens. This is probably the widest game I have played, and it brings new challenges to the table. The first one is that you need to gain screen position to succeed. Being at the front is usually better, with moving back feeling like losing real estate. The reason behind this is that you are able to shoot down enemies before they become a threat with their numbers. The other less obvious reason is the number of bullets allowed on screen. That number is limited, so it is in your best interest that those bullets expire fast so you can fire new ones. Being back equals more time before they reach the end of the screen, which is undesirable.
Overall, the game poses a unique challenge, but I’m not going to lie, it is actually really fun to play. Achieving an upgraded Silver Hawk is a hard endeavor, but that makes it even more rewarding when you pull it off!

DARIUS II/SAGAIA, THE PROOF US WESTERNERS HAVE SHORT ATTENTION SPANS

Darius II came in and simplified the game in some interesting ways. First of all it reduced the upgrade system so that it is now only a single stage that can be maxed out. The number of orbs was reduced to compensate. Another simplification comes courtesy of the screens themselves. The number of screens was reduced from 3 to 2 in order to be installed in other dual screen cabinets such as The Ninja Warriors.
Unfortunately, the single stage of upgrades means that the game is even more savage when you die. This time around, you actually lose all of your progress in terms of firepower. There will be special rainbow orbs which help you catch up a little, but even then they might be a little too late. As a result, my 1CC had to be done by never dying.

I ALWAYS WANTED A THING CALLED A TUNA SASHIMI

One thing I want to mention, is that Darius II has my absolute favorite intro sequence of any Darius game in this collection. From the music that goes ramping up to the main theme, to the voice lines calling out the launching sequence:
“Main engine energy level, 20% increase !”
“I always wanted a thing called tuna sashimi”
“3…2…1…”
It all creates an unbelievable sense of excitement!
A very fun piece of trivia is the existence of SAGAIA. It exists to be a compact version of Darius II to be sold on western markets. Then there’s actually 2 versions of it which feel like 2 pieces of the same game. If SAGAIA trimmed certain pieces of the game, then version 2 came to use those trimmed pieces and created another entry. It’s actually quite funny.

DARIUS GAIDEN, THE KING

Darius Gaiden is definitely the reason you will keep playing the arcade collection. Quality in older games under a modern eye is usually a product of nostalgia and design elements that still hold on in today’s gaming landscape. Contrasting with that, Darius Gaiden IS a fantastic game that I wouldn’t hesitate to purchase if it was released today.
For Darius Gaiden, less is more, as this time around the game was played on a single screen arcade cabinet. The game does seem to lack some of the ambient goodies such as the rumble effects, but it makes up for it in gameplay experiences.

TRUE POWER

One aspect that is radically different from its predecessor is the upgrade system. Whereas Darius II simplified the Silver Hawk upgrade system, Darius Gaiden took it back to its original Darius roots. This means that, once again, we have multiple upgrade points. Upgrades take considerably less red power-ups to achieve, which actually makes it possible to upgrade multiple times during the same stage.
Death penalties are lower as well with death only losing you a level of power. Because there are more power levels, it is more forgiving and doesn’t set you completely behind like the previous entries. Perhaps the best of all is that neither arm nor bombs have any penalty whatsoever. What’s more, you don’t even lose your arm or bomb level when losing a credit. I can say with 100% certainty that this game is actually possible to complete within a reasonable number of credits if you die on the later zones.
I would take it one step ahead and say this game has a little of the Contra syndrome. The original Contra is a game that was considered hard, but was significantly easier if you could maintain the spread shot. In the same vein, getting the earliest upgrades makes Darius Gaiden a breeze. A well deserved victory, if you ask me.

YOU’RE MINE NOW!

New to Darius Gaiden is the ability to capture mid bosses. Half-way through a stage, you will encounter a medium sized boss with a purple orb somewhere in its back. If you manage to take down the orb without killing the enemy, it will detach and slowly drift away. If you capture this orb, then the mid boss will fight alongside you until its timer expires. I gotta say that having a huge fish on your side is surprisingly satisfying!
Having a single screen makes the experience much more familiar for shmup enthusiasts. While it does lose some of the charm of the ultra wide field of view, it also rids itself of nuances such as your horizontal movement being low in terms of total horizontal space or the limit on on-screen bullets.
A combination of those factors I mentioned contribute to making Darius Gaiden a much better experience. It’s simple to play and forgiving when you lose. Every stage is unique and makes every new play through a completely different experience, not just in a different-ish way, but rather full blown new content!

A LEGENDARY PACKAGE OF NOSTALGIA

There’s one thing that you might be thinking, and that’s that I might be biased because it is Darius. It is true that I openly admit everywhere that Darius is my favorite. However, in this particular case my work was cut out for me, I don’t need to be biased because this is truly a wonderfully crafted collection that deserves to be on everyone’s Switch.
It contains every possible version of Darius you might have encountered on the arcades and then sprinkled some top notch features that make it stand on a class of its own when it comes to ports. It also helps that the Darius games remain to be as fun as they always have been, even with their caveats. I took 3-4 times more time to play this collection, not because it had a lot of content, but because I loved playing every second of it and wanted to try it all. Wanted to 1CC every version, wanted to traverse every possible stage, wanted to created masterful replays.
The only possible downside I can see to this collection is the price. $44.99 is a very high price compared to other shmups on the market. In terms of features and overall content (because remember, every game has more than an alphabets worth of different zones) it does warrant its price. Although I can see people double guess their decision, with this game being close to the cost of a first party title and significantly higher than other shmups.

TOP 3

My tentative placement for Darius Cozmic Collection Arcade was on the top 3 spots. I really had a hard time deciding where to put it, so I went back and revisited both Ikaruga and Psyvariar Delta. After finishing my Ikaruga play through, I was reminded of the magic that is Ikaruga and how special it is. Psyvariar Delta also reminded me of the buzz system and how the refined gameplay and level ups work towards creating an experience that I can’t quite put into words.
The main defining factor, however, was that I don’t think any of the Darius games in the collection beats the top 2 contenders. The 7 games as an aggregate, are certainly a force to be reckoned with thanks to the superb M2 porting labour. With that being said, I will award it a 3rd spot because the gameplay experience is incredible, but a little held back by the age of the games and the hefty price tag.
Still, Darius will always be #1 in my heart.

THE RANKING SO FAR:

  1. Ikaruga
  2. Psyvariar Delta
  3. Darius Cozmic Collection Arcade
  4. Devil Engine
  5. Rolling Gunner
  6. Blazing Star
  7. Jamestown+
  8. Tengai
  9. Steredenn: Binary Stars
  10. Stardust Galaxy Warriors: Stellar Climax
  11. Sky Force: Reloaded
  12. Strikers 1945
  13. Black Paradox
  14. R-Type Dimensions EX
  15. Sine Mora EX
  16. Shikhondo – Soul Eater
  17. Ghost Blade HD
  18. AngerForce: Reloaded
  19. Aero Fighters 2 (ACA Neogeo)
  20. Q-YO Blaster
  21. Lightening Force: Quest for the darkstar (Sega Ages)
  22. Pawarumi
  23. Red Death
  24. Task Force Kampas
  25. Switch ‘N’ Shoot
  26. Last Resort (ACA Neogeo)
submitted by AzorMX to NintendoSwitch [link] [comments]

Getting very low performance with two GPUs (Ubuntu 20.04.1, Ryzen 1950X, 2 Vegas)

Hi all,
I made a post last night where I believed I was not using my GPUs at all. I now think that's not true, but I am still a little confused by what's happening.
I followed this guide and am running the code below. A few things stand out to me.
  1. I'm getting 6ms per step which is slower than I got without trying to use both GPUs, and about 120 times slower than what the guide got with a single RX-480.
  2. I can see that the GPUs are being used:

========================ROCm System Management Interface======================== ================================================================================ GPU Temp AvgPwr SCLK MCLK Fan Perf PwrCap VRAM% GPU% 0 57.0c 27.0W 852Mhz 945Mhz 14.9% auto 220.0W 95% 51% 1 50.0c 23.0W 852Mhz 167Mhz 13.73% auto 220.0W 99% 54% ================================================================================ ==============================End of ROCm SMI Log ============================== 

but the output lines "INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',)." I am not sure what to make of.

Code and complete output:
import tensorflow as tf; #2.3.1 from tensorflow.keras.datasets import mnist from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, Dropout from tensorflow.keras.optimizers import RMSprop from tensorflow.keras.utils import to_categorical strategy = tf.distribute.MirroredStrategy() print('Number of devices: {}'.format(strategy.num_replicas_in_sync)) with strategy.scope(): batch_size = 128 num_classes = 10 epochs = 10 # the data, split between train and test sets (x_train, y_train), (x_test, y_test) = mnist.load_data() x_train = x_train.reshape(60000, 784) x_test = x_test.reshape(10000, 784) x_train = x_train.astype('float32') x_test = x_test.astype('float32') x_train /= 255 x_test /= 255 print(x_train.shape[0], 'train samples') print(x_test.shape[0], 'test samples')# convert class vectors to binary class matrices y_train = to_categorical(y_train, num_classes) y_test = to_categorical(y_test, num_classes) model = Sequential() model.add(Dense(512, activation='relu', input_shape=(784,))) model.add(Dropout(0.2)) model.add(Dense(512, activation='relu')) model.add(Dropout(0.2)) model.add(Dense(num_classes, activation='softmax')) model.summary() 
Which yields:
INFO:tensorflow:Using MirroredStrategy with devices ('/job:localhost/replica:0/task:0/device:GPU:0', '/job:localhost/replica:0/task:0/device:GPU:1') Number of devices: 2 60000 train samples 10000 test samples Model: "sequential" _________________________________________________________________ Layer (type) Output Shape Param # ================================================================= dense (Dense) (None, 512) 401920 _________________________________________________________________ dropout (Dropout) (None, 512) 0 _________________________________________________________________ dense_1 (Dense) (None, 512) 262656 _________________________________________________________________ dropout_1 (Dropout) (None, 512) 0 _________________________________________________________________ dense_2 (Dense) (None, 10) 5130 ================================================================= Total params: 669,706 Trainable params: 669,706 Non-trainable params: 0 
And then:
model.compile(loss='categorical_crossentropy', optimizer=RMSprop(), metrics=['accuracy']) history = model.fit(x_train, y_train, batch_size=batch_size, epochs=epochs, verbose=1, validation_data=(x_test, y_test)) 
which yields:
Epoch 1/10 WARNING:tensorflow:From /uslocal/lib/python3.6/dist-packages/tensorflow/python/data/ops/multi_device_iterator_ops.py:601: get_next_as_optional (from tensorflow.python.data.ops.iterator_ops) is deprecated and will be removed in a future version. Instructions for updating: Use `tf.data.Iterator.get_next_as_optional()` instead. INFO:tensorflow:batch_all_reduce: 6 all-reduces with algorithm = nccl, num_packs = 1 INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). INFO:tensorflow:batch_all_reduce: 6 all-reduces with algorithm = nccl, num_packs = 1 INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). 464/469 [============================>.] - ETA: 0s - accuracy: 0.9248 - loss: 0.2446INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). INFO:tensorflow:Reduce to /job:localhost/replica:0/task:0/device:CPU:0 then broadcast to ('/job:localhost/replica:0/task:0/device:CPU:0',). 469/469 [==============================] - 4s 9ms/step - accuracy: 0.9252 - loss: 0.2433 - val_accuracy: 0.9578 - val_loss: 0.1437 Epoch 2/10 469/469 [==============================] - 3s 6ms/step - accuracy: 0.9689 - loss: 0.1028 - val_accuracy: 0.9724 - val_loss: 0.0916 Epoch 3/10 469/469 [==============================] - 3s 6ms/step - accuracy: 0.9769 - loss: 0.0768 - val_accuracy: 0.9789 - val_loss: 0.0733 Epoch 4/10 469/469 [==============================] - 3s 6ms/step - accuracy: 0.9823 - loss: 0.0611 - val_accuracy: 0.9805 - val_loss: 0.0676 Epoch 5/10 469/469 [==============================] - 3s 6ms/step - accuracy: 0.9848 - loss: 0.0517 - val_accuracy: 0.9810 - val_loss: 0.0746 Epoch 6/10 469/469 [==============================] - 3s 6ms/step - accuracy: 0.9871 - loss: 0.0437 - val_accuracy: 0.9814 - val_loss: 0.0759 Epoch 7/10 469/469 [==============================] - 3s 6ms/step - accuracy: 0.9888 - loss: 0.0381 - val_accuracy: 0.9793 - val_loss: 0.0958 Epoch 8/10 469/469 [==============================] - 3s 6ms/step - accuracy: 0.9901 - loss: 0.0344 - val_accuracy: 0.9827 - val_loss: 0.0833 Epoch 9/10 469/469 [==============================] - 3s 6ms/step - accuracy: 0.9901 - loss: 0.0316 - val_accuracy: 0.9813 - val_loss: 0.0923 Epoch 10/10 469/469 [==============================] - 3s 6ms/step - accuracy: 0.9921 - loss: 0.0275 - val_accuracy: 0.9828 - val_loss: 0.0874 
I am completely new to all of this so any help would be enormously appreciated.
submitted by wentdot to tensorflow [link] [comments]

First Time Going Through Coding Interviews?

This post draws on my personal experiences and challenges over the past term at school, which I entered with hardly any knowledge of DSA (data structures and algorithms) and problem-solving strategies. As a self-taught programmer, I was a lot more familiar and comfortable with general programming, such as object-oriented programming, than with the problem-solving skills required in DSA questions.
This post reflects my journey throughout the term and the resources I turned to in order to quickly improve for my coding interview.
Here're some common questions and answers
What's the interview process like at a tech company?
Good question. It's actually pretty different from most other companies.

(What It's Like To Interview For A Coding Job

First time interviewing for a tech job? Not sure what to expect? This article is for you.

Here are the usual steps:

  1. First, you’ll do a non-technical phone screen.
  2. Then, you’ll do one or a few technical phone interviews.
  3. Finally, the last step is an onsite interview.
Some companies also throw in a take-home code test—sometimes before the technical phone interviews, sometimes after.
Let’s walk through each of these steps.

The non-technical phone screen

This first step is a quick call with a recruiter—usually just 10–20 minutes. It's very casual.
Don’t expect technical questions. The recruiter probably won’t be a programmer.
The main goal is to gather info about your job search. Stuff like:

  1. Your timeline. Do you need to sign an offer in the next week? Or are you trying to start your new job in three months?
  2. What’s most important to you in your next job. Great team? Flexible hours? Interesting technical challenges? Room to grow into a more senior role?
  3. What stuff you’re most interested in working on. Front end? Back end? Machine learning?
Be honest about all this stuff—that’ll make it easier for the recruiter to get you what you want.
One exception to that rule: If the recruiter asks you about your salary expectations on this call, best not to answer. Just say you’d rather talk about compensation after figuring out if you and the company are a good fit. This’ll put you in a better negotiating position later on.

The technical phone interview(s)

The next step is usually one or more hour-long technical phone interviews.
Your interviewer will call you on the phone or tell you to join them on Skype or Google Hangouts. Make sure you can take the interview in a quiet place with a great internet connection. Consider grabbing a set of headphones with a good microphone or a bluetooth earpiece. Always test your hardware beforehand!
The interviewer will want to watch you code in real time. Usually that means using a web-based code editor like Coderpad or collabedit. Run some practice problems in these tools ahead of time, to get used to them. Some companies will just ask you to share your screen through Google Hangouts or Skype.
Turn off notifications on your computer before you get started—especially if you’re sharing your screen!
Technical phone interviews usually have three parts:

  1. Beginning chitchat (5–10 minutes)
  2. Technical challenges (30–50 minutes)
  3. Your turn to ask questions (5–10 minutes)
The beginning chitchat is half just to help your relax, and half actually part of the interview. The interviewer might ask some open-ended questions like:

  1. Tell me about yourself.
  2. Tell me about something you’ve built that you’re particularly proud of.
  3. I see this project listed on your resume—tell me more about that.
You should be able to talk at length about the major projects listed on your resume. What went well? What didn’t? How would you do things differently now?
Then come the technical challenges—the real meet of the interview. You’ll spend most of the interview on this. You might get one long question, or several shorter ones.
What kind of questions can you expect? It depends.
Startups tend to ask questions aimed towards building or debugging code. (“Write a function that takes two rectangles and figures out if they overlap.”). They’ll care more about progress than perfection.
Larger companies will want to test your general know-how of data structures and algorithms (“Write a function that checks if a binary tree is ‘balanced’ in O(n)O(n) ↴ time.”). They’ll care more about how you solve and optimize a problem.
With these types of questions, the most important thing is to be communicating with your interviewer throughout. You'll want to "think out loud" as you work through the problem. For more info, check out our more detailed step-by-step tips for coding interviews.
If the role requires specific languages or frameworks, some companies will ask trivia-like questions (“In Python, what’s the ‘global interpreter lock’?”).
After the technical questions, your interviewer will open the floor for you to ask them questions. Take some time before the interview to comb through the company’s website. Think of a few specific questions about the company or the role. This can really make you stand out.
When you’re done, they should give you a timeframe on when you’ll hear about next steps. If all went well, you’ll either get asked to do another phone interview, or you’ll be invited to their offices for an onsite.

The onsite interview

An onsite interview happens in person, at the company’s office. If you’re not local, it’s common for companies to pay for a flight and hotel room for you.
The onsite usually consists of 2–6 individual, one-on-one technical interviews (usually in a small conference room). Each interview will be about an hour and have the same basic form as a phone screen—technical questions, bookended by some chitchat at the beginning and a chance for you to ask questions at the end.
The major difference between onsite technical interviews and phone interviews though: you’ll be coding on a whiteboard.
This is awkward at first. No autocomplete, no debugging tools, no delete button…ugh. The good news is, after some practice you get used to it. Before your onsite, practice writing code on a whiteboard (in a pinch, a pencil and paper are fine). Some tips:

  1. Start in the top-most left corner of the whiteboard. This gives you the most room. You’ll need more space than you think.
  2. Leave a blank line between each line as you write your code. Makes it much easier to add things in later.
  3. Take an extra second to decide on your variable names. Don’t rush this part. It might seem like a waste of time, but using more descriptive variable names ultimately saves you time because it makes you less likely to get confused as you write the rest of your code.
If a technical phone interview is a sprint, an onsite is a marathon. The day can get really long. Best to keep it open—don’t make other plans for the afternoon or evening.
When things go well, you’ wrap-up by chatting with the CEO or some other director. This is half an interview, half the company trying to impress you. They may invite you to get drinks with the team after hours.
All told, a long day of onsite interviews could look something like this:

If they let you go after just a couple interviews, it’s usually a sign that they’re going to pass on you. That’s okay—it happens!
There are are a lot of easy things you can do the day before and morning of your interview to put yourself in the best possible mindset. Check out our piece on what to do in the 24 hours before your onsite coding interview.

The take-home code test

Code tests aren’t ubiquitous, but they seem to be gaining in popularity. They’re far more common at startups, or places where your ability to deliver right away is more important than your ability to grow.
You’ll receive a description of an app or service, a rough time constraint for writing your code, and a deadline for when to turn it in. The deadline is usually negotiable.
Here's an example problem:
Write a basic “To-Do” app. Unit test the core functionality. As a bonus, add a “reminders” feature. Try to spend no more than 8 hours on it, and send in what you have by Friday with a small write-up.
Take a crack at the “bonus” features if they include any. At the very least, write up how you would implement it.
If they’re hiring for people with knowledge of a particular framework, they might tell you what tech to use. Otherwise, it’ll be up to you. Use what you’re most comfortable with. You want this code to show you at your best.
Some places will offer to pay you for your time. It's rare, but some places will even invite you to work with them in their office for a few days, as a "trial.")
Do I need to know this "big O" stuff?
Big O notation is the language we use for talking about the efficiency of data structures and algorithms.
Will it come up in your interviews? Well, it depends. There are different types of interviews.
There’s the classic algorithmic coding interview, sometimes called the “Google-style whiteboard interview.” It’s focused on data structures and algorithms (queues and stacks, binary search, etc).
That’s what our full course prepares you for. It's how the big players interview. Google, Facebook, Amazon, Microsoft, Oracle, LinkedIn, etc.
For startups and smaller shops, it’s a mixed bag. Most will ask at least a few algorithmic questions. But they might also include some role-specific stuff, like Java questions or SQL questions for a backend web engineer. They’ll be especially interested in your ability to ship code without much direction. You might end up doing a code test or pair-programming exercise instead of a whiteboarding session.
To make sure you study for the right stuff, you should ask your recruiter what to expect. Send an email with a question like, “Is this interview going to cover data structures and algorithms? Or will it be more focused around coding in X language.” They’ll be happy to tell you.
If you've never learned about data structures and algorithms, or you're feeling a little rusty, check out our Intuitive Guide to Data Structures and Algorithms.
Which programming language should I use?
Companies usually let you choose, in which case you should use your most comfortable language. If you know a bunch of languages, prefer one that lets you express more with fewer characters and fewer lines of code, like Python or Ruby. It keeps your whiteboard cleaner.
Try to stick with the same language for the whole interview, but sometimes you might want to switch languages for a question. E.g., processing a file line by line will be far easier in Python than in C++.
Sometimes, though, your interviewer will do this thing where they have a pet question that’s, for example, C-specific. If you list C on your resume, they’ll ask it.
So keep that in mind! If you’re not confident with a language, make that clear on your resume. Put your less-strong languages under a header like ‘Working Knowledge.’
What should I wear?
A good rule of thumb is to dress a tiny step above what people normally wear to the office. For most west coast tech companies, the standard digs are just jeans and a t-shirt. Ask your recruiter what the office is like if you’re worried about being too casual.
Should I send a thank-you note?
Thank-you notes are nice, but they aren’t really expected. Be casual if you send one. No need for a hand-calligraphed note on fancy stationery. Opt for a short email to your recruiter or the hiring manager. Thank them for helping you through the process, and ask them to relay your thanks to your interviewers.
1) Coding Interview Tips
How to get better at technical interviews without practicing
Chitchat like a pro.
Before diving into code, most interviewers like to chitchat about your background. They're looking for:

You should have at least one:

Nerd out about stuff. Show you're proud of what you've done, you're amped about what they're doing, and you have opinions about languages and workflows.
Communicate.
Once you get into the coding questions, communication is key. A candidate who needed some help along the way but communicated clearly can be even better than a candidate who breezed through the question.
Understand what kind of problem it is. There are two types of problems:

  1. Coding. The interviewer wants to see you write clean, efficient code for a problem.
  2. Chitchat. The interviewer just wants you to talk about something. These questions are often either (1) high-level system design ("How would you build a Twitter clone?") or (2) trivia ("What is hoisting in Javascript?"). Sometimes the trivia is a lead-in for a "real" question e.g., "How quickly can we sort a list of integers? Good, now suppose instead of integers we had . . ."
If you start writing code and the interviewer just wanted a quick chitchat answer before moving on to the "real" question, they'll get frustrated. Just ask, "Should we write code for this?"
Make it feel like you're on a team. The interviewer wants to know what it feels like to work through a problem with you, so make the interview feel collaborative. Use "we" instead of "I," as in, "If we did a breadth-first search we'd get an answer in O(n)O(n) time." If you get to choose between coding on paper and coding on a whiteboard, always choose the whiteboard. That way you'll be situated next to the interviewer, facing the problem (rather than across from her at a table).
Think out loud. Seriously. Say, "Let's try doing it this way—not sure yet if it'll work." If you're stuck, just say what you're thinking. Say what might work. Say what you thought could work and why it doesn't work. This also goes for trivial chitchat questions. When asked to explain Javascript closures, "It's something to do with scope and putting stuff in a function" will probably get you 90% credit.
Say you don't know. If you're touching on a fact (e.g., language-specific trivia, a hairy bit of runtime analysis), don't try to appear to know something you don't. Instead, say "I'm not sure, but I'd guess $thing, because...". The because can involve ruling out other options by showing they have nonsensical implications, or pulling examples from other languages or other problems.
Slow the eff down. Don't confidently blurt out an answer right away. If it's right you'll still have to explain it, and if it's wrong you'll seem reckless. You don't win anything for speed and you're more likely to annoy your interviewer by cutting her off or appearing to jump to conclusions.
Get unstuck.
Sometimes you'll get stuck. Relax. It doesn't mean you've failed. Keep in mind that the interviewer usually cares more about your ability to cleverly poke the problem from a few different angles than your ability to stumble into the correct answer. When hope seems lost, keep poking.
Draw pictures. Don't waste time trying to think in your head—think on the board. Draw a couple different test inputs. Draw how you would get the desired output by hand. Then think about translating your approach into code.
Solve a simpler version of the problem. Not sure how to find the 4th largest item in the set? Think about how to find the 1st largest item and see if you can adapt that approach.
Write a naive, inefficient solution and optimize it later. Use brute force. Do whatever it takes to get some kind of answer.
Think out loud more. Say what you know. Say what you thought might work and why it won't work. You might realize it actually does work, or a modified version does. Or you might get a hint.
Wait for a hint. Don't stare at your interviewer expectantly, but do take a brief second to "think"—your interviewer might have already decided to give you a hint and is just waiting to avoid interrupting.
Think about the bounds on space and runtime. If you're not sure if you can optimize your solution, think about it out loud. For example:

Get your thoughts down.
It's easy to trip over yourself. Focus on getting your thoughts down first and worry about the details at the end.
Call a helper function and keep moving. If you can't immediately think of how to implement some part of your algorithm, big or small, just skip over it. Write a call to a reasonably-named helper function, say "this will do X" and keep going. If the helper function is trivial, you might even get away with never implementing it.
Don't worry about syntax. Just breeze through it. Revert to English if you have to. Just say you'll get back to it.
Leave yourself plenty of room. You may need to add code or notes in between lines later. Start at the top of the board and leave a blank line between each line.
Save off-by-one checking for the end. Don't worry about whether your for loop should have "<<" or "<=<=." Write a checkmark to remind yourself to check it at the end. Just get the general algorithm down.
Use descriptive variable names. This will take time, but it will prevent you from losing track of what your code is doing. Use names_to_phone_numbers instead of nums. Imply the type in the name. Functions returning booleans should start with "is_*". Vars that hold a list should end with "s." Choose standards that make sense to you and stick with them.
Clean up when you're done.
Walk through your solution by hand, out loud, with an example input. Actually write down what values the variables hold as the program is running—you don't win any brownie points for doing it in your head. This'll help you find bugs and clear up confusion your interviewer might have about what you're doing.
Look for off-by-one errors. Should your for loop use a "<=<=" instead of a "<<"?
Test edge cases. These might include empty sets, single-item sets, or negative numbers. Bonus: mention unit tests!
Don't be boring. Some interviewers won't care about these cleanup steps. If you're unsure, say something like, "Then I'd usually check the code against some edge cases—should we do that next?"
Practice.
In the end, there's no substitute for running practice questions.
Actually write code with pen and paper. Be honest with yourself. It'll probably feel awkward at first. Good. You want to get over that awkwardness now so you're not fumbling when it's time for the real interview.

2) Tricks For Getting Unstuck During a Coding Interview
Getting stuck during a coding interview is rough.
If you weren’t in an interview, you might take a break or ask Google for help. But the clock is ticking, and you don’t have Google.
You just have an empty whiteboard, a smelly marker, and an interviewer who’s looking at you expectantly. And all you can think about is how stuck you are.
You need a lifeline for these moments—like a little box that says “In Case of Emergency, Break Glass.”
Inside that glass box? A list of tricks for getting unstuck. Here’s that list of tricks.
When you’re stuck on getting started
1) Write a sample input on the whiteboard and turn it into the correct output "by hand." Notice the process you use. Look for patterns, and think about how to implement your process in code.
Trying to reverse a string? Write “hello” on the board. Reverse it “by hand”—draw arrows from each character’s current position to its desired position.
Notice the pattern: it looks like we’re swapping pairs of characters, starting from the outside and moving in. Now we’re halfway to an algorithm.
2) Solve a simpler version of the problem. Remove or simplify one of the requirements of the problem. Once you have a solution, see if you can adapt that approach for the original question.
Trying to find the k-largest element in a set? Walk through finding the largest element, then the second largest, then the third largest. Generalizing from there to find the k-largest isn’t so bad.
3) Start with an inefficient solution. Even if it feels stupidly inefficient, it’s often helpful to start with something that’ll return the right answer. From there, you just have to optimize your solution. Explain to your interviewer that this is only your first idea, and that you suspect there are faster solutions.
Suppose you were given two lists of sorted numbers and asked to find the median of both lists combined. It’s messy, but you could simply:

  1. Concatenate the arrays together into a new array.
  2. Sort the new array.
  3. Return the value at the middle index.
Notice that you could’ve also arrived at this algorithm by using trick (2): Solve a simpler version of the problem. “How would I find the median of one sorted list of numbers? Just grab the item at the middle index. Now, can I adapt that approach for getting the median of two sorted lists?”
When you’re stuck on finding optimizations
1) Look for repeat work. If your current solution goes through the same data multiple times, you’re doing unnecessary repeat work. See if you can save time by looking through the data just once.
Say that inside one of your loops, there’s a brute-force operation to find an element in an array. You’re repeatedly looking through items that you don’t have to. Instead, you could convert the array to a lookup table to dramatically improve your runtime.
2) Look for hints in the specifics of the problem. Is the input array sorted? Is the binary tree balanced? Details like this can carry huge hints about the solution. If it didn’t matter, your interviewer wouldn’t have brought it up. It’s a strong sign that the best solution to the problem exploits it.
Suppose you’re asked to find the first occurrence of a number in a sorted array. The fact that the array is sorted is a strong hint—take advantage of that fact by using a binary search.

Sometimes interviewers leave the question deliberately vague because they want you to ask questions to unearth these important tidbits of context. So ask some questions at the beginning of the problem.
3) Throw some data structures at the problem. Can you save time by using the fast lookups of a hash table? Can you express the relationships between data points as a graph? Look at the requirements of the problem and ask yourself if there’s a data structure that has those properties.
4) Establish bounds on space and runtime. Think out loud about the parameters of the problem. Try to get a sense for how fast your algorithm could possibly be:

When All Else Fails
1) Make it clear where you are. State what you know, what you’re trying to do, and highlight the gap between the two. The clearer you are in expressing exactly where you’re stuck, the easier it is for your interviewer to help you.
2) Pay attention to your interviewer. If she asks a question about something you just said, there’s probably a hint buried in there. Don’t worry about losing your train of thought—drop what you’re doing and dig into her question.
Relax. You’re supposed to get stuck.
Interviewers choose hard problems on purpose. They want to see how you poke at a problem you don’t immediately know how to solve.
Seriously. If you don’t get stuck and just breeze through the problem, your interviewer’s evaluation might just say “Didn’t get a good read on candidate’s problem-solving process—maybe she’d already seen this interview question before?”
On the other hand, if you do get stuck, use one of these tricks to get unstuck, and communicate clearly with your interviewer throughout...that’s how you get an evaluation like, “Great problem-solving skills. Hire.”

3) Fixing Impostor Syndrome in Coding Interviews
“It's a fluke that I got this job interview...”
“I studied for weeks, but I’m still not prepared...”
“I’m not actually good at this. They’re going to see right through me...”
If any of these thoughts resonate with you, you're not alone. They are so common they have a name: impostor syndrome.
It’s that feeling like you’re on the verge of being exposed for what you really are—an impostor. A fraud.
Impostor syndrome is like kryptonite to coding interviews. It makes you give up and go silent.
You might stop asking clarifying questions because you’re afraid they’ll sound too basic. Or you might neglect to think out loud at the whiteboard, fearing you’ll say something wrong and sound incompetent.
You know you should speak up, but the fear of looking like an impostor makes that really, really hard.
Here’s the good news: you’re not an impostor. You just feel like an impostor because of some common cognitive biases about learning and knowledge.
Once you understand these cognitive biases—where they come from and how they work—you can slowly fix them. You can quiet your worries about being an impostor and keep those negative thoughts from affecting your interviews.

Everything you could know

Here’s how impostor syndrome works.
Software engineering is a massive field. There’s a huge universe of things you could know. Huge.
In comparison to the vast world of things you could know, the stuff you actually know is just a tiny sliver:
That’s the first problem. It feels like you don’t really know that much, because you only know a tiny sliver of all the stuff there is to know.

The expanding universe

It gets worse: counterintuitively, as you learn more, your sliver of knowledge feels like it's shrinking.
That's because you brush up against more and more things you don’t know yet. Whole disciplines like machine learning, theory of computation, and embedded systems. Things you can't just pick up in an afternoon. Heavy bodies of knowledge that take months to understand.
So the universe of things you could know seems to keep expanding faster and faster—much faster than your tiny sliver of knowledge is growing. It feels like you'll never be able to keep up.

What everyone else knows

Here's another common cognitive bias: we assume that because something is easy for us, it must be easy for everyone else. So when we look at our own skills, we assume they're not unique. But when we look at other people's skills, we notice the skills they have that we don't have.
The result? We think everyone’s knowledge is a superset of our own:
This makes us feel like everyone else is ahead of us. Like we're always a step behind.
But the truth is more like this:
There's a whole area of stuff you know that neither Aysha nor Bruno knows. An area you're probably blind to, because you're so focused on the stuff you don't know.

We’ve all had flashes of realizing this. For me, it was seeing the back end code wizard on my team—the one that always made me feel like an impostor—spend an hour trying to center an image on a webpage.

It's a problem of focus

Focusing on what you don't know causes you to underestimate what you do know. And that's what causes impostor syndrome.
By looking at the vast (and expanding) universe of things you could know, you feel like you hardly know anything.
And by looking at what Aysha and Bruno know that you don't know, you feel like you're a step behind.
And interviews make you really focus on what you don't know. You focus on what could go wrong. The knowledge gaps your interviewers might find. The questions you might not know how to answer.
But remember:
Just because Aysha and Bruno know some things you don't know, doesn't mean you don't also know things Aysha and Bruno don't know.
And more importantly, everyone's body of knowledge is just a teeny-tiny sliver of everything they could learn. We all have gaps in our knowledge. We all have interview questions we won't be able to answer.
You're not a step behind. You just have a lot of stuff you don't know yet. Just like everyone else.

4) The 24 Hours Before Your Interview

Feeling anxious? That’s normal. Your body is telling you you’re about to do something that matters.

The twenty-four hours before your onsite are about finding ways to maximize your performance. Ideally, you wanna be having one of those days, where elegant code flows effortlessly from your fingertips, and bugs dare not speak your name for fear you'll squash them.
You need to get your mind and body in The Zone™ before you interview, and we've got some simple suggestions to help.
5) Why You're Hitting Dead Ends In Whiteboard Interviews

The coding interview is like a maze

Listening vs. holding your train of thought

Finally! After a while of shooting in the dark and frantically fiddling with sample inputs on the whiteboard, you've came up with an algorithm for solving the coding question your interviewer gave you.
Whew. Such a relief to have a clear path forward. To not be flailing anymore.
Now you're cruising, getting ready to code up your solution.
When suddenly, your interviewer throws you a curve ball.
"What if we thought of the problem this way?"
You feel a tension we've all felt during the coding interview:
"Try to listen to what they're saying...but don't lose your train of thought...ugh, I can't do both!"
This is a make-or-break moment in the coding interview. And so many people get it wrong.
Most candidates end up only half understanding what their interviewer is saying. Because they're only half listening. Because they're desperately clinging to their train of thought.
And it's easy to see why. For many of us, completely losing track of what we're doing is one of our biggest coding interview fears. So we devote half of our mental energy to clinging to our train of thought.
To understand why that's so wrong, we need to understand the difference between what we see during the coding interview and what our interviewer sees.

The programming interview maze

Working on a coding interview question is like walking through a giant maze.
You don't know anything about the shape of the maze until you start wandering around it. You might know vaguely where the solution is, but you don't know how to get there.
As you wander through the maze, you might find a promising path (an approach, a way to break down the problem). You might follow that path for a bit.
Suddenly, your interviewer suggests a different path:
But from what you can see so far of the maze, your approach has already gotten you halfway there! Losing your place on your current path would mean a huge step backwards. Or so it seems.
That's why people hold onto their train of thought instead of listening to their interviewer. Because from what they can see, it looks like they're getting somewhere!
But here's the thing: your interviewer knows the whole maze. They've asked this question 100 times.

I'm not exaggerating: if you interview candidates for a year, you can easily end up asking the same question over 100 times.
So if your interviewer is suggesting a certain path, you can bet it leads to an answer.
And your seemingly great path? There's probably a dead end just ahead that you haven't seen yet:
Or it could just be a much longer route to a solution than you think it is. That actually happens pretty often—there's an answer there, but it's more complicated than you think.

Hitting a dead end is okay. Failing to listen is not.

Your interviewer probably won't fault you for going down the wrong path at first. They've seen really smart engineers do the same thing. They understand it's because you only have a partial view of the maze.
They might have let you go down the wrong path for a bit to see if you could keep your thinking organized without help. But now they want to rush you through the part where you discover the dead end and double back. Not because they don't believe you can manage it yourself. But because they want to make sure you have enough time to finish the question.
But here's something they will fault you for: failing to listen to them. Nobody wants to work with an engineer who doesn't listen.
So when you find yourself in that crucial coding interview moment, when you're torn between holding your train of thought and considering the idea your interviewer is suggesting...remember this:
Listening to your interviewer is the most important thing.
Take what they're saying and run with it. Think of the next steps that follow from what they're saying.
Even if it means completely leaving behind the path you were on. Trust the route your interviewer is pointing you down.
Because they can see the whole maze.
6) How To Get The Most Out Of Your Coding Interview Practice Sessions
When you start practicing for coding interviews, there’s a lot to cover. You’ll naturally wanna brush up on technical questions. But how you practice those questions will make a big difference in how well you’re prepared.
Here’re a few tips to make sure you get the most out of your practice sessions.
Track your weak spots
One of the hardest parts of practicing is knowing what to practice. Tracking what you struggle with helps answer that question.
So grab a fresh notebook. After each question, look back and ask yourself, “What did I get wrong about this problem at first?” Take the time to write down one or two things you got stuck on, and what helped you figure them out. Compare these notes to our tips for getting unstuck.
After each full practice session, read through your entire running list. Read it at the beginning of each practice session too. This’ll add a nice layer of rigor to your practice, so you’re really internalizing the lessons you’re learning.
Use an actual whiteboard
Coding on a whiteboard is awkward at first. You have to write out every single character, and you can’t easily insert or delete blocks of code.
Use your practice sessions to iron out that awkwardness. Run a few problems on a piece of paper or, if you can, a real whiteboard. A few helpful tips for handwriting code:

Set a timer
Get a feel for the time pressure of an actual interview. You should be able to finish a problem in 30–45 minutes, including debugging your code at the end.
If you’re just starting out and the timer adds too much stress, put this technique on the shelf. Add it in later as you start to get more comfortable with solving problems.
Think out loud
Like writing code on a whiteboard, this is an acquired skill. It feels awkward at first. But your interviewer will expect you to think out loud during the interview, so you gotta power through that awkwardness.
A good trick to get used to talking out loud: Grab a buddy. Another engineer would be great, but you can also do this with a non-technical friend.
Have your buddy sit in while you talk through a problem. Better yet—try loading up one of our questions on an iPad and giving that to your buddy to use as a script!
Set aside a specific time of day to practice.
Give yourself an hour each day to practice. Commit to practicing around the same time, like after you eat dinner. This helps you form a stickier habit of practicing.
Prefer small, daily doses of practice to doing big cram sessions every once in a while. Distributing your practice sessions helps you learn more with less time and effort in the long run.
part -2 will be upcoming in another post !
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