#how to become a data engineer
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juliebowie · 7 months ago
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Data Engineering Interview Questions and Answers
Summary: Master Data Engineering interview questions & answers. Explore key responsibilities, common topics (Big Data's 4 Vs!), and in-depth explanations. Get interview ready with bonus tips to land your dream Data Engineering job!
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Introduction 
The ever-growing volume of data presents exciting opportunities for data engineers. As the architects of data pipelines and custodians of information flow, data engineers are in high demand.
Landing your dream Data Engineering role requires not only technical proficiency but also a clear understanding of the specific challenges and responsibilities involved. This blog equips you with the essential Data Engineering interview questions and answers, helping you showcase your expertise and secure that coveted position.
Understanding the Role of a Data Engineer
Data engineers bridge the gap between raw data and actionable insights. They design, build, and maintain data pipelines that ingest, transform, store, and analyse data. Here are some key responsibilities of a data engineer:
Data Acquisition: Extracting data from various sources like databases, APIs, and log files.
Data Transformation: Cleaning, organizing, and transforming raw data into a usable format for analysis.
Data Warehousing and Storage: Designing and managing data storage solutions like data warehouses and data lakes.
Data Pipelines: Building and maintaining automated processes that move data between systems.
Data Security and Governance: Ensuring data security, access control, and compliance with regulations.
Collaboration: Working closely with data analysts, data scientists, and other stakeholders.
Common Data Engineering Interview Questions
Now that you understand the core responsibilities, let's delve into the most frequently asked Data Engineering interview questions:
What Is the Difference Between A Data Engineer And A Data Scientist?
While both work with data, their roles differ. Data engineers focus on building and maintaining data infrastructure, while data scientists use the prepared data for analysis and building models.
Explain The Concept of Data Warehousing And Data Lakes.
Data warehouses store structured data optimized for querying and reporting. Data lakes store both structured and unstructured data in a raw format, allowing for future exploration.
Can You Describe the ELT (Extract, Load, Transform) And ETL (Extract, Transform, Load) Processes?
Both ELT and ETL are data processing techniques used to move data from various sources to a target system for analysis. While they achieve the same goal, the key difference lies in the order of operations:
ELT (Extract, Load, Transform):
Extract: Data is extracted from its original source (databases, log files, etc.).
Load: The raw data is loaded directly into a data lake, a large storage repository for raw data in various formats.
Transform: Data is transformed and cleaned within the data lake as needed for specific analysis or queries.
ETL (Extract, Transform, Load):
Extract: Similar to ELT, data is extracted from its source.
Transform: The extracted data is cleansed, transformed, and organized into a specific format suitable for analysis before loading.
Load: The transformed data is then loaded into the target system, typically a data warehouse optimized for querying and reporting.
What Are Some Common Data Engineering Tools and Technologies?
Data Engineers wield a powerful toolkit to build and manage data pipelines. Here are some essentials:
Programming Languages: Python (scripting, data manipulation), SQL (database querying).
Big Data Frameworks: Apache Hadoop (distributed storage & processing), Apache Spark (in-memory processing for speed).
Data Streaming: Apache Kafka (real-time data pipelines).
Cloud Platforms: AWS, GCP, Azure (offer data storage, processing, and analytics services).
Data Warehousing: Tools for designing and managing data warehouses (e.g., Redshift, Snowflake).
Explain How You Would Handle a Situation Where A Data Pipeline Fails?
Data pipeline failures are inevitable, but a calm and structured approach can minimize downtime. Here's the key:
Detect & Investigate: Utilize monitoring tools and logs to pinpoint the failure stage and root cause (data issue, code bug, etc.).
Fix & Recover: Implement a solution (data cleaning, code fix, etc.), potentially recover lost data if needed, and thoroughly test the fix.
Communicate & Learn: Keep stakeholders informed and document the incident, including the cause, solution, and lessons learned to prevent future occurrences.
Bonus Tips: Automate retries for specific failures, use version control for code, and integrate data quality checks to prevent issues before they arise.
By following these steps, you can efficiently troubleshoot data pipeline failures and ensure the smooth flow of data for your critical analysis needs.
Detailed Answers and Explanations
Here are some in-depth responses to common Data Engineering interview questions:
Explain The Four Vs of Big Data (Volume, Velocity, Variety, And Veracity).
Volume: The massive amount of data generated today.
Velocity: The speed at which data is created and needs to be processed.
Variety: The diverse types of data, including structured, semi-structured, and unstructured.
Veracity: The accuracy and trustworthiness of the data.
Describe Your Experience with Designing and Developing Data Pipelines.
Explain the specific tools and technologies you've used, the stages involved in your data pipelines (e.g., data ingestion, transformation, storage), and the challenges you faced while designing and implementing them.
How Do You Handle Data Security and Privacy Concerns Within a Data Engineering Project?
Discuss security measures like access control, data encryption, and anonymization techniques you've implemented. Highlight your understanding of relevant data privacy regulations like GDPR (General Data Protection Regulation).
What Are Some Strategies for Optimising Data Pipelines for Performance?
Explain techniques like data partitioning, caching, and using efficient data structures to improve the speed and efficiency of your data pipelines.
Can You Walk us Through a Specific Data Engineering Project You've Worked On?
This is your opportunity to showcase your problem-solving skills and technical expertise. Describe the project goals, the challenges you encountered, the technologies used, and the impact of your work.
Tips for Acing Your Data Engineering Interview
Acing the Data Engineering interview goes beyond technical skills. Here, we unveil powerful tips to boost your confidence, showcase your passion, and leave a lasting impression on recruiters, ensuring you land your dream Data Engineering role!
Practice your answers: Prepare for common questions and rehearse your responses to ensure clarity and conciseness.
Highlight your projects: Showcase your technical skills by discussing real-world Data Engineering projects you've undertaken.
Demonstrate your problem-solving skills: Be prepared to walk through a Data Engineering problem and discuss potential solutions.
Ask insightful questions: Show your genuine interest in the role and the company by asking thoughtful questions about the team, projects, and Data Engineering challenges they face.
Be confident and enthusiastic: Project your passion for Data Engineering and your eagerness to learn and contribute.
Dress professionally: Make a positive first impression with appropriate attire that reflects the company culture.
Follow up: Send a thank-you email to the interviewer(s) reiterating your interest in the position.
Conclusion
Data Engineering is a dynamic and rewarding field. By understanding the role, preparing for common interview questions, and showcasing your skills and passion, you'll be well on your way to landing your dream Data Engineering job.
Remember, the journey to becoming a successful data engineer is a continuous learning process. Embrace challenges, stay updated with the latest technologies, and keep pushing the boundaries of what's possible with data.
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dkettchen · 1 year ago
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not me going to digital tech sector job events and every company rep being like "you can scan our QR code to learn more" and me going "my phone can't do that" and taking a picture of their name instead to google them later like the tech-averse old man that I am
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yngai · 1 year ago
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they should've never made ada a hacker (specifically with her intercepting luis' emails to his college friend & that one scene in damnation where she forces the elevator to svetlana's laboratory to open to help leon & sasha + herself escape the self destruction sequence she intentionally activated) because i've taken it now to mean (i watch way too many computer software review & repair videos) she will be annoying about her preferred linux distributions to anyone who will listen, fellow spies, hackers & whichever partner wakes up to ada typing away on her laptop in their living room looking like she hasn't slept the whole night
#* file // : OOC — ( 𝐓𝐇𝐄 𝐏𝐎𝐒𝐓𝐄𝐑'𝐒 𝐂𝐑𝐔𝐒𝐀𝐃𝐄 . )#* file // : 004 — ( 𝐇𝐄𝐀𝐃𝐂𝐀𝐍𝐎𝐍 . )#i'm very sorry but any technical skill/proficiency with computers instantly makes you a little bit of a nerd#it's law#that's one of her many secretive hidden traits very few will fully realize because she has to keep her mystique & allure at the forefront#it's inciting & disarming because often people's perceptions of attractive women's intellect run opposite to their looks#& while being underestimated is workable it is as equally deadly depending on who sees her as lesser#it is not always empowering to demolish the preconceived notions forced onto you#especially for a woman like her#i've talked before about how useful her hacking ability is in the context of corporate espionage as a way to remove the need for a handler#or paying off others to do the research ada can very well do herself#but it is also a skillset that allows her to get employed under her various personas & aliases as a data analyst or a cybersecurity expert#(with faked credentials hosted on an unsuspecting previous employer's websites for however long her credibility needs to last)#to strike at the core of a corporation's private data#she's very talented#i like to think that during one of these assignments she ran into ethan winters sometime in the late 2000s#& it was just a random coincidence where she thought nothing of him beyond being a fellow systems engineer working in a gray office complex#only for him to become such a central figure in the BSAA's dulvey coverup her eyes perked up reading their internal documentation#thinking it all a little too funny#all this without even mentioning her later relationship with mia that me & les (terrorgone) have plotted out
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ifriqiyyah · 2 years ago
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i don't really get the assumption that everyone who uses chatgpt is telling it to generate prose or w/e. if i want good fiction or poetry i know where to go for that and it isn't to a bot.
i use it when i need to complain about my emotional problems which are too embarrassing to tell a real person, and also ask it questions too specific for google, like about particular chemical elements or certain planetary placements in astrology or "recommend me music with sounds like [timestamp] in [song title]" lol
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phantomrose96 · 11 months ago
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If anyone wants to know why every tech company in the world right now is clamoring for AI like drowned rats scrabbling to board a ship, I decided to make a post to explain what's happening.
(Disclaimer to start: I'm a software engineer who's been employed full time since 2018. I am not a historian nor an overconfident Youtube essayist, so this post is my working knowledge of what I see around me and the logical bridges between pieces.)
Okay anyway. The explanation starts further back than what's going on now. I'm gonna start with the year 2000. The Dot Com Bubble just spectacularly burst. The model of "we get the users first, we learn how to profit off them later" went out in a no-money-having bang (remember this, it will be relevant later). A lot of money was lost. A lot of people ended up out of a job. A lot of startup companies went under. Investors left with a sour taste in their mouth and, in general, investment in the internet stayed pretty cooled for that decade. This was, in my opinion, very good for the internet as it was an era not suffocating under the grip of mega-corporation oligarchs and was, instead, filled with Club Penguin and I Can Haz Cheezburger websites.
Then around the 2010-2012 years, a few things happened. Interest rates got low, and then lower. Facebook got huge. The iPhone took off. And suddenly there was a huge new potential market of internet users and phone-havers, and the cheap money was available to start backing new tech startup companies trying to hop on this opportunity. Companies like Uber, Netflix, and Amazon either started in this time, or hit their ramp-up in these years by shifting focus to the internet and apps.
Now, every start-up tech company dreaming of being the next big thing has one thing in common: they need to start off by getting themselves massively in debt. Because before you can turn a profit you need to first spend money on employees and spend money on equipment and spend money on data centers and spend money on advertising and spend money on scale and and and
But also, everyone wants to be on the ship for The Next Big Thing that takes off to the moon.
So there is a mutual interest between new tech companies, and venture capitalists who are willing to invest $$$ into said new tech companies. Because if the venture capitalists can identify a prize pig and get in early, that money could come back to them 100-fold or 1,000-fold. In fact it hardly matters if they invest in 10 or 20 total bust projects along the way to find that unicorn.
But also, becoming profitable takes time. And that might mean being in debt for a long long time before that rocket ship takes off to make everyone onboard a gazzilionaire.
But luckily, for tech startup bros and venture capitalists, being in debt in the 2010's was cheap, and it only got cheaper between 2010 and 2020. If people could secure loans for ~3% or 4% annual interest, well then a $100,000 loan only really costs $3,000 of interest a year to keep afloat. And if inflation is higher than that or at least similar, you're still beating the system.
So from 2010 through early 2022, times were good for tech companies. Startups could take off with massive growth, showing massive potential for something, and venture capitalists would throw infinite money at them in the hopes of pegging just one winner who will take off. And supporting the struggling investments or the long-haulers remained pretty cheap to keep funding.
You hear constantly about "Such and such app has 10-bazillion users gained over the last 10 years and has never once been profitable", yet the thing keeps chugging along because the investors backing it aren't stressed about the immediate future, and are still banking on that "eventually" when it learns how to really monetize its users and turn that profit.
The pandemic in 2020 took a magnifying-glass-in-the-sun effect to this, as EVERYTHING was forcibly turned online which pumped a ton of money and workers into tech investment. Simultaneously, money got really REALLY cheap, bottoming out with historic lows for interest rates.
Then the tide changed with the massive inflation that struck late 2021. Because this all-gas no-brakes state of things was also contributing to off-the-rails inflation (along with your standard-fare greedflation and price gouging, given the extremely convenient excuses of pandemic hardships and supply chain issues). The federal reserve whipped out interest rate hikes to try to curb this huge inflation, which is like a fire extinguisher dousing and suffocating your really-cool, actively-on-fire party where everyone else is burning but you're in the pool. And then they did this more, and then more. And the financial climate followed suit. And suddenly money was not cheap anymore, and new loans became expensive, because loans that used to compound at 2% a year are now compounding at 7 or 8% which, in the language of compounding, is a HUGE difference. A $100,000 loan at a 2% interest rate, if not repaid a single cent in 10 years, accrues to $121,899. A $100,000 loan at an 8% interest rate, if not repaid a single cent in 10 years, more than doubles to $215,892.
Now it is scary and risky to throw money at "could eventually be profitable" tech companies. Now investors are watching companies burn through their current funding and, when the companies come back asking for more, investors are tightening their coin purses instead. The bill is coming due. The free money is drying up and companies are under compounding pressure to produce a profit for their waiting investors who are now done waiting.
You get enshittification. You get quality going down and price going up. You get "now that you're a captive audience here, we're forcing ads or we're forcing subscriptions on you." Don't get me wrong, the plan was ALWAYS to monetize the users. It's just that it's come earlier than expected, with way more feet-to-the-fire than these companies were expecting. ESPECIALLY with Wall Street as the other factor in funding (public) companies, where Wall Street exhibits roughly the same temperament as a baby screaming crying upset that it's soiled its own diaper (maybe that's too mean a comparison to babies), and now companies are being put through the wringer for anything LESS than infinite growth that Wall Street demands of them.
Internal to the tech industry, you get MASSIVE wide-spread layoffs. You get an industry that used to be easy to land multiple job offers shriveling up and leaving recent graduates in a desperately awful situation where no company is hiring and the market is flooded with laid-off workers trying to get back on their feet.
Because those coin-purse-clutching investors DO love virtue-signaling efforts from companies that say "See! We're not being frivolous with your money! We only spend on the essentials." And this is true even for MASSIVE, PROFITABLE companies, because those companies' value is based on the Rich Person Feeling Graph (their stock) rather than the literal profit money. A company making a genuine gazillion dollars a year still tears through layoffs and freezes hiring and removes the free batteries from the printer room (totally not speaking from experience, surely) because the investors LOVE when you cut costs and take away employee perks. The "beer on tap, ping pong table in the common area" era of tech is drying up. And we're still unionless.
Never mind that last part.
And then in early 2023, AI (more specifically, Chat-GPT which is OpenAI's Large Language Model creation) tears its way into the tech scene with a meteor's amount of momentum. Here's Microsoft's prize pig, which it invested heavily in and is galivanting around the pig-show with, to the desperate jealousy and rapture of every other tech company and investor wishing it had that pig. And for the first time since the interest rate hikes, investors have dollar signs in their eyes, both venture capital and Wall Street alike. They're willing to restart the hose of money (even with the new risk) because this feels big enough for them to take the risk.
Now all these companies, who were in varying stages of sweating as their bill came due, or wringing their hands as their stock prices tanked, see a single glorious gold-plated rocket up out of here, the likes of which haven't been seen since the free money days. It's their ticket to buy time, and buy investors, and say "see THIS is what will wring money forth, finally, we promise, just let us show you."
To be clear, AI is NOT profitable yet. It's a money-sink. Perhaps a money-black-hole. But everyone in the space is so wowed by it that there is a wide-spread and powerful conviction that it will become profitable and earn its keep. (Let's be real, half of that profit "potential" is the promise of automating away jobs of pesky employees who peskily cost money.) It's a tech-space industrial revolution that will automate away skilled jobs, and getting in on the ground floor is the absolute best thing you can do to get your pie slice's worth.
It's the thing that will win investors back. It's the thing that will get the investment money coming in again (or, get it second-hand if the company can be the PROVIDER of something needed for AI, which other companies with venture-back will pay handsomely for). It's the thing companies are terrified of missing out on, lest it leave them utterly irrelevant in a future where not having AI-integration is like not having a mobile phone app for your company or not having a website.
So I guess to reiterate on my earlier point:
Drowned rats. Swimming to the one ship in sight.
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captain-ultimat-doggo · 5 months ago
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Humans entering space and realizing we are so small. We are mice compared to these giant races with their advanced machinery and technologies and experiences beyond us- except that we're humans. And our engineers dive into the new tech and once we learn the principles we also soon realize how Inefficient everything is. Their "microchips" are the size of cars, their storage drives are basically buildings, and they somehow store less data than ours. So, human companies take advantage, and tech starts rolling out. Massive and there's a lot of wasted space so that it can be managed with larger hands/pincers/claws/tentacles, but also so much more efficient than anything the galaxy has seen before.
Human technicians start hopping ships and upkeeping the general maintenance, the stuff that most aliens put off or don't notice because they never access the crevices of their ships. As human companies become more popular and lead the tech world in everything from warp cores to game stations ("it's so compact! How are the graphics so good?" Says a 60' tall grimbleback, holding a new VR headset that has all of its components included because it's so BIG by our tech standards), soon many things have accessibility ports for humans to be able to use as well. This means that these shiprats hoping ship to ship cause such a huge improvement in everything running smoothly, and there's a huge downtick in pests on ships because those "pests" are not only big enough and aggressive enough to bite a pitbull or a person in half, they're invasive to so many planets and humans hate nothing more than dog killing planet overrunning monsters.
All the while, from the Aliens perspective, humans are an elusive race that don't fraternize much with them. You almost never see a human as most places aren't exactly safe for the little things to run around in. They do export so much stuff though, and the custodial staff at the Central Galactic Outpost insists that there's more humans around than any other race if you just know where to look.
And sure it's somewhat known that some of the little daredevils hop ships and help out in exchange for room and board, usually without permission, but that can't be that common, can it?
Maybe your ship is running better this cycle ever since you stopped at the last station, that just means that tuneup was better than you thought. And maybe for some reason that program you were working on last night is finished when you wake up, but you're so tired maybe you finished it before you passed out. Somehow that faulty light in the galley has fixed itself as well, which is odd, but maybe the Engineer finally got to it. You'd know if there was someone else on your ship.
Right?
... You leave a little bowl of berries out as a thank you, just in case. You're not sure what humans like but you've heard they have a sweet tooth.
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bi-writes · 6 months ago
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whats wrong with ai?? genuinely curious <3
okay let's break it down. i'm an engineer, so i'm going to come at you from a perspective that may be different than someone else's.
i don't hate ai in every aspect. in theory, there are a lot of instances where, in fact, ai can help us do things a lot better without. here's a few examples:
ai detecting cancer
ai sorting recycling
some practical housekeeping that gemini (google ai) can do
all of the above examples are ways in which ai works with humans to do things in parallel with us. it's not overstepping--it's sorting, using pixels at a micro-level to detect abnormalities that we as humans can not, fixing a list. these are all really small, helpful ways that ai can work with us.
everything else about ai works against us. in general, ai is a huge consumer of natural resources. every prompt that you put into character.ai, chatgpt? this wastes water + energy. it's not free. a machine somewhere in the world has to swallow your prompt, call on a model to feed data into it and process more data, and then has to generate an answer for you all in a relatively short amount of time.
that is crazy expensive. someone is paying for that, and if it isn't you with your own money, it's the strain on the power grid, the water that cools the computers, the A/C that cools the data centers. and you aren't the only person using ai. chatgpt alone gets millions of users every single day, with probably thousands of prompts per second, so multiply your personal consumption by millions, and you can start to see how the picture is becoming overwhelming.
that is energy consumption alone. we haven't even talked about how problematic ai is ethically. there is currently no regulation in the united states about how ai should be developed, deployed, or used.
what does this mean for you?
it means that anything you post online is subject to data mining by an ai model (because why would they need to ask if there's no laws to stop them? wtf does it matter what it means to you to some idiot software engineer in the back room of an office making 3x your salary?). oh, that little fic you posted to wattpad that got a lot of attention? well now it's being used to teach ai how to write. oh, that sketch you made using adobe that you want to sell? adobe didn't tell you that anything you save to the cloud is now subject to being used for their ai models, so now your art is being replicated to generate ai images in photoshop, without crediting you (they have since said they don't do this...but privacy policies were never made to be human-readable, and i can't imagine they are the only company to sneakily try this). oh, your apartment just installed a new system that will use facial recognition to let their residents inside? oh, they didn't train their model with anyone but white people, so now all the black people living in that apartment building can't get into their homes. oh, you want to apply for a new job? the ai model that scans resumes learned from historical data that more men work that role than women (so the model basically thinks men are better than women), so now your resume is getting thrown out because you're a woman.
ai learns from data. and data is flawed. data is human. and as humans, we are racist, homophobic, misogynistic, transphobic, divided. so the ai models we train will learn from this. ai learns from people's creative works--their personal and artistic property. and now it's scrambling them all up to spit out generated images and written works that no one would ever want to read (because it's no longer a labor of love), and they're using that to make money. they're profiting off of people, and there's no one to stop them. they're also using generated images as marketing tools, to trick idiots on facebook, to make it so hard to be media literate that we have to question every single thing we see because now we don't know what's real and what's not.
the problem with ai is that it's doing more harm than good. and we as a society aren't doing our due diligence to understand the unintended consequences of it all. we aren't angry enough. we're too scared of stifling innovation that we're letting it regulate itself (aka letting companies decide), which has never been a good idea. we see it do one cool thing, and somehow that makes up for all the rest of the bullshit?
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nasa · 11 months ago
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LaRue Burbank, mathematician and computer, is just one of the many women who were instrumental to NASA missions.
4 Little Known Women Who Made Huge Contributions to NASA
Women have always played a significant role at NASA and its predecessor NACA, although for much of the agency’s history, they received neither the praise nor recognition that their contributions deserved. To celebrate Women’s History Month – and properly highlight some of the little-known women-led accomplishments of NASA’s early history – our archivists gathered the stories of four women whose work was critical to NASA’s success and paved the way for future generations.
LaRue Burbank: One of the Women Who Helped Land a Man on the Moon
LaRue Burbank was a trailblazing mathematician at NASA. Hired in 1954 at Langley Memorial Aeronautical Laboratory (now NASA’s Langley Research Center), she, like many other young women at NACA, the predecessor to NASA, had a bachelor's degree in mathematics. But unlike most, she also had a physics degree. For the next four years, she worked as a "human computer," conducting complex data analyses for engineers using calculators, slide rules, and other instruments. After NASA's founding, she continued this vital work for Project Mercury.
In 1962, she transferred to the newly established Manned Spacecraft Center (now NASA’s Johnson Space Center) in Houston, becoming one of the few female professionals and managers there.  Her expertise in electronics engineering led her to develop critical display systems used by flight controllers in Mission Control to monitor spacecraft during missions. Her work on the Apollo missions was vital to achieving President Kennedy's goal of landing a man on the Moon.
Eilene Galloway: How NASA became… NASA
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Eilene Galloway wasn't a NASA employee, but she played a huge role in its very creation. In 1957, after the Soviet Union launched Sputnik, Senator Richard Russell Jr. called on Galloway, an expert on the Atomic Energy Act, to write a report on the U.S. response to the space race. Initially, legislators aimed to essentially re-write the Atomic Energy Act to handle the U.S. space goals. However, Galloway argued that the existing military framework wouldn't suffice – a new agency was needed to oversee both military and civilian aspects of space exploration. This included not just defense, but also meteorology, communications, and international cooperation.
Her work on the National Aeronautics and Space Act ensured NASA had the power to accomplish all these goals, without limitations from the Department of Defense or restrictions on international agreements. Galloway is even to thank for the name "National Aeronautics and Space Administration", as initially NASA was to be called “National Aeronautics and Space Agency” which was deemed to not carry enough weight and status for the wide-ranging role that NASA was to fill.
Barbara Scott: The “Star Trek Nerd” Who Led Our Understanding of the Stars
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A self-described "Star Trek nerd," Barbara Scott's passion for space wasn't steered toward engineering by her guidance counselor. But that didn't stop her!  Fueled by her love of math and computer science, she landed at Goddard Spaceflight Center in 1977.  One of the first women working on flight software, Barbara's coding skills became instrumental on missions like the International Ultraviolet Explorer (IUE) and the Thermal Canister Experiment on the Space Shuttle's STS-3.  For the final decade of her impressive career, Scott managed the flight software for the iconic Hubble Space Telescope, a testament to her dedication to space exploration.
Dr. Claire Parkinson: An Early Pioneer in Climate Science Whose Work is Still Saving Lives
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Dr. Claire Parkinson's love of math blossomed into a passion for climate science. Inspired by the Moon landing, and the fight for civil rights, she pursued a graduate degree in climatology.  In 1978, her talents landed her at Goddard, where she continued her research on sea ice modeling. But Parkinson's impact goes beyond theory.  She began analyzing satellite data, leading to a groundbreaking discovery: a decline in Arctic sea ice coverage between 1973 and 1987. This critical finding caught the attention of Senator Al Gore, highlighting the urgency of climate change.
Parkinson's leadership extended beyond research.  As Project Scientist for the Aqua satellite, she championed making its data freely available. This real-time information has benefitted countless projects, from wildfire management to weather forecasting, even aiding in monitoring the COVID-19 pandemic. Parkinson's dedication to understanding sea ice patterns and the impact of climate change continues to be a valuable resource for our planet.
Make sure to follow us on Tumblr for your regular dose of space! 
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harisystems · 2 years ago
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ChatGPT - How to Become a Data Engineer - Become a Big Data Engineer
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its-avalon-08 · 3 months ago
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Could you do a Lando one where he and reader have been together since the beginning of his F1 career and during the current season, where he has a chance to compete for the championship against Verstappen and since he won his first race, reader slowly realizes how distant and focused on winning the drivers' championship he is becoming from her and his fans along with the media also realize this, and after he has a chance to win the race and reduce the advantage against Max, she finally confronts him and they have an argument to the point where he tells her that she is being a distraction and that they should break up and she agrees and packs her things and leaves for Carlos' house for a while and Carlos and Rebecca comfort her and let her stay as long as necessary. And weeks after that, everyone realizes how sad Lando is and sees that Reader is no longer present with him at the races and he sees the stupidity he did due to the pressure he is under and tries in every way to talk to Reader and asking her for a second chance, but to no avail. And when Lando loses the championship, he admits to everyone what an idiot he was for letting the pressure of competing for the title end the most important thing in his life, which is his relationship, and mentions that Reader has always been through his ups and downs and that he only asks that if Reader is watching that interview, she forgive him. And days later, when he returns to Monaco, he hears someone knocking on the door and he opens it and sees Reader with tears in her eyes saying that she saw his interview and that she forgives him
i love u anon I LOVE U
the sound of the woman that loves you (ln4)
✦ pairing - lando norris x female!reader
✦ genre - angst, tears, comfort, neglect
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The paddock was buzzing with energy, cameras flashing as media and fans swarmed the track, but Lando Norris walked through it all with a focused, unbreakable gaze. Y/N, his girlfriend of six years, was standing on the sidelines, arms crossed tightly. She knew this season was different – the stakes were higher, and Lando had a real shot at the championship, but something else felt different, too.
She gave him a small wave as he approached, expecting the usual grin, maybe even a quick hug. Instead, he nodded at her, barely slowing his stride.
“Good luck out there, Lando,” she called, keeping her voice light.
He looked back briefly. “Thanks. I need to get to the garage.” And with that, he disappeared into the McLaren motorhome, leaving Y/N in the midst of a crowd of curious onlookers.
She glanced at her phone, scrolling through Twitter to distract herself.
@F1Fanatic2024: “Anyone else feel like Lando's been acting… different lately? He’s so much more serious these days. Miss the old Norris 😕 #ItalianGP” @NorrisNation: “Gotta be the championship pressure. But I miss seeing him and Y/N together, they were always so cute! Now he barely even looks her way�� #Monza”
Y/N sighed. The fans weren’t the only ones who noticed. She felt it every day. Since his first win in Silverstone, Lando seemed to have put on a new armor, impenetrable and distant. At first, she chalked it up to the pressure of being a real championship contender, but recently, it felt like there was something more.
Later, In the McLaren Motorhome
“Lando,” she called, poking her head into his team room after qualifying.
He barely looked up from his notes. “Yeah?”
Y/N hesitated. “I thought… maybe we could grab dinner tonight? You know, relax a bit before the race tomorrow?”
He didn’t even pause, scribbling something down. “Sorry, can’t. I have to go over data with the engineers.”
“Oh… okay. Maybe after the race?”
“If it goes well, sure.” He finally looked up, flashing a tight smile. “If I’m going to have any chance at catching up to Max, I can’t waste time right now.”
Her heart sank. She managed a weak smile back. “Of course. I understand.”
But it was hard to ignore the shift. They’d been through so much together, from his first race to his first podium. She remembered the nights they’d stayed up in hotel rooms talking about their dreams and fears. Now, it felt like she was just another face in the paddock.
Race Day
Lando finished second, close on Max’s heels, reducing the gap in the standings. His fans erupted on social media.
@F1Racer2024: “YESSSS! That’s how you do it, Lando! One step closer to the championship!! #TeamLando” @NorrisY/N_Fanpage: “Does anyone else miss the times when Lando would celebrate with Y/N after every race? She was his biggest cheerleader… what happened? 🥺”
As Lando stepped off the podium, Y/N waited in the sidelines, her heart racing. She expected him to come over like he used to, the way he would spot her instantly and pull her into a hug, podium champagne still dripping off him. But instead, he went straight to the team, surrounded by cameras and fans. She stood there, watching, a bit more alone than she’d felt before.
Eventually, he made his way over to her, but even then, it felt rushed.
“Good race,” she said, smiling up at him, hoping to capture a moment of the old Lando.
He nodded, barely slowing down. “Yeah, thanks. Still gotta catch Max, though. Can’t celebrate too much yet.”
She reached out, touching his arm gently. “Lando, you did amazing today. Can we just… have a moment? Just you and me?”
He shifted uncomfortably, glancing around. “I can’t right now, Y/N. There’s so much at stake.”
Her face fell, but she nodded. “Right. Of course.”
That Night – Hotel Room
Y/N lay in bed, staring at the ceiling, feeling the distance between them like a canyon. She reached for her phone, scrolling through the usual F1 fan accounts and updates, and her heart sank a little further as she read the latest tweets.
@RacingGirl2024: “Remember when Lando used to bring Y/N to all the team celebrations? Now it’s all business with him. #MissThem” @LandoF1Updates: “Lando’s chasing that championship with everything he’s got, but is it just me, or has he left everything else behind? #FocusedButDistant”
She knew it wasn’t just her imagination – everyone saw it. She missed the days when Lando had room in his life for them both, but lately, it seemed like racing was the only thing on his mind.
The door creaked open as Lando finally came in. He looked exhausted, eyes tired and a bit dull, but still carrying the spark of his competitive spirit.
“You’re still awake?” he murmured, slipping off his jacket.
“Yeah,” she whispered, biting her lip. She wanted to tell him how she felt, but seeing his drained face, she hesitated. “I just… I miss you, Lando.”
He stopped, giving her an unreadable look. “I’m right here, Y/N.”
“Not really,” she said softly, voice barely above a whisper. “It’s like… you’ve already left.”
He sighed, rubbing the back of his neck. “I just… I need to focus right now, okay? This could be my only shot at the championship.”
“I get that, Lando. I’ve always supported you – you know that. But… I didn’t think it would mean losing you.”
He looked down, unable to meet her gaze. “I haven’t gone anywhere, Y/N. Just… give me some time, yeah? This is important to me.”
She nodded, swallowing hard. “I know. I’ll be here. I just hope you remember who was there from the start.”
Social Media – Post-Race Reactions
@FormulaHeartbreaks: “Watching Y/N trying to celebrate with Lando and him brushing her off… that hurt to watch 😔 #StayStrongY/N” @WDCdreams: “Lando’s transformation this season is insane – but I’m scared he’s pushing everyone he loves away. Hope he doesn’t regret it #FocusCanCost”
As she lay next to him in the dark, Y/N wondered how much further he was willing to go for this dream – and whether, by the end of it, there would still be room in his life for them.
---
two weeks later – Lando’s Apartment
It had been two weeks of tense silences and brief conversations, filled with polite distance but nothing of the warmth that once defined them. Y/N couldn’t take it anymore. Tonight, they were supposed to have dinner together after weeks of being apart, but Lando was, as always, late. She glanced at the clock, her stomach churning with frustration.
When the door finally opened, Lando walked in, not even bothering to look up as he set his keys down and shrugged off his jacket.
“You’re late,” she said quietly, trying to keep her voice steady.
He sighed, barely glancing at her. “Yeah, the engineers needed me to stay a bit longer. We’re testing some new upgrades for next week’s race.”
“Of course,” she muttered, shaking her head.
He finally looked up, frowning. “What’s that supposed to mean?”
“It means that everything – the team, the races, the data – comes before us now,” she replied, her voice beginning to shake. “You’ve been ignoring me, Lando. Fuck, I barely recognize you anymore.”
He rolled his eyes. “Y/N, we’ve talked about this. I’m so close to the championship. I thought you, of all people, would understand that.”
“I do understand that,” she snapped. “I’ve always been there for you. But you’re acting like I don’t exist. You barely even look at me anymore. Do you realize how painful that is?”
“Painful?” He scoffed. “It’s not like I’m doing anything to you. I’m just focused on something that matters to me right now.”
“What about me?” she cried, her voice cracking. “What about us?”
He took a deep breath, his jaw clenching as he looked away. “Y/N, I don’t have time for this right now.”
Her eyes stung as she fought to hold back tears. “You don’t have time for me,” she whispered. “You have time for everything else – every meeting, every media obligation – but when it comes to me, there’s nothing.”
“Y/N,” he started, his voice low and almost warning, “if you’re so unhappy, maybe you should go. I can’t keep worrying about how you’re feeling when I have this much on the line.”
She blinked, shocked, the tears finally spilling over. “You’re saying I’m a burden? After everything, I’m just… just in the way?”
He threw his hands up, exasperated. “You’re becoming a distraction, Y/N! I can’t focus when you’re constantly upset with me. I need to be 100% in this championship, and right now, I can’t be that with you here, making me feel guilty for every second I spend away from you!”
Y/N’s lip trembled as she tried to hold herself together. “So, what then? We just… end it? Just like that?”
He didn’t answer, just looked away, his face hard and distant. It was the coldest expression she had ever seen on him.
“Fine,” she whispered, nodding to herself. She walked into the bedroom, her hands shaking as she grabbed her suitcase and started packing. Every shirt, every little trinket that she had brought into his space felt like it was mocking her. She heard him pacing outside the room but couldn’t bring herself to stop.
When she emerged, suitcase in hand, he was standing there, arms crossed, face unreadable. For a moment, they just stared at each other, the silence thicker than it had ever been.
“So that’s it then?” she asked, her voice breaking. “Six years, and you can just let it all go for this one shot?”
He didn’t answer, and that hurt more than anything he could have said.
She laughed bitterly, wiping her tears. “I hope this championship is everything you dreamed of, Lando. Because it’s all you’re going to have left.” She pushed past him, tears blurring her vision as she walked out of the apartment, her heart shattering with every step.
Later – Carlos and Rebecca’s House
Y/N knocked, and before she could even drop her hand, the door flew open. Carlos’s concerned face immediately softened when he saw her red-rimmed eyes and trembling figure.
“Oh, Y/N…” he whispered, pulling her into a tight hug. She broke down completely, her sobs muffled against his shoulder. Rebecca joined them in the doorway, gently rubbing Y/N’s back as she let all the heartbreak pour out.
“He… he told me I was a distraction,” she choked out. “After everything, he just… let me go.”
Carlos tightened his hold on her, his jaw clenched. “I’m so sorry, Y/N. He’s an idiot if he can’t see what he’s lost.”
Rebecca guided her inside, settling her on the couch with a soft blanket around her shoulders. “You can stay here as long as you need,” she said gently. “We’re here for you, okay?”
Y/N nodded, wiping her tears, but the pain still sat heavy in her chest. She thought back to all the moments she and Lando had shared – all the late nights, the laughter, the promises they’d made. And now, it all felt like nothing more than empty words.
---
Y/N sat curled up on Carlos and Rebecca’s couch, her fingers gripping a warm mug of tea that Rebecca had handed her, though she hadn’t taken a sip. Carlos and Rebecca sat across from her, exchanging worried glances. Rebecca reached over, placing a gentle hand on Y/N’s shoulder.
“Do you… do you want to talk about it?” Rebecca asked softly, her voice laced with concern. “It might help.”
Y/N swallowed hard, her eyes focusing on the tea in her hands. She’d replayed every painful moment a hundred times in her head, but somehow, saying it out loud made it feel even more real.
Taking a shaky breath, she began. “Lando wasn’t always like this. He used to be so… present. Back when he first started in F1, we were everything to each other. He’d come back from a race, even if he’d had a bad day, and he’d look at me like I was the only good thing he had. He’d call me his ‘anchor,’ you know? Like I was the one keeping him grounded.” Her voice cracked, and she blinked back tears.
Carlos looked away, jaw clenched, clearly struggling to hear how much his friend had hurt her.
“He used to make time for me, no matter what,” Y/N continued, her voice trembling as she remembered. “I remember one night, it was after a particularly bad race. He came home exhausted, and I tried to cheer him up. I was rambling on about some silly story, and he just stopped me, took my face in his hands, and said, ‘I don’t deserve you, you know that?’ I laughed it off, but he was so serious. That was Lando… he always made me feel like I was everything to him.” She let out a small, broken laugh. “Now it’s like… he doesn’t even see me anymore.”
Rebecca’s eyes were full of sympathy, and she leaned forward, gently rubbing Y/N’s back. “He still loves you, Y/N. He’s just… lost in all of this championship pressure. It’s consuming him.”
Y/N shook her head, tears spilling down her cheeks. “That’s what I told myself at first. That it was just temporary. I wanted to be understanding, to give him the space he needed. But it kept getting worse. He’d come home, and it was like he was bringing all the weight of his career with him. He’d barely speak to me, and if he did, it was only about the races, the standings… nothing else.”
Carlos shifted forward, his expression filled with anger on her behalf. “But you were always there for him, through everything. He shouldn’t have taken you for granted.”
“That’s what hurts the most,” Y/N whispered, her voice barely audible. “I tried to support him in every way I could, to be his safe place. But… it’s like he doesn’t need me anymore. Like I’m just in the way of his goal.” She clenched her fists, the pain intensifying as the words came tumbling out. “He told me I was a distraction, Carlos. Like I’m something he needs to get rid of to succeed.”
Carlos’s face hardened, his fists clenching. “That’s not right, Y/N. You were never a distraction. You were his partner.”
Y/N’s gaze dropped to her lap, her voice thick with tears. “I was so proud of him, so in love with him… I still am. But he’s changed. The Lando I fell in love with would never have pushed me away like this. I don’t even know if he’s in there anymore.”
Rebecca pulled Y/N into a tight hug, rubbing her back soothingly as Y/N finally broke down completely, letting the tears fall. “I just… I don’t know how to stop loving him,” she sobbed. “Even after everything, even after he said those horrible things… it still feels like a part of me is missing without him.”
Rebecca tightened her hold, her own eyes shining with tears. “You gave so much of yourself to him, Y/N. It’s going to hurt. But we’re here for you. You’re not alone.”
Y/N’s shoulders shook as she clung to Rebecca, her sobs echoing in the quiet room. Carlos leaned forward, reaching over to gently hold her hand. “I’m so sorry, Y/N,” he murmured. “You deserve so much more than this.”
“I just wish…” she whispered, her voice barely audible, “I wish he could see how much he’s losing. But he’s so wrapped up in his dream, it’s like I don’t matter at all anymore.”
The three of them sat in silence, Rebecca and Carlos offering her the quiet support she desperately needed. And for the first time in a long time, Y/N let herself truly grieve the man she had once loved with everything in her – the man who had loved her just as fiercely but seemed to have slipped away, lost in the world he was so determined to conquer.
---
The first time people noticed, it was subtle – a strange emptiness around Lando that hadn’t been there before. There were no more quick glances to the paddock where Y/N used to stand, no playful smiles or inside jokes shared across the garage. And, most importantly, no sign of Y/N.
The media chalked it up to championship pressure, but his fans weren’t convinced. They flooded his social media with questions.
Twitter
@LandoLover91: Did anyone else notice Y/N hasn’t been at the last few races?
@RacingQueen: Where’s Y/N? She used to be his good luck charm. Lando seems so off without her…
@TeamNorris: You can see it on his face. Something’s missing.
It wasn’t just the fans. In the paddock, everyone saw it too. Even Max and Charles exchanged a look as they watched Lando pace through the garage, his usually confident demeanor tinged with something… off.
Max nudged Charles. “Have you noticed he hasn’t been himself lately?”
Charles nodded, concern flashing in his eyes. “It’s like he’s a ghost of who he used to be. And… Y/N isn’t here anymore.”
Max sighed, crossing his arms. “He pushed her away. I don’t think he even realized what he was doing until it was too late.”
In the McLaren Garage
Carlos was leaning against a wall, arms crossed, watching Lando carefully. He’d been giving Lando the cold shoulder ever since Y/N had shown up at his house in tears. Lando approached Carlos, a hint of desperation in his eyes.
“Carlos,” Lando started, his voice low. “I need to talk to you.”
Carlos’s gaze hardened, and he crossed his arms, his posture rigid. “Oh? Suddenly, you want to talk? Funny, because Y/N wanted to talk too. She begged you to hear her, and you threw her aside. Now, you’re here?”
Lando flinched, guilt swirling in his stomach. “I… I messed up, Carlos. I know that. I let the pressure get to me, and I said things I didn’t mean.”
Carlos’s face remained unyielding. “Didn’t mean? You called her a distraction. After everything she did to support you, to be there for you, you reduced her to an inconvenience.” His voice was laced with bitterness.
Lando’s shoulders slumped. “I know, okay? I know I ruined everything. I’ve been trying to talk to her, but she won’t answer my calls, won’t respond to my messages. I just… I need her back, Carlos. She’s the one good thing in my life, and I pushed her away.”
Carlos shook his head. “Do you even hear yourself? You only realize her worth now that she’s gone. What did you expect, that she’d wait around forever while you treated her like she didn’t matter?”
Lando’s voice cracked, desperation spilling over. “I don’t know what to do. I’ll do anything to make it right. Please, Carlos, just… tell her that I’m sorry.”
Carlos scoffed. “You think I’m going to deliver your apologies for you? If she wanted to talk to you, she would have. And after the way you treated her, I don’t blame her one bit for staying away.” Carlos’s eyes softened briefly, but it only made his tone more cutting. “You lost someone who loved you with everything she had, and you took it all for granted. Now, you have to live with that.”
Later, in the Drivers’ Lounge
Lando sat alone, staring at his phone, the endless stream of unanswered messages mocking him. The door swung open, and Max and Charles stepped in, glancing at him with a mix of pity and frustration.
Max crossed his arms, looking down at him. “You’re a mess, Lando.”
Lando’s head snapped up, eyes bloodshot. “What do you want me to say? I know I screwed up.”
Charles sat beside him, his voice gentle but firm. “Why didn’t you see it sooner? Y/N was always there for you. We all saw it – the way she looked at you, the way she believed in you. And you threw it all away for what? A title?”
“It’s not just about the title!” Lando said, his voice breaking. “I was under so much pressure… everyone was expecting me to be perfect, to finally beat Max. I thought… I thought if I just focused, if I could just give everything to racing, I’d be enough.”
Max shook his head, his expression a rare mix of sympathy and disappointment. “And now? Are you enough?”
Lando’s throat tightened, and he looked down, unable to answer. The truth hung heavy in the silence, a truth he could no longer deny.
“I don’t know what to do,” he whispered. “I keep replaying that night, every horrible word I said to her… and I can’t take any of it back.”
Charles placed a hand on his shoulder. “Sometimes, Lando… there’s no going back. Maybe you just have to live with the choices you made.”
Back in the Garage
As the race weekend continued, the fans picked up on it too. Lando’s pit crew noticed his silence, the empty look in his eyes when he glanced toward the area where Y/N would usually stand, cheering him on. His lap times were erratic, and his usual spark was gone.
Carlos passed by, catching Lando looking lost and out of place in his own space. He leaned over, his voice low. “You’re hurting now, aren’t you? Feeling what she felt when you pushed her away. But you have to understand – you did this to yourself.”
Lando’s voice wavered, a raw edge of desperation seeping through. “Carlos, please. I can’t lose her. I don’t know how to do any of this without her.”
Carlos shook his head, his face impassive. “You made that choice when you told her she was just a distraction. She loved you, Lando. Truly loved you. But you made her feel like she wasn’t worth your time.”
Lando’s face fell, the words striking him harder than any crash he’d ever endured. “I thought I could fix it…”
“Some things can’t be fixed,” Carlos said, voice cold. “Some things… you have to live with. You’re going to realize, probably too late, that your title won’t fill the space she left. You traded something priceless for something you can only hold for a year.” With that, Carlos walked away, leaving Lando alone to the silence of his regrets.
---
Lando sat on the edge of his bed in his darkened hotel room, staring at his phone screen. His fingers hovered over the screen as he typed out another message to Y/N, his heart sinking lower with every word. He’d sent so many texts over the past few weeks, each one unanswered, each one leaving him more desperate than before.
Text Messages to mylove<3
Lando: I know I don’t deserve it, but please, Y/N, just talk to me. Please.
Lando: I’m so sorry. I was wrong, about everything. You were never a distraction. You were the only thing keeping me grounded.
Lando: I can’t believe I said those things to you. Please, I need to make it right.
Lando: Y/N, please come back. I miss you so much. I miss us.
The messages stayed marked as “delivered” but never “read.” Each notification that appeared on his screen felt like a punch to his gut. He opened their old messages, scrolling through the conversations where she used to send him good luck texts, little jokes, and photos that made him laugh on the toughest days. Now, the screen was empty, and it tore at him in ways he hadn’t expected.
He tried one last time, his fingers trembling.
Lando: Please, Y/N. Just one word. Just let me know you’re okay.
He waited, staring at the screen, hoping against hope that this time, she’d respond. But there was nothing. Just the cold silence of his phone screen mocking him, reminding him of the gaping hole he’d created in his life.
Finally, he threw the phone onto the bed, burying his face in his hands. A shuddering breath escaped him as he fought back the tears that had been welling up since she’d left. The weight of his regret was crushing, pressing down on his chest until he couldn’t hold it in anymore.
He broke down, the sobs wracking his body as he thought about all the times he’d taken her presence for granted, all the ways she’d been his rock, his source of strength. And now, in his pursuit of a title, he’d thrown it all away.
“Why did I do this?” he whispered to the empty room, his voice barely audible through the tears. “Why was I so stupid?”
He thought back to the last time he’d seen her, the pain in her eyes, the betrayal. She had been there through every single moment of his career, from the early struggles to his first win. And in the blink of an eye, he’d reduced her to something he could discard.
The sobs only grew louder, his shoulders shaking as the guilt crushed him. He could barely breathe, the weight of it all suffocating him. He’d lost the one person who truly loved him, who’d been there through everything – and now, he’d do anything to turn back time, to tell her how much she meant to him, to take back every cruel word.
But it was too late. All he had now was the silence, the cold realization of what he’d lost forever.
With trembling hands, he picked up his phone once more, typing out another desperate message, his vision blurred from the tears.
Text Message to mylove<3
Lando: I’ll wait as long as it takes. I’ll wait forever if I have to. I just… I just want you back.
But even as he hit send, he knew it wouldn’t be enough. And that knowledge only made the pain cut deeper, leaving him sobbing in the dark, broken and alone.
----
The championship had come down to the final race, and it slipped through Lando’s fingers. Second place. It was supposed to be the peak of his career, the culmination of years of hard work and sacrifice. But as he stood on the podium, looking out over the cheering crowd, all he felt was emptiness.
He’d traded everything for a shot at the title. And now, even with the world’s eyes on him, he felt alone.
The post-race interview was supposed to be about the championship battle. The questions started there, but it quickly turned into something else, something Lando couldn’t hold back any longer.
He took a deep breath, voice wavering as he spoke into the microphone. “I know today was supposed to be a celebration, and it should be. But I need to be honest… I made a huge mistake this season, one that I’ll regret for the rest of my life.”
The room went silent, the reporters leaning forward, sensing the weight of his words.
“I… I let the pressure of this championship get to me. I thought that if I could just focus, if I could give everything to racing, I’d find happiness. But in that process, I lost the most important thing in my life.” His voice broke, his hand tightening around the mic as he struggled to continue. “I pushed away the person who’s been there for me since the beginning. Through all the ups and downs, the wins and losses… she was always there, believing in me even when I didn’t believe in myself.”
Lando’s gaze drifted to the floor, shame filling his expression. “And I told her she was a distraction. I let her believe she wasn’t enough because I was too blinded by this… this dream. I’m an idiot for thinking a title could ever replace someone like her. I know I messed up. I know I hurt you more than anyone ever should, and if I could take it all back, I would. I’d give up every race, every trophy, every… every chance at this championship if it meant having you back. You were never a distraction. You were the only thing that kept me grounded, that kept me… sane.”
His eyes lifted to the camera, his voice soft but clear. “If… if she’s watching this, if she can hear me… I just want her to know that I’m sorry. More than anything, I want her to forgive me. I know I don’t deserve it, but I love her. And I would give up everything, every podium, every title… just to have her back. I didn’t realize what I had until I lost it. And now… now I’d do anything, anything to make it up to you. I know I don’t deserve it, but if you can ever find it in your heart to forgive me… I’ll spend the rest of my life making sure you never feel like that again.”
The room was quiet, the air thick with the weight of his confession. Lando’s face was streaked with the tears he’d tried to keep at bay, his vulnerability laid bare for the world to see.
Days Later, Monaco
Back in Monaco, Lando felt like a shell of himself. He moved through his days on autopilot, haunted by the memories of what he’d lost. The house felt empty without her presence, her laughter, her comforting words. He spent hours lying awake at night, staring at the ceiling, replaying that interview in his head, hoping that maybe, somehow, she’d heard his words.
Then, one quiet evening, there was a knock at the door. It was tentative, hesitant, as if the person on the other side was unsure.
Lando’s heart raced as he walked to the door, a flicker of hope sparking in his chest. He opened it slowly, and there she was – Y/N, standing on his doorstep, tears in her eyes. Her face was etched with a mixture of pain and longing, the same emotions he’d been carrying since the day she left.
There she stood, Y/N, with tear-streaked cheeks and an expression he couldn’t quite decipher. Her lips trembled as she looked up at him, the softness in her eyes bringing fresh pain and, maybe, a glimmer of hope.
“Y/N…” His voice was barely a whisper, his heart pounding so hard he could barely breathe.
She blinked up at him, trying to hold back more tears. “I saw your interview, Lando,” she murmured, her voice breaking slightly.
He swallowed, nodding, unsure of what to say. “I… I meant every word. I know it doesn’t change what I did, but—”
“I know,” she interrupted gently, stepping closer. “I know you did. And I believe you.”
Lando’s breath hitched, the weight of her words settling over him like a warm blanket, thawing the cold ache that had plagued him for weeks. “Does that… does that mean…”
She nodded, a small, sad smile pulling at her lips. “I forgive you, Lando.”
Unable to hold back anymore, he closed the distance between them, arms wrapping around her, holding her close like she might disappear if he let go. She melted into his embrace, her own arms wrapping around him tightly, her face buried in his chest.
“I’m so, so sorry,” he murmured into her hair, his voice thick. “I never wanted to hurt you. I was so stupid. I should’ve known—”
“Shh,” she whispered, pulling back slightly to look up at him. “We both said things we didn’t mean. I just… I missed you so much.”
He cupped her face gently, his thumb brushing away a stray tear. “You have no idea how much I’ve missed you, too. I’d give up everything if it meant I’d never hurt you again. I don’t care about the championship, Y/N. None of it matters without you.”
Her hand came up to rest on his cheek, and she gave him a watery smile. “I don’t want you to give up anything, Lando. I just… I want to be part of your life, not something you feel you need to push away.”
“You are my life,” he said fervently, pressing his forehead against hers. “And I’ll never, ever forget that again.”
She laughed softly, though it was more of a hiccup, as more tears slipped down her cheeks. “Promise?”
He nodded, his own eyes glistening with unshed tears. “I swear. I’m not letting go this time, no matter what. You’re stuck with me.”
“Good,” she whispered, her fingers tracing the line of his jaw, grounding herself in his warmth. “Because I don’t think I could ever walk away again.”
Without another word, he leaned down, capturing her lips in a gentle, lingering kiss, the kind that seemed to say all the things he’d failed to put into words. She kissed him back, pouring every ounce of her love and forgiveness into it, their arms tightening around each other as if trying to make up for every moment they’d lost.
When they finally pulled back, both of them breathless, she rested her head on his chest, listening to the steady beat of his heart.
“You know,” she said softly, looking up at him with a mischievous smile. “I kind of enjoyed seeing you grovel on national television.”
He chuckled, his laugh a little choked with emotion. “Well, if that’s what it takes to make you stay, I’ll do it every day if I have to.”
She shook her head, a laugh escaping her. “I don’t think you’ll need to. Just… remember to let me in, okay? We’re a team, you and me.”
He nodded, pressing a kiss to her forehead. “A team. Forever.”
And as they stood there, wrapped in each other’s arms, Lando felt for the first time in weeks that everything might actually be okay again.
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littjara-mirrorlake · 4 months ago
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Principles of Asexual Heredity in the Phyrexian Organism
We know these things for sure about Phyrexian reproductive biology:
Phyrexians reproduce asexually; it is well known that one drop of oil, from one individual, is enough to birth a population of offspring (such as all of New Phyrexia) or convert a non-Phyrexian organism.
Phyrexians natively born of the oil ("core-born") inherit mnemonic and phenotypic (appearance) information from the oil that created them. For example, core-born Phyrexians of the Orthodoxy naturally develop porcelain metal; it is an inherited, lineage-specific trait. The oil also carries ancestral knowledge such as the Phyrexian language and echoes of history.
The five suns of Mirrodin somehow caused the originally mono-black lineage of Phyrexian oil to splinter into five colored lineages. They may have all arisen from one drop of oil, but they are phenotypically diverse.
(Little canon data is given about the genealogies of core-born newts, but it would most logically follow that Phyrexians descend from single-parent lines, a family tree with continually forking branches and no unions of mating as with sexually reproducing organisms.)
The mechanism I propose for the diversification of Phyrexians on Mirrodin is mana-induced mutagenesis. As a deeply magical material, it follows that Phyrexian oil is prone to being influenced by concentrated sources of mana, such as the suns of Mirrodin (which were trapped in the core, in close proximity to the progenitor oil, during the birth of New Phyrexia). Exposure to mana can thus cause de novo mutation in glistening oil that manifests as novel phenotypic traits in resulting Phyrexians. These mutations are not random, guiding phenotypes to align with the color causing the mutation.
Then there is the issue of inheritance via phyresis, or compleating another organism which was not originally Phyrexian by introducing Phyrexian genetic material into its body. To keep it simple I will begin with mono-color infections: an organism is infected with oil from a Phyrexian whose lineage traits (i.e. white-aligned Orthodoxy lineage, porcelain) may not match their own color identity.
Hypothesis: Phenotype (what color/type of Phyrexian an infected individual becomes) is determined solely by the color of infection, not the subject's own colors. Crucially this isn't the same as color identity; i.e. one can be a porcelain Phyrexian and still have a Boros identity by gaining red-aligned values or retaining them from a pre-compleation life, even though their phenotype is white only. (Much like how elves are associated with green mana, but Simic-identity elves exist.) This phenotype color, in turn, is also what would be passed down to any newts the turned individual creates, or subjects they themselves infect.
MOM corroborates this hypothesis. A mono-black-aligned human, upon exposure to Progress Engine oil, becomes a Phyrexian with a pure blue-aligned phenotype. The changes to their color identity are additive--they retain black alignment--but their phenotype is blue only. All the transforming creatures of MOM follow this pattern.
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However, Planeswalkers in ONE did not. For example, Jace was infected by Vraska, who had both black color identity and a black/Thanes-aligned phenotype, but spontaneously developed eyestalks and other traits characteristic of blue Phyrexians from the Progress Engine.
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New hypothesis: Individuals with a strong enough internal concentration of mana, i.e. Planeswalkers, cause oil to mutate in vivo to align with their own color, much like how the suns mutated oil in Mirrodin's core. This further shows that mana-induced mutagenesis is color-specific. This should however create a new blue lineage, independent of the Progress Engine, also spawned of blue mana but not necessarily identical. I do not have an explanation for Jace's resemblance to the Progress Engine besides convergent "evolution."
Proposed further study (not ethics-approved): Infect a colorless Planeswalker, i.e. Ugin, with colored oil to test whether a null color identity still has mutagenic effects.
To complicate this, though, we also have examples of Phyrexians who are chimeras of multiple colors, combining traits of different lineages. Vishgraz was assembled with material (genetic and otherwise) from a white, a green, and a black Phyrexian. It makes sense that Phyrexians put together in this patchwork way could have a combination phenotype. Atraxa was not assembled from scratch, but infected with four separate colors at once. Maybe there are just four types of oil circulating in her body?
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I am, of course, interested in inheritance. If these Phyrexians show combined phenotypes, what colored trait(s) do they actually pass down? Do they have individual "cells" that are still only white, only green, only black, etc., or did the colors somehow combine on the most basic hereditary unit level? Thankfully, we actually do have an example of a "chimera" Phyrexian asexually producing core-born offspring: Ixhel.
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Ixhel shares multiple colors with Atraxa, not only in her color identity but also apparent phenotype (she has both Orthodoxy porcelain and Swarm copper). Two possibilities here: 1) She truly inherited both genetically; Atraxa passes down multiple colors when she reproduces. 2) Her "core" physiology is still rooted in one color, i.e. white porcelain, and the green parts were added after the fact. I don't have an answer for this, but it's intriguing to consider.
Proposed further study: Attempt to isolate the smallest "unit" of Phyrexian heredity (one single nanobot of the oil) and test if it can only store information about one color, or multiple. See if a germ is formed from only one of these units, as with eukaryotic zygotes, or from multiple.
My theories of Phyrexian reproductive biology remain highly speculative, but every new piece of data adds fuel to this fire, and I have plenty to elaborate on in later posts. If only the interplanar ethics committee would stop delaying my research.
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cherryxbooo · 30 days ago
Text
I've got you ... always
Summary: Working as a Mercedes engineer has always been challenging, but with men constantly looking down on you, it becomes unbearable. Lewis is quick to put a stop to it, and fight for justice.
Note: First of all, I want to thank all of you for the love you've shown me so far. I really appreciate it! 🤍 The reason I chose this storyline is to address the issue of sexism and misogyny in workplaces. Unfortunately, this still happens far too often, and with this fic, I hope to bring much-needed attention to this subject. Just know you're not alone 🫶
Reader x Lewis Hamilton
Warning: misogyny and sexism
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It had been nearly six years since I first joined Mercedes as an engineer.
Six years of intense work, late nights, early mornings, and a relentless pursuit of perfection in the world of Formula 1.
It was my dream job, one I had worked tirelessly to achieve.
But those six years also marked the time I’d spent with Lewis, six years of love, laughter, and challenges with the man who had become my everything.
I could still remember the day we met as if it were yesterday.
A bit of backstory:
I was the newest member of the Mercedes team, fresh out of a competitive hiring process, and I was determined to make an impression.
The first time I stepped into the paddock, I felt like an imposter among the sea of seasoned professionals.
My hands clutched my tablet like a lifeline as I walked into a strategy meeting, trying to suppress the nervous flutter in my chest.
Lewis was already there, sitting at the far end of the room. He looked relaxed, dressed casually in his signature streetwear style, yet exuding an unmistakable aura of confidence.
As I took a seat near the back, his eyes flicked toward me.
I was sure he wouldn’t even notice me, why would he?
I was just another new face among dozens of team members.
But then, he smiled.
It wasn’t one of those polite, obligatory smiles.
It was warm and genuine, as if he could sense my nerves and wanted to reassure me.
That smile was like a silent message:
You belong here.
Over the next few weeks, our paths crossed more frequently.
At first, it was just in passing, a quick hello in the garage, a casual “How’s it going?” during lunch breaks.
But it didn’t take long for us to start talking. Really talking.
It was during a particularly chaotic race weekend in Silverstone that our friendship began to solidify.
A last-minute weather change had thrown everyone into a frenzy, and I found myself staying late in the garage to run some last-minute simulations.
The paddock was nearly empty when Lewis walked in, still in his racing suit, and caught me muttering to myself as I tried to make sense of the data.
“Long night?” he asked, leaning against the workbench with a lopsided grin.
“You have no idea,” I replied with a tired laugh, glancing up from my screen.
He stayed and talked with me for over an hour, even offering a few insights that helped me crack the issue I was stuck on.
By the time he left, I realized that the nervousness I’d felt around him was gone.
He wasn’t just Lewis Hamilton, seven-time world champion.
He was kind, funny, and incredibly easy to talk to.
From that moment on, our friendship grew effortlessly.
Whether it was over post-race debriefs, team dinners, or stolen moments between the chaos of race weekends, we found ourselves drawn to each other.
We bonded over a shared love for what we did, but also over our differences, his world of high-speed fame and my quieter, behind-the-scenes role.
It wasn’t long before I realized my feelings for him had shifted.
I hadn’t planned on falling for him, but Lewis had a way of breaking down walls without even trying.
He made me laugh when I was stressed, listened intently when I rambled about work, and made me feel seen in a way I hadn’t experienced before.
One evening, after a long day at the factory, he invited me out for dinner.
It wasn’t anything fancy, just a cozy little restaurant tucked away.
Over plates of pasta and glasses of wine, we talked about everything from our childhoods to our dreams for the future.
By the end of the night, when he walked me to my car, he hesitated for just a moment before leaning in to kiss me.
That was the beginning of us.
For a long time, we kept our relationship private. We both wanted to protect what we had, to keep it ours without the scrutiny of the public eye.
But as the months turned into years, it became harder to hide.
Fans started noticing the subtle signs, the way Lewis would glance at me during interviews, or how I always seemed to be nearby during race weekends.
When we finally decided to go public, it wasn’t a grand announcement or a carefully curated statement.
It was a simple photo posted on Lewis’s Instagram.
We were in Monaco, sitting on a terrace overlooking the harbor, the golden light of sunset washing over us.
I didn’t even know he’d taken the picture until he showed it to me later that night.
“Should I post it?” he asked, his voice tentative.
I hesitated, thinking of the attention it would bring, but then I looked at him, at the way his eyes softened as he waited for my answer.
“Yeah,” I said with a smile. “Let’s do it.”
The response back then was overwhelming.
Fans flooded the comments with messages of support, and the media couldn’t stop speculating about us.
But through it all, Lewis and I stayed grounded, reminding each other that our relationship wasn’t for anyone else.
It was for us.
One of the things that made our relationship so strong was our ability to communicate.
From the very beginning, we had promised to tell each other everything, our fears, our frustrations, our dreams.
No topic was off-limits.
Whether it was a rough qualifying session for him or a challenging project for me, we leaned on each other without hesitation.
At least, that’s how it used to be.
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Lately, I hadn’t been able to keep my promise to Lewis, to tell him everything, to lean on him like I always had.
The reason? Mark, Alan, and Greg.
They were three senior engineers on the team, men who had been with Mercedes long before I joined.
Older, more experienced, and as I had quickly discovered, painfully set in their ways.
From the very beginning, they had made it clear that they didn’t think I belonged.
I still remember the first time I overheard them.
It was during my second week on the job, and I was running a simulation late at night.
They didn’t realize I was in the corner of the garage, headphones off, sorting through notes.
“Hiring for diversity quotas,” Mark had muttered, his voice dripping with disdain.
“Yeah, they want to tick a box, so they bring in the fresh-faced rookie,” Alan had added with a chuckle.
Greg, ever the opportunist, chimed in,
“Let’s see how long she lasts when the pressure’s on.”
"She's better off making us a sandwich."
Their words had stung, sharp and bitter, but I had swallowed my pride.
I told myself that proving them wrong would be the best revenge.
I worked harder than I ever had in my life, triple-checking my calculations, volunteering for extra tasks, staying long hours to ensure that my work was flawless.
And for a while, I thought it had paid off.
At first, the snide remarks tapered off.
They didn’t engage with me much, but at least they stopped openly questioning my abilities.
I had even started to think that maybe, just maybe, I had earned their respect.
But lately, the comments had returned, and they were worse than ever.
It started subtly, dismissive sighs during meetings when I spoke, or whispered conversations that stopped the moment I entered the room.
Childish right?
Then the snark escalated, cutting through my carefully built confidence like a knife.
“Did you even double-check this?”
Alan had sneered last week after a team briefing, gesturing at the simulation results I’d spent days perfecting.
Greg, never one to miss a chance to pile on, smirked as he added,
“Leave the big decisions to people who actually know what they’re doing.”
Then Mark's voice was heard,
"Yeah, go do the laundry or something, whatever you women are good in."
It was always wrapped in the guise of banter, thinly veiled behind forced smiles and casual tones.
But I wasn’t naïve.
There was a sharpness to their words, a deliberate attempt to undermine me that cut deeper each time.
Even Mark, the one who usually played the “neutral” party, had started joining in.
During a debrief on a race strategy I’d helped design, he had scoffed and muttered,
“Well, I guess every team needs its token young genius.”
It was relentless.
Every day, there was something, a comment, a glance, a dismissive laugh that made my blood boil.
But I kept it all to myself.
I told myself that it wasn’t worth causing a scene, especially now.
Lewis had enough on his plate.
His move to Ferrari had been the talk of the motorsport world, and while he was excited for the new challenge, the transition was anything but easy.
There were endless negotiations, media commitments, and the emotional weight of leaving the team that had been his family for over a decade.
I couldn’t bring this to him, not now.
Not when he was already stretched thin.
So, I stayed quiet.
I bit my tongue when Alan questioned my calculations, ignored Greg’s condescending remarks, and pretended not to hear Mark’s muttered jokes.
Each time, I told myself it was just words, that I could handle it.
But deep down, I wasn’t sure how much longer I could.
Lewis was busy.
I kept telling myself that over and over, like a mantra.
Between announcing his move to Ferrari, dealing with the media frenzy, juggling sponsorship demands, and the seemingly endless meetings, he had so much on his plate.
The last thing he needed was me adding my problems to the mix.
But today was different.
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The garage was buzzing with activity as we prepped for the upcoming race weekend.
The sound of drills, clinking tools, and the hum of engines filled the air, a symphony of chaos I had grown to love over the years.
I was stationed at my usual spot, hunched over a set of data sheets, meticulously double-checking the aerodynamics report for any inconsistencies.
I was deep in concentration, my pen scratching against the paper, when their voices drifted over.
Mark’s gruff tone was unmistakable.
“What’s the point of her even being here? Probably just a pretty face for the team photos.”
I froze, my hand pausing mid-note.
My heart sank, but I willed myself to stay calm, telling myself to ignore it like always.
Alan, never one to pass up an opportunity, snorted.
“Yeah, but even that’s debatable.”
Their laughter was casual, almost conversational, but the sting of their words hit me like a whip.
Then Greg joined in, his tone dripping with mockery.
“She’s only here because she’s shagging the driver or maybe even the boss. Imagine thinking she got this job on her own merit.”
Mark laughed before adding,
"Maybe we can all ask her for a turn as well, if it's that easy to shag the boss, we might have a chance too."
"At the end of the day, that's all they're good at. Women don't belong in the motorsport world."
The room was filled with their laughter.
That was it.
My pen slipped from my fingers, clattering onto the table as my hands began to shake.
I stared at the numbers on the page, but they were a blur, overshadowed by the burning heat of humiliation rising in my chest.
For years, I had endured their passive-aggressive comments, their dismissive attitudes, their constant undermining of my capabilities.
I had told myself it didn’t matter, that their opinions didn’t define me.
But hearing them reduce everything I had worked for, the late nights, the sweat, the tears, the sacrifices, to nothing more than being Lewis Hamilton’s girlfriend?
It was too much.
I clenched my fists under the table, my nails digging into my palms as I tried to hold it together.
But their laughter, light and cruel, echoed in my ears, shredding the last of my composure.
I pushed back my chair abruptly, the screech of metal against the concrete floor silencing the room for a brief moment.
My vision blurred with unshed tears as I grabbed my tablet and notes, clutching them to my chest like armor.
I didn’t dare look at them, I couldn’t.
My breath hitched, and my chest felt tight, like the walls were closing in.
I needed to get out. Now.
Without a word, I turned and stormed out of the garage, my footsteps heavy and uneven.
I didn’t care where I was going; I just needed space, air, something to stop the lump in my throat from turning into a sob.
As I walked away, their laughter faded into the background, but the words lingered, etched into my mind like a scar.
I didn’t know where I was going.
My feet carried me blindly, weaving through the maze of garages and team trailers until I found myself at the paddock’s edge.
It was quieter here, away from the relentless hum of activity, the chatter of crew members, and the ever-present cameras.
I sank onto a bench beneath the shade of a tree, my chest heaving as I tried to catch my breath.
Burying my face in my hands, I let out a shaky sigh.
My mind replayed their words like a broken record, each snide comment cutting deeper than the last.
"What’s the point of her being here?"
"Probably just a pretty face for the team photos."
"She’s only here because she’s shagging the driver."
The worst part was that they’d managed to plant a seed of doubt.
I had worked so hard to get here, put in countless hours, and sacrificed so much to prove myself in this male-dominated field.
And yet, in this moment, I felt like a fraud, like I didn’t belong.
“Y/n?”
The sound of Lewis’s voice cut through the fog in my mind.
I looked up sharply, my breath catching when I saw him standing a few feet away, his brow furrowed in concern.
He must have followed me.
My stomach twisted in a mix of guilt and relief.
The last thing I wanted was for him to see me like this, vulnerable, crumbling under the weight of my emotions.
“What’s wrong my love?” he asked, stepping closer and crouching down in front of me.
His warm, dark eyes searched mine, his hands gently resting on my knees.
The concern etched into his face made my heart ache.
“Nothing,” I lied, quickly wiping at my face.
Lewis raised an eyebrow, his expression soft but skeptical.
“Don’t do that. Don’t shut me out.”
I hesitated, my resolve cracking under his steady gaze.
His presence was grounding, but I didn’t want to pull him into my mess.
“It’s nothing, really,” I tried again, forcing a weak smile.
“I just… I’m tired.”
“Y/n.”
His voice was low and firm, but there was a tenderness to it that made my throat tighten.
“Please. Talk to me.”
That was all it took.
The dam broke, and the words spilled out in a rush.
I told him everything, the comments, the dismissive attitudes, the years of enduring their quiet but cutting condescension.
My voice wavered as I explained how it had worsened recently, how their snide remarks had crossed the line into outright insults.
“I didn’t want to tell you,” I admitted, my voice barely above a whisper.
“You’ve been under so much pressure with everything, Ferrari, the media, the season. I didn’t want to be another problem for you to deal with.”
Lewis listened intently, his face unreadable as I spoke.
But the slight tightening of his jaw and the way his hands gripped mine told me he was anything but indifferent.
When I finished, there was a long silence.
I stared down at my hands, afraid to meet his eyes.
“They’ve been doing this for years?”
he finally asked, his voice low and tightly controlled.
I nodded, biting my lip. “It wasn’t always this bad, but yeah.”
“And you didn’t tell me?”
“I didn’t want to add to your stress,” I said softly.
“You’ve been dealing with so much already.”
Lewis let out a slow, measured breath, his grip on my hands tightening.
“Y/n, nothing, and I mean nothing, is more important to me than you.”
His voice softened, but there was a fierce protectiveness beneath his words.
“You should’ve told me. They don’t get to treat you like this. Ever. No woman deserves this kind of treatment.”
I opened my mouth to respond, but Lewis was already standing.
He pulled his phone from his pocket, his expression dark with determination.
“Lewis, what are you doing?” I asked, standing as well.
He glanced at me, his jaw set.
“I’m making sure this doesn’t happen again.”
I reached out, touching his arm.
“Lewis, please—”
“Y/n.” He turned to face me fully, his eyes locking onto mine.
“You’ve put up with this for far too long. I’m not letting it slide, and neither should you. This is your workplace, your passion. You shouldn’t have to deal with people who try to tear you down.”
His words hit me hard, a mix of anger and love wrapped in every syllable.
I nodded slowly, my throat tight with emotion.
“Good,” he said, his voice softening as he pulled me into a hug.
His arms wrapped around me tightly, and for a moment, I let myself melt into his warmth.
“I’ve got you,” he murmured into my hair. “Always.”
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By mid-afternoon, the entire paddock was filled with noice.
Meetings with Toto were rarely casual, and the tension in the air was palpable.
I stayed out of sight, nerves twisting in my stomach.
When Lewis had assured me earlier that he wouldn’t let this go, I’d believed him.
But seeing the immediate repercussions unfold was a different kind of catharsis.
The walk to Toto’s office felt longer than it should have, every step heavy with anticipation.
Lewis had his hand firmly on the small of my back, guiding me through the bustling paddock.
His touch was grounding, but my nerves still prickled under my skin.
“Relax,” he said softly, leaning closer.
“We’re handling this together.”
I nodded, though my stomach was a tangled mess of knots.
The last thing I wanted was to cause drama, but after years of enduring Mark, Alan, and Greg’s behavior, I couldn’t keep quiet any longer.
When we arrived at Toto’s office, Lewis didn’t bother knocking lightly.
He rapped his knuckles on the door with purpose.
“Come in,” came the familiar voice from inside.
Toto was seated behind his desk, a stack of papers neatly arranged to one side.
His brows lifted in mild surprise when he saw the two of us enter together, but he quickly gestured for us to take a seat.
“This seems serious,” Toto remarked, his sharp eyes flicking between us.
"What’s going on?”
Lewis glanced at me, silently asking if I wanted to start.
I hesitated, my fingers twisting in my lap.
Noticing my reluctance, Lewis leaned forward.
“It’s about some of the team dynamics,” he began, his voice calm but tinged with an unmistakable edge.
“Specifically, the way Mark, Alan, and Greg have been treating Y/n.”
Toto’s expression shifted, his posture straightening.
“Go on.”
I took a deep breath, summoning the courage to speak.
“For years now, they’ve made comments, snide remarks about my qualifications, my presence here. It started when I joined, but I brushed it off because I was new, and I thought I had to prove myself. But lately…”
My voice wavered, and I swallowed hard to steady it.
“Lately, it’s escalated. They’ve been openly dismissive of my work, undermining me during meetings, and even questioning my position on the team. Today, they went too far.”
Toto’s jaw tightened, and he leaned forward, resting his elbows on the desk.
“What happened today?”
Lewis’s hand found mine, giving it a reassuring squeeze as I recounted the incident.
“They implied I’m only here because I’m dating Lewis and that I used my body to get my position,”
I said quietly, the words tasting bitter in my mouth.
“And that I didn’t earn my role.”
Toto exhaled sharply, his expression darkening.
“That’s not all,” Lewis added, his tone hardening.
“This has been going on for years, Toto. Years. Y/n didn’t tell me sooner because she didn’t want to cause problems, but that’s no excuse. Those three have created a toxic environment, and it stops now.”
Toto’s gaze shifted to me, his stern demeanor softening slightly.
“Why didn’t you come to me earlier, Y/L/N? This isn’t the kind of behavior we tolerate here.”
I shrugged, feeling small under his scrutiny.
“I didn’t want to be seen as a troublemaker. They’ve been here longer than I have, and I didn’t think anyone would take my word over theirs. Plus, I didn’t want to add more stress to an already intense environment.”
Toto shook his head, his voice firm but understanding.
“You should never have to tolerate that. Not here, not anywhere. The Mercedes team prides itself on being a family. What you’ve described is unacceptable, and I take full responsibility for not noticing it sooner.”
Lewis leaned back in his chair, his jaw still tight.
“What’s the plan, Toto? Because I’m not letting this slide.”
Toto nodded, already making notes on a pad in front of him.
“First, I’ll be speaking to Mark, Alan, and Greg individually. They’ll be given the chance to explain themselves, not that there’s much room for justification here. If their behavior aligns with what you’ve described, they won’t be part of this team by the end of the day.”
A weight lifted off my chest at his words, but the tension in the room remained palpable.
“I want to be there,” Lewis said firmly.
Toto raised an eyebrow.
“Lewis—”
“No,” Lewis interrupted.
“This is personal. They didn’t just disrespect Y/n, they disrespected the team, the values we stand for, and me by extension. I need to make it clear that this behavior won’t be tolerated. From anyone.”
Toto regarded him for a moment before nodding.
“Fine. But let me handle the disciplinary side. You can say your piece, but I’ll deliver the consequences.”
Lewis nodded, satisfied.
“That works for me.”
Toto turned back to me, his expression softening once more.
“Y/n, I’m sorry you’ve had to endure this. If there’s anything else you need, support, time off, anything, let me know. I’ll make sure you feel safe and valued here.”
“Thank you,” I murmured, my voice thick with emotion.
Lewis stood, pulling me up with him.
“We appreciate it, Toto. Let us know when the meeting is.”
“You’ll hear from me shortly,”
Toto promised, standing to shake Lewis’s hand before giving me a reassuring nod.
As we left the office, I felt a sense of relief wash over me.
For the first time in years, I didn’t feel alone in this fight.
Lewis wrapped an arm around my shoulders as we walked down the corridor.
“We’ve got this,” he said softly, his voice full of conviction.
I leaned into him, a small smile tugging at my lips.
“Yeah, we do.”
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Toto wasn’t one to waste time.
Within the hour, Mark, Alan, and Greg were called into his office one by one.
The first to arrive was Mark.
When he stepped in, he wore his usual smug expression, likely thinking this was just another routine meeting.
But Toto’s steely gaze and the presence of Lewis, standing tall with his arms crossed by the window, quickly shattered that notion.
“Have a seat, Mark,”
Toto said curtly, gesturing to the chair across from his desk.
Mark sat, shifting uncomfortably as he glanced between Toto and Lewis.
“What’s this about?”
Toto wasted no time.
“It’s about your behavior toward Y/L/N,” he said, his voice sharp and unwavering.
“I’ve been informed of your repeated condescension, disrespect, and comments that have no place in this team, or any professional setting.”
Mark blinked, caught off guard.
“What? That’s not true. I—”
“Don’t bother lying,” Lewis cut in, his voice cold and firm.
He stepped closer, his dark eyes fixed on Mark.
“We’ve both heard enough from Y/n and other team members. You’ve been targeting her for years, haven’t you? Questioning her qualifications, making snide remarks about her role here, and today, outright implying she only got her position because of me.”
Mark’s mouth opened and closed like a fish out of water.
“I… Look, it was just banter. No harm meant.”
“Banter?” Toto echoed, his tone dripping with disbelief.
“You call undermining one of the most talented engineers on this team banter? You call questioning her abilities and belittling her contributions banter?”
Mark leaned forward, desperation creeping into his voice.
“Toto, I didn’t mean anything by it! I was just—”
“Enough,” Toto interrupted, his voice cutting through the room like a blade.
“I won’t tolerate excuses. You’ve created a hostile environment for one of your colleagues, and that is unacceptable. You’ve not only disrespected Y/L/N but also the principles this team stands for. I don’t care how long you’ve been here, Mark. Your behavior is grounds for immediate dismissal.”
Mark paled, his smugness vanishing entirely.
“Dismissal? Wait, Toto, please. I’ve been with this team for years. You can’t just—”
“I can, and I will,” Toto said, his voice resolute.
“Pack your things. Security will escort you out by the end of the day.”
Mark turned to Lewis, desperation in his eyes.
“Lewis, you can’t agree with this. We’re teammates, for God’s sake!”
Lewis’s expression didn’t waver.
“You stopped being my teammate the moment you disrespected Y/n. Pack your things, Mark.”
Mark’s shoulders slumped, and he left the office in silence.
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Next was Alan.
He walked in with a similar air of confidence, though it quickly dissipated when he noticed the tense atmosphere.
“Toto,” Alan began, sitting down and glancing uneasily at Lewis.
“What’s going on?”
Toto leaned forward, his hands clasped on the desk.
“What’s going on, Alan, is that your behavior toward Y/L/N has come to light. Years of dismissive comments, snide remarks, and today, a blatant attack on her credibility. Care to explain yourself?”
Alan frowned, leaning back in his chair.
“Look, I might’ve been a little hard on her, but it’s nothing personal. She’s young and still learning. I thought she could use a bit of tough love.”
Lewis scoffed from his spot by the window.
“Tough love? Is that what you call undermining her at every turn and insulting her in front of the team?”
Alan shifted uncomfortably.
“She’s good at her job, I’ll give her that. But come on, Lewis, you can’t deny people have wondered if her connection to you played a part in her being hired. It’s not like I said anything everyone wasn’t already thinking.”
Lewis took a step forward, his fists clenching at his sides.
“The only reason anyone would think that is because people like you spread that garbage around."
"Y/n earned her place on this team through her hard work and talent, not because of me."
We didn't even know each other when she joined. And even if, she didn’t have to prove anything to anyone, the way you’ve treated her is disgusting.”
Toto’s expression darkened further.
“Alan, you’ve been with Mercedes long enough to know we value respect and inclusivity above all else. What you’ve done isn’t just a breach of trust, it’s a breach of the very foundation of this team. Your actions have consequences. You’re fired, effective immediately.”
Alan stood abruptly, his face red with anger.
“You’re seriously going to throw away years of experience over a few jokes?”
“Yes,” Toto said bluntly.
“And I suggest you leave now before you embarrass yourself further.”
Alan glared at both of them before storming out, muttering under his breath.
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Finally, it was Greg’s turn.
Unlike the others, Greg walked in looking visibly nervous.
He barely met Toto’s eyes as he sat down, fidgeting with his hands.
“Greg,” Toto began, his voice steady but firm.
“You know why you’re here.”
Greg nodded, swallowing hard. “Yeah… yeah, I figured.”
“Then you know the kind of behavior we’re addressing,” Toto continued.
“You’ve contributed to a toxic work environment for Y/L/N and others. What do you have to say for yourself?”
Greg hesitated, glancing at Lewis, who was staring at him with barely concealed anger.
“I—I don’t have an excuse. I guess… I thought it was harmless, but it clearly wasn’t. I crossed a line, and I’m sorry.”
Toto’s brow furrowed.
“You thought it was harmless? You’ve made Y/n feel unwelcome and disrespected in her own workplace. That’s not harmless, it’s damaging. Apologizing now doesn’t erase what you’ve done.”
“I know,” Greg said quickly, his voice trembling.
“I know I messed up, and I’ll do whatever it takes to make it right.”
“It’s too late for that,” Lewis interjected, his voice low but full of authority.
“You had years to change your behavior, and you didn’t. You don’t get to stay on this team after what you’ve done.”
Toto nodded in agreement.
“Greg, I appreciate that you’re taking responsibility, but the damage has been done. You’re no longer part of this team. Security will escort you out shortly.”
Greg’s shoulders sagged, and he nodded, standing to leave.
“My deepest apologies,” he said quietly before walking out.
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By the end of the day, the three men were gone, and the Mercedes team felt lighter.
Word of the firings spread quickly, and several team members quietly expressed their relief and support for you.
Back in the garage, Lewis pulled me into a quiet corner.
“It’s done,” he said softly, brushing a strand of hair from my face.
I nodded, a weight lifting off my chest.
“Thank you, Lew. For standing by me.”
“Always sweetheart,” he said, pressing a kiss to my forehead.
“No one messes with my girl.”
To all the women facing sexism at work, school, home or online: You are strong, capable, and deserving of respect. Don’t let anyone diminish your worth. Your voice matters, and you are making a difference just by being you. Keep pushing forward.
The end
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254 notes · View notes
jamminvroomvroom · 1 year ago
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something in the orange.
ln x fem!reader
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in which lando can’t always have what he wants. and neither can you.
i’m so back! missed u xoxo i kinda hate this with a passion but i had to force myself to write something bc i was getting the writers jitters lmao. pls tell me what you think and what you want next! hugs
inspired by: something in the orange by zach bryan (ouch)
songs to set the mood: call out my name by the weeknd, all of evermore actually, leave the door open by the silk sonic
warnings: 18+!! minors, BEGONE!! smut, angst, wee bits of fluff, language, alcohol mentions, inappropriate workplace relationship (reader is an engineer @ mcl), slight age gap (r is older), mutual pining, mutual denial (kinda), unprotected sex (L bozo)
3.2k words
the first time it happens doesn’t really count.
you’re drunk and lando’s worse. tensions boil over at some after party, neither of you can bare it, and he’s shoving his key card into the slot of his door while he sloppily kisses your neck. you cannot take
any responsibility for your actions that night and disregard it as a write off.
explaining away the morning after, when you fuck him again, sober and begging, is a different story.
oh, well.
it happens again. and again, and again, and again.
different cities set the mood and the danger turns you on. you trade your mclaren administrated work shirt for lingerie, and your inhibitions for good sex.
he’s younger, just a couple of years between you, but he doesn’t show it. he makes you forget it, every single time he rearranges your spread limbs on a mattress. he makes you forget his age, and the fact that careers will be over as soon as another soul finds out what you get up to when the chequered flag falls.
lando makes it easy. a flick of the wrist and a curl of the tongue makes you sob, and he smirks into the crease of your thighs every time. and when it’s over, and you’re both spent under linen sheets, you can’t even regret it. not when he makes you laugh until you cry and keeps you warm as you drift off to sleep on the rare occasions that you let yourself stay.
it can’t continue. it can’t, you tell him and yourself. every morning after is punctuated with promises that this is the end. and every time, you manage without each other until the next race weekend, when he looks at you in that knowing way that makes your thighs clench.
-
lando can’t think straight.
he never can when he slides between your thighs. it feels like home.
you’re somewhere in the middle east, he can’t actually remember where right now, not when he pushes deeper and you clamp down around his cock, so hard that he chokes out a shaky breath.
“how do you feel even better every time?” lando groans, grinding into you nice and slow.
you slur out a moan in response, tipping your head back even further as you do. it gives him the perfect opportunity to burrow into your neck, kiss over your collarbone, rock into you harder.
everything is warm, slick. this whole situation, it���s a well oiled machine now. lando sends a text and you turn up five minutes later. he ushers you into the room and then, clothes leave a trail from the door to the foot of the bed. what was once a place holder, a way to get some after a shitty race, had become something to look forward to, something that made his heart race. the anticipation, the danger of you made him weaker than he ever had been.
at first, he hated the hold you had on him. it didn’t mean that he could end this, though, not when he couldn’t help but stare at you in the garage. not when he was transfixed by the glimpse he’d get of your collarbone under your work blouse, or the stray hairs that fell over your face when you were concentrating on the data screens.
“lando, i need- i need…” you gasp, trailing off as you arch even further into his sweat glistening body.
lando smirks, sliding a hand down your
body, pinching your nipple on the way. he already knows what you need. he finds your clit, teasing over it a couple of times.
you lock eyes, warning him to give you what you want. he just grins, licks his lips and continues faint glides over the bud. it sends shockwaves over your body, and you convulse underneath him. you writhe, and writhe, and whimper and keen as your orgasm washes over you. his eyes snap shut, barrelling into you as the pleasure hits.
then, there’s silence.
he lays on top of you while you both return to planet earth, no sound but pants of breath and a soft hum from you when he finally pulls out. you smile softly when you rise from the bed, swinging your shaky legs over the side to stand.
“you staying?” lando breathes. he’s laying on his front, arms flexed as they cross beneath his head.
“not tonight, lando.” you tilt your head apologetically, voice soft and sweet. he frowns. you ignore it, and search for you underwear.
“come on, stay.” he sounds desperate to his own ears, cringing at the way the words come across, but your filter it out. you’ve become an expert at navigating - and more often than not, ignoring - the emotional strings that he tugs on. the ones that attach to your cold, cold heart.
“can’t. you’re gonna have the team here bright and early. ‘m not risking jon seeing me here when he comes to wake you up.” you explain, jumping into your jeans as you tug them up your legs.
“he won’t care.” lando argues, childlike in his negotiating.
“i care.” you scold. you hear the soft thud of his head hitting the pillows. you know you’ve won this round.
lando’s quiet for a while after that, letting you dress yourself. as you’re searching for the bag that you can’t remember if you brought or not, he springs from the bed, making a beeline for the door. you think he’s being gentlemanly, but quickly realise you’re being foolish. the fucker is blocking your exit.
“lando.” you raise an eyebrow, crossing your arms, unimpressed.
“i know, i know, i’m gonna let you go. i just…” he scratches the back of his neck awkwardly, pondering his next words.
“you just…” you usher him along.
“i’ll let you go if you promise to have dinner with me over the summer.” he smirks.
“are you… have you lost the plot?” your eyes almost bulge out of your head.
he tried this, sometimes, tried to get you to go on a date, or get you to do something alone that didn’t involve engineering or a surface that you could fuck on. you’d naively thought he was past this.
“can we just try?” he gives you a look somewhere between i want you so bad and the infamous lando norris puppy dog eyes. lava heats your cheeks and your belly, and the butterflies come out of hibernation. you couldn’t deny, you wanted to try. but, at what cost?
“text me.” you murmur, gesturing for him to move.
“so, that’s a yes?” lando questions.
“text me, and i’ll think about it.”
he decides that he’s gotten the best possible answer out of you, and finally let’s you make your great escape.
you almost collapse on jelly-like knees the second the door shuts behind you. standing your ground with him was getting too difficult, too tiresome. the boy was hard fucking work, and he always got what he wanted.
you’d often daydreamed about him taking you out, getting dressed up nice to sip wine and eat too expensive food, and eventually getting undressed. you realised, however, that those kinds of thoughts were to be banished, after you got caught up in fantasies during a race and almost had the pit crew put mediums on during a bout of rain.
wanting him was dangerous. it could be career ending, reputation destroying, heartbreaking.
one date wouldn’t hurt, just to satisfy his appetite. he’d probably get bored eventually. you wouldn’t let it get further than one meal, one last night with him, and then it would stop.
one more time. just one.
-
you’re waiting on your sofa for the text that tells you he’s arrived.
your hair is curled, messy. just how he likes it. you’re wearing something short and black. your high heel taps against the floor as you bounce your leg nervously.
he’d texted, just like you’d told him to, and then a date was set. just one dinner, one time only. you were gonna tell him that, too.
it’s a bit of fun, you think. dinner and shag. companionship. it was lonely on the road, and sometimes each other was all you could have. it made sense, you figured, that he had honed in on you. you’d done the same to him.
just when you think he’s late, there’s a knock on your door. you were an expecting an “i’m here” text, not the full package. after all, this date was just a formality, right?
you try not to shake as you make your way to the door. lando looks so good that you almost cave and say, “sure, let’s give this a go, eh?”. he’s wearing a shirt that fits painfully well, clinging nicely to a delectable frame. the buttons he’s left undone provide a gorgeous window to his collarbone and the necklaces that hang from his thick neck.
“you look beautiful.” he compliments, rakes his eyes over your body.
“don’t look so bad yourself.” you try to tease but it comes out flustered. you ignore the way his eyes light up.
“you ready?” he asks, you nod.
your heart flutters when he effortlessly takes your hand in his.
-
the restaurant is in the middle of nowhere, and you’re the only two people dining. maybe it’s because of the ‘closed’ sign that gets placed on the door when you arrive. so, he’s gone all out, you think. you’re shocked at how hard he’s tried to keep this private. maybe this isn’t the formality you think it is, maybe this isn’t his way of feeling better about meaningless sex. maybe it wasn’t as meaningless as you pretended it was.
he had you belly laughing within minutes, laying the charm on thick. wine and conversation flowed effortlessly and you were quickly regretting saying yes to this. you were in danger.
in a moment of silence, you catch his eye from across the table.
“you know, this is a one time thing, right?” you almost whisper. you almost kick yourself, why would you say that now? it doesn’t even phase him.
“that’s what you think.” he grins, devilish and stunning.
“i mean it.” you smirk.
“sure you do, honey.” he says, it sounds a lot like ‘game on’.
-
you stir, eyes slowly fluttering open. orange light washes over you, dancing in the pair of eyes you find staring back at you.
the eyes watching you sleep belong to the same person whose strong arms are wrapped around you, nice and secure.
you croak out a good morning, and he grins at how hoarse you sound. it was all his fault for making you whimper and scream, begging and crying for a release.
the date had gone really well.
“coffee?” lando offers.
“just the one, need to get home.” you bring things back to reality.
two coffees and four orgasms later, you head home.
-
the blurry pictures of you and him leaving the restaurant make you ill.
no one can quite tell it’s you, not yet anyway. twitter is ablaze.
faceless accounts call the blurry woman in the pictures the cruelest of names. you cry for hours, and then you stop for a bit, cry some more. rinse, repeat.
you pull on a jacket, scramble for your car keys. this time, you’ll mean what you say.
-
there’s a knock on the door.
when he opens it, you shuffle inside like you always do, coat hangs on the hook with a scarf to match. silence lingers until you reach the kitchen. the kettle hisses. you didn’t even know that he knew how to use one.
“this has to stop.” you say. emotionless. inside, agony sinks into every emotional cut and scrape. you don’t let him notice.
“i know.” he agrees. he’s seen the pictures, too. “okay.”
the kettle is forgotten, two mugs abandoned; he carries you to bed.
one last time.
-
two fingers loosen you up for him, drawing you steadily over the edge. he doesn’t stop there, no. he slows right down, letting you ride out your high, but only for a second. he speeds up once again, grinding his fingers into you at godspeed, and you feel your eyes dampen with tears.
your entire body glistens with sweat and your release, the overstimulation making your toes curl and your back arch. you wonder if the tears streaming down your face are just a result of the way his fingers are curling so deliciously against your walls, so good that it hurts, or if it’s because you know this will be the last time he gets his hands all over you.
“lando,” you cry, grasping at nothing. he’s got you naked in the middle of his bed, and he’s still fully clothed, kneeling between your spread thighs like a man on a mission.
his motivation is to make you stay, to make you regret the fact that once this is over, you’re choosing not to come back. his need for you, that raging desire that fuels your every encounter, it has only increased tenfold since the night of your date. but lando isn’t stupid, he knows that after those photos were published the brakes were on this… thing. this was his only chance to convince you to keep this going, but he was fighting a losing battle.
“what do you want, honey? you want me?” lando grunts, speeding up even more. you didn’t think that what he was doing was humanly possible, but the stars you saw and the way your body was practically levitating off the bed said otherwise.
“only gonna have me one last time? is that really what you want, baby?” he continues to run his mouth, crooning over you. you call out his name, begging. begging for another release, begging that you could stay here forever. with him.
and then you see white and god, and you convulse until you’re collapsing into the mattress. your vision is blurry from the tears and the haze and the unwavering emotional torment.
you grab at him, languidly pulling him in. it takes all the strength you have left to secure him, your feet shoving his jeans down his hips while your hands rip his t-shirt off. you’re keening, too sensitive and too needy. you’re agonising over his touch, you need him to sink so deeply into you, so that you can feel him when it’s over and you’re far away from what almost feels like home.
his breath shakes and his eyes gloss over when he pushes into you.
“let me stay like this, just for a minute.” he chokes out. you nod rapidly, your eyes squeezing shut. he kisses into the crook of your neck, panting and mumbling sweet, painful words over and over.
your hands run over golden planes of warmth and muscle, memorising every dip and crease of him. he slowly rolls his hips and your belly clenches, veins set alight. one of his hands scoop up up your wrist, and the motion creates a deep grind unlike anything you’ve ever felt. your wrists are pinned above your head and lando hovers over you so that he stays level, continuing that slow grind, hips hitting yours hard and slow.
he draws a low whine from the back of your throat, one that makes his hips stutter and your pussy clamp down on him as a pleasurable result. you can feel fingerprints forming around the tender skin of your wrists and you want him to dig in harder, slip into your veins and become a permanent part of you.
lando’s eyes are greyer than you’ve ever seen them, boring into your own. you don’t think you ever break eye contact, staring deep into his soul as he stretches every possible part of you. he doesn’t want this to end, you can’t pretend that you do, either.
he changes his angle slightly, long strokes replacing the short drags, but he keeps hitting deep. something possesses you to lean in, as much as you can given his hold on you, and you capture his lips in a kiss that takes him aback for a second. he melts into it, though, and then you’re chest to chest. tongues meet, and moans meld, your legs snake around him like vines.
“need you to come for me, honey. one last time, yeah? need you to feel good for me, baby.” lando mumbles into your mouth, wet and hushed. it’s overwhelming, and everything goes blank. all you are aware of is the burst of pleasure, his hold on your limp wrists, and two grey green eyes that are begging you to stay.
-
you get dressed quickly, whisper goodbye, and disappear out the door. something stops you, and you need clarity, for him more than for yourself.
you peek round the door, finding his unwavering gaze. your forehead creases, awkward anguish. the way you’re looking at him, deep and sympathetic, it makes you ache. this may well have to be the last time you look at him this intently. it stings.
“it’s better this way, you know?” you murmur.
lando nods, begrudgingly, yet obediently in defeat.
and then, once more, you’re gone and the latch on the door clicks somewhere far away in his apartment. he sinks into the bed, drowning in bed sheets and agony. his head thuds against the pillow and he stares out the window. the orange sunset makes his eyes burn. there’s something about the colour that makes him nauseous now that you’re gone.
-
a few days later, you’re in a meeting that you can’t focus on. he’s sat opposite you, not that you spare him a glance. it’s too painful.
you’ve been here for hours, your body becoming one with the office chair that you’re sinking deeper and deeper into.
yes, the car needs to be faster. yes, your heart hurts. yes, we need to up the strategy game.
you zone out, for the umpteenth time, losing yourself in the dark orange sky. it’s getting late. you crave sleep in your lonely bed. while you stare at the swirls and hues of warmth, you shiver.
lando, on the other hand, hasn’t heard a word said since he sat down. not when his eyes instantly find bruised wrists on the other side of the table. they match the bruises on his heart, the ones that you’d left behind when you’d grabbed it, stolen it from its solitude cage.
he watches you watch the sunset, and then the meeting is dismissed and everyone rushes home for dinner.
“who was that you took for dinner, then, noz?” one of the mechanics jeers at lando as you’re leaving the boardroom. those damned fucking photos would never let you sleep well again.
you’re a couple of steps ahead of them, ears perked up. you’re nauseous.
“no one you know.” lando laughs uncomfortably, waving it off. he sounds exhausted.
you fight with the revolving door and rush to your car. you scream as soon as the door slams and you’re in the drivers seat. you thrash against the steering wheel, and then you scream again.
when you compose yourself, and pull out of your parking space, you notice lando’s range rover ahead of you. when you get to the end of the drive, he will turn left, towards london, and you will turn right.
the devil on your shoulder murders the angel in cold blood, silencing the only voice of reason you had left.
when you reach the junction, you turn left, too.
-
yikes. anyways lmao
-
taglist
@boysthatgovroomvroom @thegirlinthefandoms @welld0nebaku @mcmuppet @japanesekel @vinvantae @ggaslyp1 @dr3lover @smiithys  @rachstash @infinitebells @multilovebot @fizzpopsnap101 @gaily19 @icecoldtires @mysticalnightenthusiast @thatchickwiththecamera @oyesmendes @disneydaydreameralways @canyouseethesainz @ferrarifwendvale @fcbformulaeri @tony-stank3 @maih23 @nokiaholland @soleilgrec @carolineworld @anthonykatebridgerton @allywthsr @iamasimpingh0e @ophcelia @lovelynikol16 @coffeehurricanes @jennx03 @blueflorals @lqvesoph @sidcrosbyspuck @better-dead-than-smeg @buendiabebeta @pjofics @kovalcin @wintergilmore3 @for-writing-shit @youdontknowmeshh @im-an-overthinker @jule239 @darleneslane
removed any tags that weren’t working! lemme know if you wanna be added or removed <3
1K notes · View notes
ecrivainsolitaire · 9 days ago
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A summary of the Chinese AI situation, for the uninitiated.
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These are scores on different tests that are designed to see how accurate a Large Language Model is in different areas of knowledge. As you know, OpenAI is partners with Microsoft, so these are the scores for ChatGPT and Copilot. DeepSeek is the Chinese model that got released a week ago. The rest are open source models, which means everyone is free to use them as they please, including the average Tumblr user. You can run them from the servers of the companies that made them for a subscription, or you can download them to install locally on your own computer. However, the computer requirements so far are so high that only a few people currently have the machines at home required to run it.
Yes, this is why AI uses so much electricity. As with any technology, the early models are highly inefficient. Think how a Ford T needed a long chimney to get rid of a ton of black smoke, which was unused petrol. Over the next hundred years combustion engines have become much more efficient, but they still waste a lot of energy, which is why we need to move towards renewable electricity and sustainable battery technology. But that's a topic for another day.
As you can see from the scores, are around the same accuracy. These tests are in constant evolution as well: as soon as they start becoming obsolete, new ones are released to adjust for a more complicated benchmark. The new models are trained using different machine learning techniques, and in theory, the goal is to make them faster and more efficient so they can operate with less power, much like modern cars use way less energy and produce far less pollution than the Ford T.
However, computing power requirements kept scaling up, so you're either tied to the subscription or forced to pay for a latest gen PC, which is why NVIDIA, AMD, Intel and all the other chip companies were investing hard on much more powerful GPUs and NPUs. For now all we need to know about those is that they're expensive, use a lot of electricity, and are required to operate the bots at superhuman speed (literally, all those clickbait posts about how AI was secretly 150 Indian men in a trenchcoat were nonsense).
Because the chip companies have been working hard on making big, bulky, powerful chips with massive fans that are up to the task, their stock value was skyrocketing, and because of that, everyone started to use AI as a marketing trend. See, marketing people are not smart, and they don't understand computers. Furthermore, marketing people think you're stupid, and because of their biased frame of reference, they think you're two snores short of brain-dead. The entire point of their existence is to turn tall tales into capital. So they don't know or care about what AI is or what it's useful for. They just saw Number Go Up for the AI companies and decided "AI is a magic cow we can milk forever". Sometimes it's not even AI, they just use old software and rebrand it, much like convection ovens became air fryers.
Well, now we're up to date. So what did DepSeek release that did a 9/11 on NVIDIA stock prices and popped the AI bubble?
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Oh, I would not want to be an OpenAI investor right now either. A token is basically one Unicode character (it's more complicated than that but you can google that on your own time). That cost means you could input the entire works of Stephen King for under a dollar. Yes, including electricity costs. DeepSeek has jumped from a Ford T to a Subaru in terms of pollution and water use.
The issue here is not only input cost, though; all that data needs to be available live, in the RAM; this is why you need powerful, expensive chips in order to-
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Holy shit.
I'm not going to detail all the numbers but I'm going to focus on the chip required: an RTX 3090. This is a gaming GPU that came out as the top of the line, the stuff South Korean LoL players buy…
Or they did, in September 2020. We're currently two generations ahead, on the RTX 5090.
What this is telling all those people who just sold their high-end gaming rig to be able to afford a machine that can run the latest ChatGPT locally, is that the person who bought it from them can run something basically just as powerful on their old one.
Which means that all those GPUs and NPUs that are being made, and all those deals Microsoft signed to have control of the AI market, have just lost a lot of their pulling power.
Well, I mean, the ChatGPT subscription is 20 bucks a month, surely the Chinese are charging a fortune for-
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Oh. So it's free for everyone and you can use it or modify it however you want, no subscription, no unpayable electric bill, no handing Microsoft all of your private data, you can just run it on a relatively inexpensive PC. You could probably even run it on a phone in a couple years.
Oh, if only China had massive phone manufacturers that have a foot in the market everywhere except the US because the president had a tantrum eight years ago.
So… yeah, China just destabilised the global economy with a torrent file.
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maxlarens · 5 months ago
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driver!reader and engineer!george spiel:
I can just imagine if driver had a tyre blowout or smth George just becomes so apologetic and feels terrible-
“I’m so sorry I didn’t notice it in the data-“
*driver sighs* “for the a thousandth time, it wasn’t your fault.”
also when driver first moved to the team George had no idea how to comfort them after a bad race, unsure if they wanted space, or just someone to be with them. George decides to keep his distance until one race where driver just sighs and mutters “stay…please.” George’s heart melts and combusts simultaneously at this.
i love this it’s so sweet!!!! hope y'all enjoy!!! i feel so bad for not posting anything recently so i wrote this sooo quickly before i had to get ready for work lol😵‍💫😵‍💫
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You know the disqualification wasn’t your fault.
You know that. How could it possibly be your fault anyway? Sure, if you twist it into something utterly unrecognisable you could make it into a personal failing. But you’re trying not to blame yourself for every little thing, and you’re trying hard not to micromanage.
You’re new at Mercedes anyway, you don’t want to come off too strong. Scare them off before they start to really trust you. It's a miracle in and of itself that you're here. A rookie driver, a woman, at Mercedes of all teams. Alongside Lewis Hamilton. You've got Susie and Toto Wolff to thank for that you suppose.
Anyway, you're trying hard not to think about the car just on the other side of the wall. Trying not to grab a tape measure and measure the chassis yourself. Like you'll find anything different than the FIA, like it'll change anything at all.
It's only P8 after all— four points— which is four points you'd have really liked to have to your name. Especially so early on in your rookie season. Toto knows that, had been apologetic on behalf of the team during the debriefing. You'd understood.
You'd tried to understand at least.
He'd said it wouldn't happen again.
Still, it hurts. There this ache in your chest that makes it feel like your hopes and dreams are slipping away through your fingers. This was the first race you felt you'd really begun to prove yourself and your position on this team and now everyone will be able to point to the disqualification and say this is why. She doesn't have the raw skill, it's because of the car—
"There's next week."
You snap your head up, startled at the noise. It's George, in the doorway. You'd not heard him come in, too busy navel-gazing, feeling sorry for yourself. God, you're pathetic.
"Hm", you question, trying not to let on that you're utterly miserable.
"There's next week," he repeats, inching into the room and closing the door gently behind him, "You'll do it again next week."
Your mouth twists involuntarily, skeptical. Even though you know it wasn't you. It was the car, it was some silly mistake from the warehouse. You couldn't have done anything. It just inexplicably feels like the world is crumbling in on you and you can't figure out why.
"You think?"
George nods, expression serious, a little harrowed. But sympathetic, like he understands, like he knows how it feels. You're inclined to believe that he does, he'd not given you a reason to think otherwise in the six odd months you've known him.
"Pretty sure," he says in such a way that you're sure he means 'unequivocally yes', like he believes in you wholeheartedly, like he'd never doubt you.
You're not sure what you've done to deserve that from him. This unwavering loyalty to you that he seems to have already. You just know you feel it too. Inexplicably.
You watch him, long-limbed and slightly out of place, shifting from foot to foot under your stare. He makes a move to leave after a long minute, giving you a cursory nod— you feel something open up in your chest at the thought of him leaving right. Some pit of yearning, some ache that you cant quite place.
"Wait," you say, feeling brave.
His hand falls from the door knob, he turns, tilting his head at you in question. His eyebrows furrowed.
"Would you stay? For a bit?"
He's nodding before you've got the words out, crossing the room to sit next to you on the couch. Not too close, but enough that you can feel the body heat radiating off him, smell him, a little sweaty from being out on the pit-lane, but mostly the smell of his cologne.
"Yeah," he says gently, "Of course, I can."
You nod in thanks, feeling a little exposed, a little vulnerable from your shame, from begging for a friend in him.
"Thank you, George. I just—" don't have anyone else, you don't say, feeling like that might be too far. Instead you let you sentence taper off and sigh, letting some tension leech out of you, "Yeah."
George moves closer, fractionally. Feeling brave again, you lean your head onto his shoulder, hoping he doesn't mind too much. You decide he doesn't when his arm comes around so he can rub little comforting circles into the top of your shoulder.
Slowly but surely, you feel all the anger and the sadness make way for some warm fuzzy feeling in your stomach. From then on, George becomes a regular fixture in your driver's room, especially post-race, especially when you feel like your heart has been stomped on. It's hard to feel like shit when George acts like you're capable of anything.
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headcanon: george is a former driver turned engineer!
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marvelwitchergilmore · 22 days ago
Text
Wildflower
Summary: Tyler Owens x Fe!Reader -> Finding yourself a little lost, through some conversations, laughter and a bunch of wildflowers, you find something more than just friendship in Tyler Owens.
Disclaimer: Mostly fluff, little angst (kinda) reader doesn't have the best relationship with her family -- they're a lot. Found family vibes with Reader and the Wranglers. Tyler is mentioned to be an EMT and a weatherman. Not Proof Read.
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The media always painted him as a heartthrob. New Tornado-Chasing, Thrill Seeking Heartthrob Tyler Owens spotted in the same town as…And he took it as a compliment. He’d been getting similar headlines and comments since he started on the rodeo circuit. 
What he didn’t like was when he was painted as a heartbreaker, pitted against people who he’d only really held a conversation with. No dates, no kisses, not even a hug come to think of it. Maybe a handshake at most. 
And it wasn’t like he dated much. Well, not at all really. 
Between chasing Tornadoes throughout the year, but mostly in the summer and spending the rest of his time working around research, data production, his channel, the few guest lectures he did at his old University campus and even the odd appearance as a local weatherman when he visited his folks, he didn’t have time to date. 
He also didn’t have the heart to do so. 
Something had always stopped him from taking a date further than a month. And it wasn’t commitment issues, he wasn’t afraid of relationships. In fact, he’d love to have one. To have a place to call home permanently, to have someone to come home to and talk about his day with, and hear about her’s…
In recent years, that life seemed to become more like a distant friend than a family member. 
Until you showed up. 
He’d been working all week in the shed, only really surfacing to eat or use the bathroom. Dexter had told him he should get some more sun before he withered away like some cowboy-vampire. Well, those were actually Lily’s words, but Dexter had told him to get some sun. 
And he promised he would, once all their recent data was logged into his laptop. It would save him the two weeks he’d be spending at the rodeo helping with the set-up and the running of it. 
Coming up the road, your tires crunching as they rolled over the gravel path, the breeze whipped in and out of your truck windows, surrounding you with the kind of freedom you hadn’t felt in years. 
From the house at the very top of the lane, you saw two people sitting on the porch, three others stood in the garden and from the barn emerged one man who joined Cathy in watching your truck pull up the lane. 
“Oh, my god! Y/n!”
As you switched your engine off and hopped out of your truck, you were almost sent flying onto your back by Kate as she came barreling towards you. 
“Hey- uff.” You smiled as Kate wrapped her arms around you tightly. “Missed you, too.”
“What are you doing here?” Kate pulled away long enough for you to answer. 
“Needed some space from home, so when Cathy called and said she needed help, I almost jumped down her throat at the chance.”
Kate laughed, looked around and hugged you again. “Let me introduce you to everyone.”
The next twenty minutes were filled with introductions, questions, answers, updates on life and even more questions. 
“How long are you gonna stay?”
You shrugged before looking over at Cathy. “For as long as your mom needs my help.”
Cathy shook her head as she poured a pitcher of sweet tea. “You can stay as long as you’d like.”
You chuckled and thanked her for the drink. “Thanks, but it looks like you’ve got your hands full here already.”
Kate smiled. “The more the merrier.”
You and Kate had grown up almost like sisters. With your mom and Kate’s mom being in the same classes at school, and their ever-growing friendship, you and Kate had spent most afternoons and sleepovers gossiping and talking about everything you possibly ever could. 
And when she lost those she loved almost eight years ago in an EF-5, you had been the one to stay with her. You also stayed with her in New York for six months as she got settled into her new job and new apartment. 
“Are you sure I can’t get you anything else?”
You looked over your shoulder to Kate who was sitting up on your bed as you unpacked your bags. You shook your head and smiled. “For the millionth time, I’ve got everything I need, Kate.”
Kate looked around. “Extra towels?”
“Your mom already brought everything down.”
Kate sighed, a little defeated. “Fine. But you know you can always ask me-”
You nodded. “I know.”
Kate smiled and watched you for a few moments as you folded your t-shirts back up before laying them in one of the drawers. “You okay?”
“Yea, why wouldn’t I be?”
“Because you only leave home like this when something’s happened.”
Your shoulders dropped a little. “It’s just family stuff, that’s all. A few too many arguments over Easter and a crowded house filled with divided opinions. I needed a break and your mom needed a couple extra hands. It’s a win-win.”
“Okay, but if you ever want to talk about it, I’m here for you.”
You smiled and took hold of Kate’s hand. “I know. And you know I’m here when you want to finally tell me why you have a local weatherman hiding in your barn.”
Kate laughed. “Tyler?”
You nodded and got back to packing whilst listening to Kate tell you everything she could about how she came to meet Tyler Owens; cowboy vampire and weatherman. 
Over the course of a week, you came to know everyone a little better. During the days, you helped Cathy out, Kate joining every once in a while along with Dani and Dexter. During the early evenings, Kate would drag you into the barn where you could both sort out the feed bags and listen to Dexter tell his stories to the others. Boone usually gave you a small fright anytime you walked up into the rafters considering you’d just seen him sat next to Lily at one of the desks. 
Lily would show you some of the footage they’d gathered throughout the day when on a chase and you’d see the complete thrill in all of their faces. 
Even Kate’s. 
Both you and Cathy were happy to see it. 
“You should join us one of these days.” Lily said, casually. 
You shook your head just as Kate laughed. Tyler turned his head. “What?”
“It’s nothing, it’s just…”
Tyler raised an eyebrow and tried his best to suppress his laughter. “You're scared?”
“Not scared, per say-”
“I’d say. You barely opened your eyes when you joined me.”
You looked at Kate. “That’s because you were the one driving.”
“I thought you liked my driving.”
“Yeah, on a normal road. Not chasing an EF-3 on the hottest day of the year after a flat tire.” You turned back to the others. “As much as I’d love to, I think I still prefer to watch it from the comfort of a screen.”
Tyler held up his hands. “Well, the offer’ll stand. Don’t have to join us, you can always join Dexter and Dani in the van.”
“I’ll see.” 
Turning back to the pile of animal feed, you started filling the buckets. By the time you’d finished, you made your way into the main house where Cathy was dishing out plates with Tyler’s help in the kitchen as the others either got showered or started setting the table. 
“Hey, need some help?”
“No, I think we’ve got it covered,” Cathy told you. “But you can go and get Kate. I think she’s still in the barn.”
“I did try and drag her chair from her desk but I think she might be a witch. She started to hover, I’m pretty sure.” Boone called out from the living room. 
You nodded. “Noted. Back in a tick.”
Disappearing back outside, you rounded the house and headed towards the barn. “KATE! Are you alive?!”
“Back here!”
Pushing the barn door open, you walked inside and eventually found her tucked into the desk, ink stains across her fingers from handwriting her notes. 
“Your mom’s made food.”
“Yea, I’ll be there in a sec.”
You waited for a minute before sighing and walking behind her. You’d seen this many times before, and in over twenty years of friendship, you’d only found one method to work. Well, two; but the hose was attached to the house and didn’t reach into the barn. 
Grabbing the back of her chair, you waited for her to lift her pen off the page before you jerked it away. 
“Wha- Hey!”
“Come on. It’s dinner time.”
“But-”
You shook your head as you started to wheel her chair across the barn floor. She tried her best at spinning around, but you just kept making your way towards the barn door. 
“I promise you can finish later. Until then, we’re eating. Come on.”
Kate pouted and agreed. “Fine. But you’re wheeling me back.”
“Deal.”
Finally reaching the house, you and Kate made your way inside before joining everyone else at the table. Drawing straws, you and Tyler pulled the shortest. 
“Sorry, Kate.”
She shrugged. “It’s okay. I promised Lily she can push Boone back to the barn anyway.”
You smiled before picking up her plate and carrying it into the kitchen with the others. 
“You wash, I’ll dry?” 
You agreed. “Okay.”
And so you both began. With Cathy’s stereo on the window cill, a country music station playing like always, the music washed its way around the house and you and Tyler cleaned up. 
As you did so, you and Tyler found yourselves both dancing along to the music that floated around the room until everything was washed and all that was left was you and Tyler sharing laughter as you both tried your best to remember an old line dance. 
Then you were two-stepping around the kitchen, him spinning you out and around and back in until Boone and Kate walked back inside and in the spirit of things, joined in. Boone bowing to Kate as low as he could, he held out his hand. 
“Why, ma’ lady?”
“Why thank you, sir.”
Before you knew it, Dani and Lily had joined, and Cathy had pulled Dexter in for a small dance. 
The night drew in slowly, the moon’s beam gently settling across the land around the farm as the stars joined in. Everyone was sitting outside, either dancing by the fire or doing some kind of activity whether that was drawing or knitting. 
You were sitting in the corner of the porch, balancing on one of the beams when the phone rang out.
A few minutes later, Cathy came outside. “Honey, it’s your folks. They want to talk to you.”
You took a breath. “Okay.”
Hopping off the edge, you walked inside, unaware of the eyes trailing your movements. 
“Everything okay?” Tyler asked as Cathy joined him once more on the porch. But she just sighed. 
“I’ve known her mom since I was a kid. Y/n’s a strong kid, but sometimes she just needs a break. They can be…a lot.”
Tyler just nodded before his eyes looked through the kitchen window and he saw you, sat at the entrance between the kitchen and living room, the phone to your ear and your entire body language screaming for help. 
It was forty minutes before you were finally able to hang up the phone and when you finally emerged from the house, you walked out to find Boone mid handstand. 
“Hey, I’ll be back soon.” You told Cathy. 
“Everything okay?”
You forced a smile and nodded. “Everything’s fine. I’ll be back soon, I promise.”
“Okay. Call us if you need anything.”
You nodded before making your way towards your truck, Kate rushing over. “Where are you going?”
“Just going to the store. Do you need me to pick anything up?” Kate shook her head. 
“Are you sure you’re okay?”
You nodded. “I promise. Just going to the store.”
“Okay. Well, uhh, a couple pads?”
“Period or stationary?”
Kate shrugged. “Both.”
You smiled, hopping into your truck. “Okay. Text me if you need anything else.”
You were at least an hour away from any open store, so winding down your windows, you turned on the radio and let the solitude wash over you. 
Your family could be a lot. Even more so when they didn’t agree on anything. Despite finding a job in New York, you’d returned home because your grandparents were sick. Eventually, they passed and that left the small plot of land and the farm house to your parents. They’d been trying to make it into an Inn and so far were succeeding. 
Save for the new renovations being done to the left side of the house where they couldn’t decide which colours to pick, which led to an argument over the colours they’d picked for the other rooms, and then their choice of contractor to fix the old barn into an outhouse. Then it was one of your parents bitching to you about the other for so long, about the same thing. You could only take so much arguing, shouting, and aggressive debates. Then Easter had come and that brought in ten other family members, all of whom had elected to take sides. 
Which left you alone in the very middle of a dozen other adults who were acting like children. 
The call from Cathy couldn’t have come less than a blessing to you. 
You took your time going around the store, picking up a couple of different things including both kinds of pads before getting back into your truck and driving around for a while. 
Just as the clock on your dash passed one in the morning, you turned down your radio, letting the sound of crunching gravel filter through your windows. From the looks of it, everyone was asleep. 
Except for one. 
Turning your headlights off, you pulled the key out of the ignition and locked it up. With the brown paper bag in your arms, you slowly made your way up the steps of the porch where you found Tyler, still awake. 
“Hey.”
“You okay?”
You looked around you and then back at him. “Better than before.”
“Want to talk about it?”
You clicked your tongue. “I don’t think it’ll help.”
“You never know.”
You shrugged. “You don’t wanna know.”
Tyler sat up, leaning his forearms on his knees. “Try me.”
You looked down at the bag in your arms and sighed. “Let me put these inside.”
If he wanted to leave, if he didn’t want to hear about it, then you walking inside was his chance. It was his chance to think up an excuse about getting to bed before an early start, or that maybe it would be better to talk when people weren’t trying to sleep, or whatever other excuse he could come up with. 
Except, when you came back outside, you found him laying out a couple of blankets and turning the heater up a little. 
“Thought you might be cold.”
You couldn’t help but be in shock. “Thanks.”
“So…where do you want to start?”
You sat down. “Aren’t you the shrink? Shouldn’t you be telling me?”
Tyler cracked a smile. “Kate warned me you might be like this.”
“Did she now?”
Tyler nodded as he hummed. “She did.”
“Did you tell her you’d be moonlighting as my therapist tonight?”
He shook his head. “I just said I was gonna stay up. Didn’t say anymore than that.”
You hummed. “Usually don’t have to with Kate.”
“How long have you known Kate?”
“Is this the start of the session?” 
Tyler just gave you a look, hiding the smile he wanted to crack again. So you answered the question. 
“Since we were little. Cathy and my mom were friends. We spent most days together.”
After an hour of talking, Tyler had found out your parents had moved away from Supulpa when you were about to start college in order to be closer to your grandparents. He found out a little about your side of Kate’s story when she left for New York, about how you came back and everything that had happened since. 
“I do love them, it’s just that they can be a lot sometimes.” You answered honestly. “Loud, rowdy, argumentative. Someone always has to be more right than someone else. You’re also not allowed to have your own opinion, but you’re also not allowed to not have an opinion. Colour of a room, foundation of a building, choice of school, subjects, jobs, vacations. All of it. Someone always has to put in their two cents.”
“Kate mentioned something about Easter. What happened?”
You sighed. “I told them I had a new job, after one of my aunts mentioned that her neighbour hadn’t seen me in their offices for a while.”
“How long have you been at your new job?”
“Two years.” You admitted. 
“Two years?”
You nodded. “I know it was wrong, lying to them, but not telling them just…made everything a little more peaceful. And it’s not like it’s a different job. It’s the same work, just at a different company. I work from home two days of the week. I’ve acquired some time off; that’s why I’m here day to day. And it also means I’m moving away, back to my hometown.”
Tyler sat up. “You’re moving back here?”
You nodded slowly. “I’m still house hunting, and I haven’t told anyone yet. Not even Kate.”
“Why not?”
You shrugged. “I don’t know. I always planned on coming back, I think.”
“You think?”
You shrugged again. “When we’re kids, it seems like this huge thing; to be able to get out of the small town. And, I did. I’ve worked in New York and,” you hummed. “I liked it for a while. I think I liked freedom more than anything. Able to take an interview without my entire family wanting to know every single detail known to man. But Oklahoma…it’s my home. Kate is the closest thing I have to family that doesn’t drive me insane. And…” You sighed. “I want my family to see this place. To know Cathy, and Kate, and my old stomping grounds. I don’t want them to have a city life – not that there’s something wrong with city life. It’s just rushed. I want them to not only see the peace, but actually know it, you know?”
Tyler nodded with a soft smile on his face. “I know.”
“The phone call before; it was my folks. They wanted to know when I’d be coming home. It took me thirty minutes before I could get a word in. And when I said I wouldn’t be, it was just more yelling.”
“Yelling?”
“You know, ‘I’m selfish for moving back’, ‘I’m selfish for wanting a life away from my grandparent’s old home’, I’m selfish for wanting a life away from my family.”
Tyler shook his head. “You’re not selfish, Y/n. You’re allowed a choice in life. And that choice should be down to you, and you alone. Not to anyone else. I know they’re your family, but screw ‘em. You’ve done a lot for them, and they’re all fully grown adults. Have them figure it out on their own for once. And, if you want, once you’ve told Kate, we can go house hunting with you.”
A small smile broke across your lips. “Thanks, Tyler.”
He nodded and smiled. “You’re not selfish for wanting a life of your own, Y/n. We only get so much time on this earth, and it should be down to you how and where you want to spend it.”
You smiled again, feeling Tyler take your hand in his. You had no words, so you just squeezed his hand in a thank you. 
“Come on, it’s getting late. We should go to bed before Cathy comes and beats us with a dish towel again.”
As you stood, you looked at him. “Again?”
As he quietly walked you to your room, he explained how Cathy had chased all of them at least once with a dish towel because they either stayed up too late or because they’d walked into the kitchen too early on their birthday. 
“Tyler?”
He turned back down the hall. “Yeah?”
“Thank you for waiting up. And thank you for talking with me.”
With rosy cheeks, Tyler smiled and tipped his head. “Anytime, Sweetheart.”
You felt your own cheeks warm at his reply before you opened up your door and walked inside, the hallway light turning off as you clicked your door shut. Eventually, you heard Tyler’s door click shut, too. 
In a home like Cathy’s, you could hear every door open and shut, no matter how well oiled the handles were. 
In the morning, you woke early and found Cathy awake and sat at her dining table with a smirk behind her mug. 
“I heard you had a late night last night.”
“Jesus.” You held onto your chest. 
She just smirked. “No use praying to him, I want to know what happened.”
You poured yourself a coffee. “Nothing happened. We just talked.”
“And talked, and talked.”
You turned around. “You heard us?”
Cathy shook her head. “No, but I did hear your doors shut about the same time last night and Kate told me he was waiting up for you. So, anything you want to tell me?”
You let out a short sigh. No time like the present. 
“If you must know, I was telling him about my job.”
“And?”
“And how I’m moving back to Sapulpa.”
Cathy sat up. “Really?”
You nodded. “I haven’t told Kate yet.”
But it wasn’t long before you finally did. And two weeks later, Kate came running down the field with her phone where she met both you and Tyler. 
You’d been putting a new fence up around the ground, but you could only pull so many wires on your own without nearly knocking yourself out. So, Cathy had sent Tyler down. 
You’d been working for two hours or more when Kate came running down the field. 
“I think I’ve found one!”
“Found one what?”
Kate was smiling. “A house. It’s in budget, an hour out of your office building but town is only twenty minutes out. Nice view, open space. What do you think?”
You looked Kate over. She was still hiding something from you. 
“You’ve already called them haven’t you?”
She shifted on her feet. “Maybe.”
“Kate.”
She admitted defeat, though she seemed pretty happy about it. “Okay, I’ve got you a viewing tomorrow. But, please. Please go. We can go with you.”
You took a look at Kate before looking at the pictures on her phone. It did look cute. Wrap around and covered porch, big windows, shutters, bigger kitchen, spacious. It needed a lick of paint; or maybe two. 
You looked over your shoulder at Tyler who was looking at Kate’s phone, too. 
“What’d you think?”
“Can’t hurt to look.”
As the clock struck eleven the next morning, yourself, Tyler and Kate all arrived outside the house. The realtor met you outside and started giving you the facts; why it was being sold, who by, the history of the place. Tyler asked questions you’d probably think of at 3 am when you couldn’t sleep. Kate rushed around, looking in different rooms, taking pictures. 
There were four bedrooms, one office, two bathrooms – one up, one down. The master bedroom had an ensuite. 
“Now, it does need a little work. A couple of the shutters are loose around the back and one of the bathroom taps can be a little dodgy.” The realtor told you. “But all in all, it’s practically a steal.”
That much was true. 
And it wasn’t too far from Kate and Cathy. Maybe a thirty minute drive. Town was twenty minutes away, and most of that was on dirt roads. And from Kate’s constant announcements, signal was pretty decent in most rooms apart from the very back bedroom which you could use as a storage room anyway. 
The grass around the place was in desperate need of a cut, and the wildflowers that were tipping up around the place were begging for death in the hot sun. 
A tree had been planted a little ways from the house which would provide shade from the sun in the early afternoon. 
It also needed to be furnished, and have a couple of things replaced. But after a good clean up…you could see yourself living here. 
Standing on the back porch, you felt a familiar pair of boots stand beside you. 
“You look really happy here.” 
You looked up to Tyler with a relaxed smile. “I am. It’s…freedom. Two acres of land, a home.”
“All you’re missing are some chickens.”
You laughed, and so did Tyler before Kate came running outside. “Well, what do you think?”
You smiled. “I love it.”
“So you’re gonna go for it?”
Looking between the pair, and back up to the house, you nodded. “I think I am.”
Finally, after a month of going between helping Cathy, driving into the city and to deal with housing paperwork and taking walks around the new land that you owned, you moved into your new home. 
And everyone helped. 
Yourself and Kate got a head start on things, having slept over on the floor the night before in order to map out where everything would be going. And through tears of laughter, you both managed to get a sofa and bed frame brought through the doors before Tyler’s truck pulled up with the others. 
“Figured you could use some help.”
The next ten hours were spent laughing, fixing, setting up, painting and just all round having fun. An hour in and Dani had confiscated both Boone and Lily from using the drill to fix the shutters outside, Dexter had helped patch up some of the walls as well as paint over them. 
Kate kicked you out of the office space before dragging Dexter in with her. 
“You can’t come in. Tyler!”
He poked his head out from the master bedroom. “Yeah?”
“Make sure Y/n doesn’t come into this room until I say so.”
“Why?” You asked, whilst Tyler just agreed with a smile. He already knew what was going on. 
“I need your help here anyway.” Tyler told you as you walked away from outside your office. 
Tyler had been fixing your bed frame with Lily until he banned her from helping with that, too. Lily wasn’t the most patient when it came to making sure the bed frame was structurally sound. 
So you and Tyler got to work. 
“Okay, three, two, one. Go!”
Both yourself and Tyler stepped away from your bed at the same time. It had already fallen down twice. 
“Is it?”
Tyler hesitantly shook it and it moved as one, but didn’t collapse.
“No. We’re in the clear.”
You could have almost dropped to the floor. “Oh, thank god.”
“I probably should have asked this earlier but are you planning on painting this room?”
You looked around. “Not yet. I haven’t decided on a colour. But it doesn’t look too bad as it is for now.”
“So…mattress?”
“Mattress.”
From the back of your truck, yourself and Tyler managed to get it inside with minimal damage and once it was finally on the bed, you both flopped down. 
“Oh, thank god.”
“Do you think we can just fall asleep? Let the others do the rest?”
You turned your head and looked at him. “Considering Kate has kicked me out of my own office…maybe.”
“Guys!”
Both yourself and Tyler let out a small groan. 
“Nevermind.”
“Guys!” Boone came running down the hall. “Oh. Uh.”
You and Tyler sat up. “Everything okay?”
He smiled, if a little sheepishly. “Everything’s peachy, man. But, uh, Kate asked me to make sure Y/n stayed away from her office.”
Tyler smiled. “Already on it, Boone.”
“Great.” He gave a thumbs up. “Well, Cathy has asked for your help. Actually, both of your help, so…” He hitched his thumb over his shoulder before leaving the room. 
You and Tyler followed. 
By the time the sun was setting, you were mostly moved in. Dani fixed the dodgy tap, and some of the electrics with Lily’s help. Boone had replaced some of the wooden slats and repainted them to match before fixing the shutters back onto the windows upstairs. 
Everyone was thanked in drinks and pizza and you were finally allowed inside your office.
“Eyes closed.”
“Kate, you’re covering them.”
“Just keep ‘em closed anyway.”
She counted down before removing her hands and letting you open your eyes. What you were met with was a wall mural of Cathy’s farm land, barn, farmhouse and people included. You could have cried. You were crying. 
“Oh, my god.”
“It needs a few touch ups but it mostly finished, but if you hate it-”
You shook your head that quickly you might have given yourself whiplash. “No, no, no. No, Dex, I love it. I really, really, love it. Thank you.”
“It was Kate’s idea.”
“Thank you both. I love it.”
As the night drew in, the others slowly headed back home leaving you on your own. Kate and Tyler had asked if you wanted them to stay, but you said no. You had to get used to living alone, and you had cameras. 
So, waiting for you to lock the place up – both Kate and Tyler checking it after – they headed back home. However, one was quick to return in the morning. 
Tyler knocked on the door but there was no answer. He knew you’d be awake since it was nearly ten in the morning. From working with Cathy, you were up each morning around five; six at the latest. 
So he called out and felt a wave of relief wash over him when you answered. 
“Round the back!”
Walking around, Tyler found you almost drowning in grass and wildflowers. Your legs were dusted with soil, your fingernails and hands were practically drowning in it. 
“Want some help?”
“I’ve got an extra set of shears in my bag.” Tyler found it on the porch step before he joined you in the soil. 
“I didn’t want to kill them all off, so I’m trying to keep the wildflowers that will survive a few days.”
“How was your first night?”
You smiled. “Fun. A little quieter than usual, but fun. I’ve, uh, managed to fix the old coffee machine and plug in my house phone.”
“Does anyone even use them anymore?”
You shook your head. “Probably not, but I like the idea of still owning one. Also means I can keep up the tradition of being offended if someone calls me after nine o’clock.”
Tyler laughed. “Well there’s always that. Thought about chickens yet?”
You laughed. “Not yet. I need to clear out some of this field first.”
Tyler looked around and shrugged. “I’ve got a free day, plus Dexter’s been telling me I need to get some more sun.”
“Hope you’re wearing protection.”
Tyler chuckled a little. “Dani threw a bottle of SPF at me this morning, so I think I’m covered.”
The conversation continued to flow until eventually it was cut off by a sharp cut across your finger. 
“Oh, hey, okay. Come with me.”
Tyler helped you to your feet before helping you through your back door and towards your kitchen sink where turned on the cold tap. 
“You got a first aid kit?”
“Uhh, yea. Yeah, in my bathroom. Under the sink.”
Tyler rushed off in search of the bathroom before rushing back a few minutes later with it in hand. 
“Does it hurt?”
You shrugged. “A little. Stings mostly.”
In what felt like a minute, Tyler had examined your wound, mumbled words to himself and then started to bandage up your finger.
“How do you know what to do? Do you moonlight as an EMT or something?”
“Yes.” 
Tyler reached over the counter and pulled some tape away from the spool with one hand. You could only watch on in shock. His intense focus, his ability to do it so quickly. 
“Wait, what? Really?”
He looked at you and found himself smiling a little at your shock. “Yeah. I got my certification back in college. I worked on a couple of the rodeo circuits during the summer after I left bull riding.”
“Bull riding?! You were a bull rider? Wait-” You stopped yourself for a moment. “No, nevermind. I already knew that. Also, it doesn't surprise me…anymore.”
Tyler chuckled. “Why?”
“Thrill seeking? Adrenaline racing sport?”
“Well,” Tyler was finishing up on your cut. “You don’t face your fears, you ride ‘em.”
You watched him for a moment and found yourself admiring him. But then you snapped yourself back into reality. You’d gotten used to that snap-back over the last couple of weeks whilst being around Tyler. 
It had started, to your knowledge, when you both spent a night in the barn just talking. He’d been filing the last of the collected data into his laptop and you couldn’t sleep, so you stayed up and just talked. 
Considering you’d come from your shower and your hair was still damp, it wasn’t long before you got cold and being the gentleman he is, Tyler shrugged off his overshirt and gave it to you. 
You leaned back and smiled. “God, you really do have the whole cowboy thing going for you. Rides bulls, wears the boots because he earned them, same with the hat and he even has his own cowboy wisdom.”
Tyler chuckled at that, but tried his slight embarrassment. “Yeah, I guess I do.”
But you shook your head,“Don’t be embarrassed. That just makes you humble and extra sweet.” Then you gave him a genuine smile. “It’s a good look for you. It makes you, you. And I wouldn’t want you any other way.” You realised how that came out, and as much as you meant it, you didn’t want to send him running for the hills. “And neither would the others. You’re a good man, Tyler. Not too many would be brave enough to actually look at the blood pouring from my finger, nevermind know how to help.”
Tyler chuckled a little at that. He’d seen enough men faint outside an ambulance to know that much was true. 
However, in the few moments that followed the laughter, something seemed to capture both yourself and Tyler in a hold. With the soft sunlight making its way higher into the sky, seeping in through the kitchen window, Tyler felt something wash over him and it was both more exciting and terrifying than anything he did day-to-day for his work. 
“Is everything okay?”
He didn’t know why, and quite frankly, his future self would quite possibly punch him for asking, but he couldn’t stop the words from coming out of his mouth. 
“Would you like to go on a date…with me?”
“What?”
“I-I’d usually have something better than this. Flowers, maybe a note or something and it wouldn’t be thrown on you like this but I-I just felt like asking, but if this is too weird feel free to say no. I-I know it’s a little weird but I-”
You stepped forward and he stopped talking the minute you placed a hand on his chest. “Tyler, slow down before you have a panic attack.”
What you said next could result in the same panic attack, so you had to be careful. Then an idea came to your head. 
“There’s flowers outside.”
It took him a moment or two, so you nudged your head towards your window. “You say you’d usually have flowers, there’s some perfectly good ones outside.”
“But they’re from your garden.” Tyler whispered, but you just shrugged. 
“You’ve helped pick some.”
With a small, understanding nod, Tyler slowly backed away and turned out of the door. When he returned he knocked on the backdoor and when you opened it, you were greeted with a slightly less soil stained Tyler, holding a bunch of wildflowers in his hand. 
“Hi,” he smiled. 
You smiled. “Hello.”
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