#data engineering best practices
Explore tagged Tumblr posts
Text
The Case Against One-Off Workflows
I've been in the data delivery business long enough to know a red flag when I see one. One-off workflows may be a convenient victory. I've constructed them, tooâfor that stressed-out client, that brand-new data spec, or an ad-hoc format change. They seem efficient at the time. Just do it and be gone.
But that's what occurred: weeks afterward, I found myself in that very same workflow, patching a path, mending a field, or describing why the logic failed when we brought on a comparable client. That's when the costs creep in quietly.
Fragmentation Creeps In Quietly
Every single one-off workflow introduces special logic. One can contain a bespoke transformation, another a client-specific validation, and another a brittle directory path. Do that across dozens of clients, hundreds of file formats, and constrained delivery windowsâit's madness.
This fragmented configuration led to:
Mismatches in output between similar clients
Same business rules being duplicated in several locations
Global changes needing to be manually corrected in each workflow
Engineers wasting hours debugging small, preventable bugs
Quiet failures that were not discovered until clients complained
What was initially flexible became an operational hindrance gradually. And most infuriating of all, it wasn't clear until it became a crisis.
The Turning Point: Centralizing Logic
When we switched to a centralized methodology, it was a revelation. Rather than handling each request as an isolated problem, we began developing shared logic. One rule, one transform, one schemaâdeployed everywhere it was needed.
The outcome? A system that not only worked, but scaled.
Forge AI Data Operations enabled us to make that transition. In Forge's words, "Centralized logic eliminates the drag of repeated workflows and scales precision across the board."
With this approach, whenever one client altered specs, we ran the rule once. That change was automatically propagated to all relevant workflows. No tracking down scripts. No regression bugs.
The Real Payoffs of Centralization
This is what we observed:
40% less time spent on maintenance
Faster onboarding for new clientsâsometimes in under a day
Consistent outputs regardless of source or format
Fewer late-night calls from ops when something failed
Better tracking, fewer bugs, and cleaner reporting
When logic lives in one place, your team doesnât chase fixes. They improve the system.
Scaling Without Reinventing
Now, when a new request arrives, we don't panic. We fit it into what we already have. We don't restart pipelinesâwe just add to them.
Static one-off workflows worked when they first existed. But if you aim to expand, consistency wins over speed every time.
Curious about exploring this change further?
Download the white paper on how Forge AI Data Operations can assist your team in defining once and scaling infinitelyâwithout workflow sprawl pain.
#Data Operations#Workflow Optimization#Centralized Systems#Data Engineering Best Practices#Process Automation#Workflow Management#Data Pipeline Efficiency
0 notes
Text
Data Engineering: Best Practices for Modern Organizations

Are you planning to incorporate data engineering into your organization? Visit the blog to discover the best practices you should follow while incorporating data engineering into your organization.
0 notes
Text
Best SEO Practices 2025: The Ultimate Guide to Ranking Higher
Table of Contents Introduction Why SEO is Important in 2025 Top SEO Trends for 2025 Core SEO Strategies for Higher Rankings Content Optimization for 2025 Technical SEO Best Practices Link Building and Off-Page SEO Mobile and Voice Search Optimization AI and Automation in SEO User Experience (UX) and Core Web Vitals Experiments and Case Studies FAQs People Also Ask (PAA) KnowledgeâŚ
#AI in SEO#AI-driven SEO#Best SEO practices 2025#content optimization#Core Web Vitals#Digital Marketing Strategy#digital-marketing#E-E-A-T#Featured Snippets#Google ranking factors#keyword-research#link building#local SEO#Marketing#mobile SEO#off-page SEO#on-page SEO#organic traffic growth#organic-traffic#page experience#Search Engine Optimization#seo#SEO Case Study#SEO Trends 2025#SERP optimization.#structured data#technical SEO#user experience#voice search SEO#website ranking
3 notes
¡
View notes
Text
Unveiling the Best SEO Worker in Bangladesh: Driving Digital Success
#https://dev-seo-worker-in-bangladesh.pantheonsite.io/home/: With years of experience and a deep understanding of search engine algorithms#[Insert Name] possesses unparalleled expertise in SEO strategies and techniques. They stay abreast of the latest trends and updates in the#ensuring that clients benefit from cutting-edge optimization practices.#Customized Solutions: Recognizing that each business is unique#[Insert Name] tailors their SEO strategies to suit the specific needs and goals of every client. Whether it's improving website rankings#enhancing user experience#or boosting conversion rates#they craft personalized solutions that yield tangible results.#Data-Driven Approach: [Insert Name] firmly believes in the power of data to drive informed decision-making. They meticulously analyze websi#keyword performance#and competitor insights to devise data-driven SEO strategies that deliver maximum impact.#Transparent Communication: Clear and transparent communication lies at the heart of [Insert Name]'s approach to client collaboration. From#they maintain open lines of communication#ensuring that clients are always kept informed and empowered.#Proven Results: The success stories speak for themselves. Time and again#[Insert Name] has helped businesses across diverse industries achieve unprecedented growth in online visibility#organic traffic#and revenue generation. Their impressive portfolio of satisfied clients serves as a testament to their prowess as the best SEO worker in Ba#Continuous Improvement: In the dynamic landscape of SEO#adaptation is key to staying ahead. [Insert Name] is committed to continuous learning and refinement#constantly refining their skills and strategies to stay at the forefront of industry best practices.#In conclusion#[Insert Name] stands as a shining beacon of excellence in the realm of SEO in Bangladesh. Their unw
3 notes
¡
View notes
Text

At M.Kumarasamy College of Engineering (MKCE), we emphasize the significance of engineering ethics in shaping responsible engineers. Engineering ethics guide decision-making, foster professionalism, and ensure societal welfare. Our curriculum integrates these principles, teaching students to consider the long-term impacts of their work. Students are trained in truthfulness, transparency, and ethical communication, while also prioritizing public safety and environmental sustainability. We focus on risk management and encourage innovation in sustainable technologies. Our programs also address contemporary challenges like artificial intelligence and cybersecurity, preparing students to tackle these with ethical responsibility. MKCE nurtures future engineers who lead with integrity and contribute to societyâs well-being.
To know more : https://mkce.ac.in/blog/engineering-ethics-and-navigating-the-challenges-of-modern-technologies/
#mkce college#top 10 colleges in tn#best engineering college in karur#engineering college in karur#private college#libary#mkce#best engineering college#engineering college#mkce.ac.in#mkce online payment#japanese nat exam date 2025#karur job vacancy#m kumarasamy college of engineering address#m.kumarasamy college of engineering address#MKCE Engineering Curriculum#Engineering Ethics#Collaboration in Engineering Projects#Workplace Ethics in Engineering#Engineering Ethics in AI#Social Responsibility in Engineering#⢠Technological Innovation and Ethics#⢠Sustainable Engineering Solutions#⢠Ethical Engineering Practices#⢠Data Privacy and Security
0 notes
Text
#benefits of HTTPS for SEO#best practices for mobile-friendly websites#crawlability#fixing crawl errors in Google Search Console#Google ranking#how to optimize site speed for SEO#HTTPS#implementing schema markup for SEO#mobile-friendliness#schema markup#search engine optimization#site speed#structured data#technical SEO#website performance
1 note
¡
View note
Text
Boost Your Website with These AI SEO GPT Tools!
Boost Your Website with These AI SEO GPT Tools!
SEO Content Creator Generate keyword-rich articles that rank higher on search engines. No more guessworkâjust optimized content every time! SEO Content Creator Humanize AI Content Turn robotic text into engaging, relatable content. API integration makes your AI-generated text sound like a human wrote it. Humanize AI Content Semantic Scholar Find high-quality, relevant scholarly articles toâŚ
#AI and data analysis#AI capabilities#AI ethical concerns#AI in everyday life#AI limitations#autonomous AI systems#backlink strategy#content marketing#content strategy#creative AI applications#digital marketing#future of AI#keyword optimization#keyword research#link building#local SEO#meta tags#mobile SEO#off-page SEO#on-page SEO#organic search#page speed optimization#ranking factors#search engine optimization#search engine ranking#semantic SEO#SEO analytics#SEO audit#SEO best practices#SEO checklist
1 note
¡
View note
Text


âSexy to someoneâŚâ
Batboys x reader:First date
based on my first date with my husband where i watched him fist bump himself and smile like a dorkđđ
Bruce Wayne
The Internal Fireworks Guy
⢠Externally? Calm. Composed. The perfect gentleman.
⢠Internally? Screaming.
⢠Once heâs alone in the back of the car or his office? He lets out a quiet sigh of relief and leans back with the tiniest smile.
⢠Alfred walks in to see him just sitting there smiling into the distance and actually freezes.
⢠Might loosen his tie and murmur:
âSheâs⌠something else.â
⢠Later in the Batcave, while reviewing mission data, heâs caught staring off into space with a dreamy look on his face.
⢠Bonus: Dick absolutely teases him for this. Mercilessly.
⸝
Dick Grayson
Air Punches +
⢠As soon as youâre out of sight, he literally does a little skip or spins in place.
⢠Pumps his fist in the air with a loud, whispered:
âYEEEES! She likes me, she actually likes me!â
⢠Dances his way to his apartment, singing nonsense lyrics with your name thrown in.
⢠If he had a kiss or even a cheek peck, he touches the spot on his face like itâs sacred.
⢠Calls Barbara or texts Alfred like:
âSheâs AMAZING. Iâm doomed. Iâm gonna marry her.â
⢠Canât stop smiling for hours. Even his neighbors notice.
⸝
Jason Todd
âIâm Not Smilingâ While Smiling
⢠Walks off all casual until he turns a corner â and then lets out the dumbest grin.
⢠Throws his head back and lets out a victorious little laugh.
⢠Might punch the air once and mutter:
âShe actually enjoyed that. Holy shââ
⢠Hops on his bike, revs the engine louder than necessary, and zooms off like heâs in a rom-com motorcycle montage.
⢠Ends the night lying on his couch, texting you:
âHad a good time. Youâre cool.â
[Translation: Best night ever, Iâm obsessed.]
⸝
Tim Drake
Literal Meltdown
⢠Closes the door after dropping you off and immediately walks in a circle for five full minutes, muttering:
âOkay okay okay, play it cool, donât ruin this, she laughed, she touched your arm, she didnât hate your theories on vampire loreâŚâ
⢠Almost trips over his own feet because heâs too busy replaying everything in his head.
⢠Practically glows when he flops on his bed.
⢠Sends a âgoodnightâ text and stares at his phone waiting for the reply.
⢠If he gets a âme too đâ he full-on squeals and kicks his legs like a teenage girl at a sleepover.
⸝
Damian Wayne
Tactical Celebration
⢠At first? Stone-faced. Youâd think he just left a business meeting.
⢠Then he gets into his car, shuts the doorâŚ
âŚand full-on exhales like he just held his breath for two hours.
⢠His driver hears:
âShe didnât run. She actuallyâŚenjoyed herself.â
⢠Smirks at his reflection in the window. Whispers, just to himself:
âSheâs mine.â
⢠Texts you the most composed goodnight message ever. But afterward, he sketches something quietly â either you, or something that reminds him of your smile.
#imagine#batboys x reader#damian wayne x reader#headcannons#jason todd x reader#tim drake x reader#bruce wayne x reader#dick grayson x reader#bruce wayne#dick grayson#fluffy#sweet
930 notes
¡
View notes
Text
In this guide, we delve into the intricate world of structured data and unveil its profound impact on SEO. From unraveling the basics to exploring advanced strategies, discover how structured data can elevate your website's visibility, enhance user experience, and significantly impact search engine rankings. Stay ahead of the competition by decoding the power of structured data in the ever-evolving landscape of SEO.
#Structured Data Markup and SEO#schema markup benefits#SEO impact of structured data#structured data best practices#rich snippets and SEO#structured data types#schema.org markup#search engine ranking signals#structured data optimization#SEO schema markup guide
0 notes
Text

âProfessional girlfriend.â
Lando Norris x engineer! Reader
TW: nothing special I think
~~~~
Usually you were pretty good at separating your professional relationship with Lando from your personal one, but today it seemed to be tougher than usual. Everyone knew you and Lando were dating, youâd never tried to hide it, but you also never acted like a couple in the garage or around the other engineers. Not that you met too much during the workdays, since you worked principally on Oscars side. During debriefs or meetings you could sometimes catch Lando looking at you and he always offered a discreet wink, making you have to push down a smile as you quickly looked away again, but never more than that.
âAlright, today was obviously not our best.â Andrea spoke up from one end of the long line of tables. That was putting it lightly. Qualifying had been rough, straight out, with bad tyre temps, shitty strategies and yellow flags fucking everything up, making Oscar start seventh tomorrow and Lando down at tenth. From the second he stepped into the room you could tell he was beating himself up for it and you couldnât help but feel the girlfriend side of you crumble a bit. Lando hadnât met your gaze even once and as Andrea kept talking about the day you noted how his shoulders just kept slumping more and more. Taking a deep breath you pulled your gaze from your obviously upset boyfriend, trying to focus back on the data displayed on the screen in front of you. You gave your report, keeping it short and straight to the point, and then you leaned back in your chair and waited for the meeting to be over. When Andrea finally excused you, ending with some inspirational quote about tomorrow being a new day, you gathered up your things with a sigh. You saw Lando talking with some of his engineers and you decided to go and drop off your stuff before meeting up with him. Unfortunately you got caught up for a while, chatting with your colleagues, and when you were finally free you almost felt a bit stressed to get to Landos driver room, wanting to be there to comfort him before he spiraled to much.
âLan?â You knocked softly on the door, trying the handle even though you didnât get an answer. The door opened and it didnât take you more than a couple of seconds to conclude that he wasnât there. Sighing you hoisted your bag higher up on your shoulder, setting out to find your boyfriend. Everyone you met offered sympathetic smiles, they all knew you were the one whoâd comfort Lando tonight, but when you asked them if theyâd seen him they all shook their heads. No one knew where he was. For several minutes you walked around the unit until you almost bumped into Will.
âHey!â The manâs gaze snapped up from the iPad he was carrying, surprised look softening into a tired smile when he saw you.
âHey, youâre still here?â
âI canât find Lando.â You mumbled, getting straight to the point, and Wills face fell slightly. When you raised your eyebrows he let out a soft sigh.
âI think he might still be in the conference room, he said he wanted to go over some things from today-â
âWill.â You practically groaned, shaking your head. You and Will had talked about this before, agreeing that it wasnât good for anyone to let the drivers sit alone and nitpick things even if they wanted too. You said drivers, but it had basically never been an issue with Oscar. Lando, on the other hand, was an expert at staring himself blind on the data, ending up feeling worse the more he watched.
âI know, I know.â Will sighed, shaking his head. âI tried to tell him but he wouldnât have it. He told me heâd talked to you about it already.â
âHe definitely hasnât.â You checked your phone to be sure but you knew there wouldnât be a text from him. Looking back at Will you offered a crooked smile. âIâll get him. Thank you. But you need to be harder on him when it comes to this.â At that Will couldnât help but scoff, shrugging his shoulders.
âYou know he doesnât listen to anyone. Maybe you, a bit, definitely not me.â
You said goodbye to Will, quick steps taking you back towards where you last saw Lando. When you reached the conference room you first thought Will had been wrong, not seeing Lando through the glass wall. The lights were dimmed, most screens turned off, but as you got closer you could see the light from one computer still flickering in the room. Stopping just outside the door you watched the back of your boyfriend for a few seconds, feeling your chest clench at the way he sat with his shoulders slumped, staring at the screen. With a soft sigh you pushed the door open, carefully letting it click closed behind you again as you placed your bag down on the floor. Lando didnât hear you, or if he did he didnât react. You watched the back of his head for a moment, gaze trailing his tense shoulders before you slowly moved closer to him. The second your hands came in contact with his back, stroking over it gently, Lando flinched slightly.
âSorry.â You mumbled quietly, feeling him relax under your touch. As your hands kept rubbing his back, moving up over his shoulders, Landos gaze never left the screen in front of him. It wasnât until you finally wrapped your arms around his shoulders from behind, leaning down to press a couple of kisses against his ear and cheek, that he actually acknowledged you. It wasnât much, but he lifted one hand to grab onto your arm across his chest, stroking it slowly with his thumb.
âHey.â His voice was quiet and you could tell how down he was by just that one word. Not that you had expected anything else.
âAre you ready to go back to the hotel my love?â
âI donât think so. Sorry.â His hand dropped from your arm.
âCome on baby, you know this isnât good for you.â
âYou can go, Iâll come later. Have some stuff I need to review.â You could tell by his voice that he wouldnât listen to you, he wouldnât leave. Despite just calling Will out for letting Lando make the decisions you couldnât help but accept defeat, pausing for a second before slowly pulling away. A moment later you were seated in the chair next to him.
âWhat is it we need to review?â
âNo, you donât-â he actually turned to look at you, pausing when he noted the expression on your face. Lando knew you well enough to realize you wouldnât leave him alone and despite wanting to be left in his bubble of self hatred he couldnât help but feel appreciative. As he hesitated you spoke up again.
âIf you have things you want to look at, weâll do it together. Then we leave together. Iâm not letting you sit here alone and beat yourself up over today.â You tried to speak as softly as you could while still remaining stern, you wanted him to know you were on his side. Always. Lando waited for a moment but eventually nodded, taking a deep breath.
âOkay. Yeah, okay.â His hand swiped across the surface of the table, closer to you, and you were quick to wrap your fingers around his larger ones. Lando watched your hands for a second before his gaze flickered up to met yours. âThank you.â At that you couldnât help but smile softly, nodding as you squeezed his hand.
âAnytime.â
The two of you stayed for a while, looking through the data and discussing exactly what went wrong where. While you were always honest with Lando, agreeing that he had done some mistakes that probably cost him a couple positions, you were also quick to point out all the circumstances that he had nothing to do with. Team mistakes, flags, weather- you made sure he didnât take the blame for more than he should. As the clocked ticked on you felt yourself slump more and more and soon enough you were leaning against your boyfriend, cheek pressed against his shoulder and eyes fixed on the screen.
âYou tired?â Lando suddenly paused the video the two of you were currently looking at, glancing down at you. You blinked rapidly a few times, pulling away to force some energy back into your body.
âMe?â You shook your head. âIâm fine.â Lando stared at you, raising an eyebrow as he waited for you to tell him the truth. You wouldnât, however you couldnât stop the yawn escaping your lips and Lando let out a soft chuckle.
âMaybe itâs time to get out of here?â
âYeah? You feel ready to pack up?â
âYeah well,â Lando sighed. âYou know I could sit here until tomorrow morning and pick at thingsâŚâ he trailed off and you reached over to wrap your fingers around his wrist, stroking over his pulse point.
âBut that wouldnât help.â
âProbably not.â He turned to look at you again. You tilted your head, offering a sweet smile.
âIf youâre ready to leave, I am too. I think itâll be nice to get back to the hotel? Take a nice warm shower together? Order up some food, eat in bedâŚâ you pulled your hand from his wrist to reach up and drag it through his curls, gently scratching down his neck. âIâll give you some back rubs if you want?â Landos eyes were trained on you as you spoke and you loved the way the corners of his lips actually began to turn upwards.
âYou had me at shower, honestly.â He mused quietly, earning a laugh from you.
âAlright, letâs go then big boy.â You gently patted his cheek, offering a quick wink before pulling away. Pushing your chair out from the table you stood up, stretching with a soft groan before turning around to grab your stuff from the floor. You didnât make it more than a step before fingers wrapped around your arm and with a soft tug you were pulled back around to face your boyfriend. Before you could react his hand had found its place holding your jaw and barely a second later his lips were on yours, offering the sweetest kiss. You couldnât stop the smile spreading across your face, hands snaking across his abdomen to squeeze his sides through the fireproofs as you kissed him back. When he eventually pulled away he did so barely an inch, eyes flickering between yours a few times before he offered a couple more hard pecks against your lips. You hummed out a giggle, leaning back to look up at him.
âThank you.â Lando mumbled, the softest little smile on his face. Pursing your lips you shrugged your shoulders, snaking your arms around his torso.
âIâm just doing my job. As an engineer and a girlfriend. I take them equally serious.â That had Lando actually let out a small chuckle and the smile on your face widened.
âYouâre a professional at both, Iâd say.â He mumbled softly, leaning down to kiss you again. âEspecially the latter.â
#imagine#formula 1#f1 x reader#f1 fanfic#f1 writing#f1 x you#f1 imagine#f1#f1 fic#lando norris fanfic#lando norris x reader#lando norris imagine#lando x reader#lando imagine#lando norris#norris x reader#mclaren#formula 1 imagine#formula one
1K notes
¡
View notes
Text
Redline. Bonus 5.1 | N.R
Older!Motorsportboss!Natasha x Younger!Racing!Driver!Reader



Warnings: Mention of sex, feeling of replacement
Word count: 10,8k
A/n: I didn't think I'd type the title above ever again, but I'll have to do it a second time tomorrow, as there will be a second part..thank you so much âď¸ for this grandiose idea!!! Let's see if one of you finds the "mistake"/difference to the other parts..
The morning sun hadnât even kissed the sky yet when your alarm buzzed quietly beside you. You silenced it with a quick swipe and glanced to your right. Natasha was curled up beneath the covers, her red hair spilling across the pillow in a rare moment of peace. Her breathing was soft, slow, even, and you took a second to soak it in.
You slipped out of bed quietly, careful not to wake her, and tiptoed across the suite to grab your gym bag. Your heart was already pumping, not just from excitement, but from something deeper, older. That itch in your chest that only the track could soothe. It was race season again. Time to put on the helmet and become who you really were.
The gym was empty, the way you liked it. No cameras. No agents. No engineers. Just the rhythmic hum of your breath and the burn of muscle as you pushed yourself through circuit after circuit, focusing on agility, reflexes, core strength. Every crunch, every punch, every bead of sweat was a promise you made to yourself, and to Natasha.
This season was going to be yours. Again.
By the time you stepped out of the shower, skin still tingling from the heat and heart pounding with post-workout adrenaline, you were practically vibrating. You wrapped a towel around yourself and padded back into the room, already mentally drafting a cheeky comment to wake Natasha with, something flirty, maybe teasing about her sleeping in while you were already hustling.
But the bed was empty. Still neatly made. A flicker of confusion passed through you. You checked your watch. Not that early..
You dressed quickly, tugging on a clean hoodie and joggers, and made your way down the hall to the teamâs suite of offices. Most were still dark, except for one. Natashaâs. The door was open just a crack, enough to let the light spill out across the floor.
You approached slowly, the buzz in your veins dimming just a bit. Inside, Natasha sat behind her desk, eyes locked on her laptop, posture stiff. A dozen tabs were open on the monitor..data, driver analytics, telemetry charts. She didnât look up right away when you stepped in. But you didnât need to see her eyes to know something was off. You felt it, the way you feel a car start to slide just before the tires lose grip.
âNat?â you said softly.
Natasha looked up, and her face didnât match her usual morning calm. She had that tight look around her mouth, the one she wore when she was about to say something she didnât want to.
âHey. Youâre up early.â Natasha said.
âI could say the same about you.â You leaned against the doorframe. âDidnât expect to find you buried in data at six am.â
âI needed to get ahead of some things.â Natasha sat back in her chair, folding her arms. âCome in. Sit for a second.â
You blinked. That tone.
Not âI missed you.â
Not âHow was your workout?â
Not even her clipped professional cadence.
Something else entirely. You crossed the room and sank into the chair opposite Natasha, studying her with narrowed eyes. âWhatâs going on?â
Natasha hesitated for a beat. Then she spoke.
âWillow Petrov.â
The name landed like a dropped wrench in a silent garage. Your brow furrowed. âFrom Formula 2?â
Natasha gave a short nod. âSheâs twenty, Russian, ran with LunaTech last season. Three podiums. Got the best reaction time average in the pack. Iâve been watching her for a while.â
You tilted your head slowly. âOkay⌠why are we talking about her?â
Natasha exhaled. âSheâs driving for us now. As your teammate.â
The room seemed to hold its breath. You blinked again, slower this time. Your brain raced to catch up, to reorganize the shape of your expectations. âWhat?â
âI signed her last night.â Natasha said, voice calm but unreadable. âItâll be announced this afternoon.â
You stared at her. âI thought we were running solo again this season.â
âWe were. But the boardâs been pressuring for a second driver since last year. Sponsors too. We need more data from track simulations, better car-to-car telemetry feedback. And frankly, Willowâs too good to let go.â
A dozen thoughts flooded your head at once. You remembered Willow, bright, sharp, fearless. The type who cut corners like a knife and grinned at the podium like she belonged there, even when she didnât win. A rookie, yes..but a talented one.
âSheâs good.â you said slowly. âIâm not saying she isnât. But thisâŚchanges things.â
âI know.â
âWe have to split test runs, telemetry data, garage time. Iâll have to share my race engineer. She doesnât know the car. Hell, she doesnât know you. And I-â
Natasha stood then, walked around the desk, and crouched in front of you, placing a gentle hand on your knee. âHey. Look at me.â
You did. âYou are still my number one. On track. Off it. Nothing about that changes. But this team isnât just about us anymore. It canât be, if we want to grow. I need you to help me bring her in. Mentor her. Lead her.â
You searched Natashaâs face, heart twisting with something you didnât want to name. Not jealousy. Not fear. Just..uncertainty.
âCan I think about it?â you asked quietly.
âYou donât have to decide anything. Just meet her. Sheâs arriving tomorrow.â You nodded slowly. Tomorrow. Everything was already changing.
The rest of the morning passed in a blur.
After the bombshell about Willow, you had thrown yourself into team meetings with a sort of sharp-edged focus, the kind Natasha had come to recognize over the months. When you were rattled, you didnât fall apart, you doubled down. Your voice was steady during briefing, your analysis sharp as ever, but Natasha could feel the undercurrent. The quiet weight behind your eyes. The slightly-too-stiff posture. The questions that werenât really about strategy.
Still, no one else in the room seemed to notice. To them, you were the reigning champion. The top driver of the Romanoff Racing team. Unshakeable.
Natasha knew better.
âAlright.â she said as they wrapped up for the day, clapping her hands once as the crew began dispersing. âTomorrow we welcome Willow to the garage. I want everyone on their A-game. Letâs show her what a real team looks like.â
You didnât speak as you gathered your notes. Just nodded and slipped your phone into your pocket. Natasha let you walk beside her in silence down the corridor, until you reached the private team garage, a sacred space for the two of you when the world felt too loud.
You finally spoke, voice quiet. âYou think sheâs ready?â
Natasha glanced at you. âSheâs raw, but sheâs smart. Sheâll adjust. But sheâs not you.â
You gave a tiny laugh under your breath. âThat supposed to make me feel better?â
Natasha smiled faintly. âIâm not trying to make you feel better. Iâm telling you the truth, Y/n.â
Dinner that evening was something simple. Homemade pasta. Natasha had cooked, which in itself was a rare gesture, part apology, part grounding ritual. You sat on the couch, legs tangled under the blanket, eating straight from the bowls, a slow jazz record playing softly in the background.
You finally started to loosen. You leaned into Natashaâs side, head resting on her shoulder, chewing quietly.
âSheâs going to ask questions about you.â you murmured after a long stretch of silence.
âShe might.â
âYou gonna tell her weâre together?â
âIâm going to tell her youâre my top driver.â Natasha said with a smirk. âEverything else, sheâll figure out the moment she sees us look at each other.â
You gave a small scoff. âYouâre obnoxiously confident sometimes.â
Natasha pressed a kiss to your temple. âAnd you love it.â
Later that night, the apartment had gone quiet. Natasha had gone to wash up, and you stayed curled on the couch, hoodie pulled up over your head, the laptop balanced across your legs. The screen glowed softly in the dark, video after video, all the same subject.
Willow Petrov | Rising Star - F2 Highlights
Willow Petrov Onboard | Monaco Hairpin Dive
Willow Petrov: 2024 Season Recap
Her style was aggressive, but clean. No wasted movement. Calculated chaos. And she had this look behind the helmet, fierce, wide-eyed, maybe even a little reckless. She reminded you of yourself, once.
Too much.
So when Natasha padded back into the room, damp hair tied in a loose knot, wearing only a black tank and sweatpants, she paused in the doorway, smirking at the screen before speaking.
âYou stalking your new teammate already?â
You startled, slammed the laptop shut too quickly. âI was just..researching.â
âMm-hm.â Natasha crossed her arms, clearly entertained. âResearching. With that little frown and everything.â
âIâm not jealous..â you muttered, cheeks flushed. âIâm justâŚmaking sure I know what Iâm working with.â
Natasha stepped forward, eyes gleaming as she knelt in front of you, resting her hands on your thighs. âItâs okay if you are. A little.â
You met her gaze, trying to hold it, trying to be cool. But something warm bloomed in your chest at how amused Natasha looked, like this was something endearing. Like you werenât being ridiculous, butâŚcute.
âSheâs not a threat.â Natasha said softly. âTo your seat. To us.â
You swallowed. âI just donât want to lose what we have.â
âYouâre not going to.â Natashaâs voice was sure, low, steady. âYouâre mine. On every track. In every city. In every way that matters. Thereâs no one else I want in that car..or in this bed.â
You looked down at her, and your voice was barely a whisper. âPromise?â
Natasha rose onto her knees, kissed you slow and deep, her hand slipping to the back of your neck. âI promise.â she murmured against your lips. And for the first time that day, you let yourself believe it.
The next morning came bright and early, sun slicing through the tall windows of the paddock hospitality suite like a blade. The teamâs logo, sleek and minimal, black and red, gleamed from banners, transport trucks, even the espresso machine. A few engineers were already moving in the garage, prepping telemetry equipment and adjusting the simulator booth in the corner.
You stood just outside, arms folded, watching the driveway. You told yourself you werenât nervous. Youâd given track tours a dozen times. Youâd welcomed new engineers, new sponsors, new assistants. Youâd even done a handshake round with a crown prince once, back when Natashaâs team had first gone international.
But something about this one felt different. When the black car finally pulled up, you recognized her instantly. She practically bounced out, tiny compared to the hulking luggage she hauled behind her. She wore the teamâs new windbreaker, sleeves a little too long, brown hair in a messy braid, and a smile stretched across her face like it had been glued there for hours.
Big eyes. Too much energy. Nervous as hell. You swallowed a smile and stepped forward. âYou must be Willow.â
Willow straightened like sheâd been caught doing something wrong. âY-Yes! Hi!â
âHi.â You offered your hand. âWelcome to Romanoff Racing.â
Willow shook it with both hands, her grip too eager, almost bouncing on the balls of her feet. âOh my God, I canât believe this is real..â she said breathlessly. âIâve been watching your races since I was fifteen, I mean, not in a creepy way, I just-God, that sounded creepy, didnât it?â
You let out a short laugh. âYouâre fine..â Willow blushed deeply, nodding rapidly.
Just then, Natasha stepped out from the garage, clipboard in hand, her presence commanding even in jeans and a fitted t-shirt. Willow visibly straightened again, as if she were back in military school. Natasha gave her a nod, eyes cool but not unkind.
âWillow. Good to have you with us.â
âTh-Thank you, Ms. Romanoff..â Willow stammered.
Natasha turned to you, that subtle look passing between you like a secret no one else could read. âIâve got a strategy meeting with the core team. Think you can show her around?â
You nodded. âSure.â
âStick to pit lane, garage, and test paddock. Donât take her near the media center yet. They donât know weâve signed her.â Natasha paused. âAnd for the love of God, donât let her try to sit in your car.â
Willow blinked. âI would never- I mean, just looking! I swear!â
You couldnât help it, you laughed again. Natasha smirked, kissed your cheek (subtle but intentional), and then disappeared into the garage.
Willow watched her go with wide eyes. ââŚSheâs terrifying.â
âSheâs not that bad.â you said, walking toward the pit entrance.
âShe is. But like, in a powerful-boss-woman way.â
You shot her a glance. âSheâs also my girlfriend.â
Willow froze. âOh. Oh. Oh. Iâm sorry, I didnât mean..I didnât know you two were, um- wow. Cool. Very cool. That explains theâŚcheek kiss.â
You arched a brow, biting down a grin. âYou okay?â
âYeah!â Willow squeaked. âJust trying not to implode.â
The track was still quiet, only the faint sounds of drills and tires being moved echoing through the pit lane. You walked her through the various zones: the telemetry stations, tire warmers, pit boxes, the private rest pods hidden behind the main lounge.
Willow asked questions, so many questions. About the carâs brake bias system, about fuel management in wet conditions, about how the team handled your post-crash comeback. Her eyes sparkled with a thousand unspoken thoughts, and despite yourself, you started to like her. She was too earnest to hate.
You stopped just at the edge of the garage, where your race car stood under soft LED lights, its sleek chassis black with crimson accents.
Willow gasped. âIs that yours?â
You nodded. âEvery piece of her.â
âSheâs beautiful.â
âSheâs temperamental, high-maintenance, and will betray you the moment you relax.â You ran a hand across the wing. âBut yeah. Sheâs mine.â
Willow stepped forward, a little reverent. âWhatâs it like? Sitting in her. That moment right before the lights go out?â
You turned to her, studying the rookieâs hopeful face. âItâs likeâŚyou disappear. And all thatâs left is instinct. Speed. Survival.â
Willow looked down, serious now. âI donât know if Iâll be good enough.â
âYou wouldnât be here if you werenât.â
âI thought Iâd have more time..â she admitted. âTo grow. To learn. And now Iâm being dropped next to you. Youâre a world champion. Youâre her partner. What if I screw up?â
You softened. âYou will.â you said simply. âWe all do. But we get better. Thatâs how this works. Just donât try to be me.â
Willow looked up, surprised. âBe you. Thatâs who she signed.â
Willow nodded slowly. âOkay. Iâll try.â
You gave her a small smile. âThatâs all you need to do.â
The tour ended as the midday sun baked the tarmac in a golden shimmer. Willow had talked nonstop for nearly an hour, and though you didnât admit it out loud, the kid had started to grow on you. Somewhere between her overly enthusiastic obsession with brake cooling systems and the way her eyes lit up when they entered the data lab, you felt something unfamiliar settle in your chest.
Not irritation. Not jealousy. Something closer to nostalgia.
You returned to the garage, where the hum of the team buzzed around you like bees, techs checking tire pressure, interns typing rapidly, radios crackling between engineers. The pulse of the season was coming alive again, and you could feel it deep in your bones.
Natasha appeared just as you stepped back into the paddock. Sheâd changed into her track jacket, her red hair pulled back in a low ponytail, clipboard tucked under one arm. Her presence was casual, but commanding, as always.
âHowâs the tour?â she asked, directing the question to Willow, though her eyes flicked briefly toward you.
Willow straightened again. âIncredible. I..I donât even know how to process it all. I feel like Iâm dreaming.â
Natasha gave her a small smile, the kind that was rare and real. âGood. I like drivers who know how to appreciate where they are. But now itâs time to stop dreaming and start driving.â
Willow blinked. âWait. N-Now?â
Natasha gestured toward the second car in the garage, sleek, matte gray, less tuned than your beast but still mean enough to roar.
âNothing major. Just a few laps. Get the feel of the track. Itâs different when itâs ours.â
You arched an eyebrow. âDidnât waste any time, did you?â
Natasha smirked. âNeither do you.â
Willow looked between you, nervous again but clearly vibrating with excitement. âI- yes. Absolutely. Thank you, Ms. Romanoff.â
âCall me Natasha when weâre not in front of sponsors.â she said, turning to toss her clipboard on the table. âSuit up. Letâs see what youâve got.â
Within twenty minutes, Willow was in the car. The Romanoff test track wasnât part of any international circuit. It was private land, built with obsessive precision, modeled after the most complex corners of Monaco, Silverstone, and Spa, all folded into a brutal loop of tight chicanes, high-speed straights, and elevation changes that punished hesitation.
It wasnât a track for rookies.
You stood with your arms crossed beside Natasha at the observation deck just above pit lane, watching the camera feed light up as the car pulled from the garage.
âShe looks scared.â you said.
âShe should be.â Natasha replied. âFear keeps your hands steady.â
The engine roared to life and Willow was off, taking the first few laps with visible caution. Corners were wide, braking early, no aggressive downshifts. You leaned against the railing, unimpressed.
âSheâs holding back.â
âSheâs learning the rhythm.â Natasha said, not taking her eyes off the screen. âWatch.â
You did. And after lap three, something shifted. The lines tightened. Her timing smoothed. She stopped dancing around the turns and started slicing through them. Lap four, she nailed the uphill chicane without touching the apex rumble strip. On five, she drifted wide just enough to preserve tire heat without compromising the downforce.
Your brow furrowed. ââŚHuh.â
Natashaâs smile was faint, knowing. âSheâs good.â
âSheâs very good.â
You watched in silence as Willow pushed through another two laps, faster each time. Still not elite, but promising. Focused. Hungry. She cut the final corner too sharp on the last run and skidded slightly, catching herself at the edge of the gravel. She brought the car in after that, helmeted head turning as she entered the garage and coasted to a stop.
When the engine went quiet, you let out a low breath. ââŚOkay,â you muttered. âThat canât go unanswered.â
Natasha turned. âOh?â
Your smile grew slowly. âGive me ten minutes and my girl back in the paddock.â
âYou want to race her?â
You turned to her, eyes gleaming with challenge. âYou wanted her tested. Letâs see how she handles the heat.â
Natasha considered you for a beat, then nodded.
âDonât go easy on her.â
âWasnât planning to.â
Ten minutes later, you were back in your suit. Helmet in hand. Every step toward the car felt like slipping back into a second skin. The hum of the garage faded. Everything outside the cockpit was background noise.
As you lowered yourself into the car, you glanced toward Willow, who was standing by the pit wall, helmet still on, clearly unsure whether to be thrilled or terrified. You gave her a thumbs-up before the visor came down.
And then, the track swallowed you. Willow took the lead on the first lap, you let her. Let her feel that taste of control, let her believe for a second she had the upper hand.
But by lap two, you were tightening the gap. By three, you were on her tail, reading every line she chose, every hesitation. On the fourth lap, as you hit the blind uphill switchback, you saw your chance.
You dove in, late brake, tighter line, a calculated brush that skirted legality, and took the inside.
Willow blinked. Hesitated. That was all you needed. From then on, it wasnât even a contest. The next lap was yours, sharp, precise, and punishing. Your car became an extension of your body. Every muscle aligned with purpose. You were wind and fire, all instinct and fury, tearing up the track to prove one thing:
You still had it.
And by the time you crossed the line, your car a full second ahead, the point had been made loud and clear. When you pulled back into the garage, engines cooling with the ticking sound of victory, you climbed out, removed your helmet, and walked toward Willow, whose face was flushed behind her visor.
She flipped it up slowly.
ââŚHoly shit..â Willow whispered.
You smirked. âWelcome to the big leagues.â
Natasha joined you then, arms folded, the ghost of a grin tugging at her lips. âI think that counts as your initiation.â
Willow looked between you, still catching her breath. âI want to be that good.â
âYou will be.â you said, slapping her lightly on the shoulder. âJust not today.â
As the sun dipped behind the trackâs final corner, casting long shadows across the asphalt, Natashaâs voice cut through softly, âLooks like Iâve got two monsters on my team now.â
You looked over, and for the first time since the rookieâs name was mentioned, you smiled without reservation.
âYeah.â you said. âBut only one queen.â
ââ
It had been six days since the race. Six days since you smoked Willow on the track. Six days since the rookie came off the tarmac breathless and wide-eyed like sheâd touched fire, and wanted more.
Since then, the team had shifted into full gear. Training simulations. PR meetings. Car telemetry reworks. Everyone was running on caffeine, deadlines, and pit-lane adrenaline. And somewhere in the chaos, you started to feel it:
Distance.
At first, it was small. A skipped coffee. A missed debrief. Natasha pulling Willow aside in the garage, gesturing with that intense, low tone she always used when she wanted to build a driver up from the inside out. You had heard it before. You remembered how rare it was to be spoken to like that.
Now you watched it from a distance. On the fourth day, you showed up early for simulator drills, but Natasha had already booked Willow in your slot. No heads-up. Just a polite nod from the tech.
âRomanoff said to prioritize rookie reflex calibration..â he mumbled.
You had just nodded and turned away, jaw tight. You werenât the rookie anymore. You werenât the rescue project. You were the reigning world champion. And somehow, you felt completely invisible.
That night, the compound was unusually quiet. The rest of the team had gone out for a media dinner, but you had passed. Natasha hadnât even asked if you were coming, sheâd assumed you werenât, too caught up talking setups with Willow, who had practically bounced through the garage all day with her notebook and never-ending questions.
You stood alone now in the garage, long after the rest had left, staring at your car in the low lights. Just you and the beast. The car didnât judge. The car didnât compare. You ran your hand across the edge of the carbon fiber bodywork, fingertips ghosting over the Romanoff logo near the cockpit.
How many times had this car saved you? How many times had Natasha? And now it felt like none of it was enough.
A sharp click of heels on the concrete behind you broke the silence. You didnât turn.
âI figured Iâd find you here.â Natasha said quietly.
You swallowed. âThought you had dinner with the prodigy.â
Natasha approached slowly, a slight edge of confusion in her voice. âWillow went with the tech crew. I was looking for you.â
âYouâve been doing a lot of looking lately.â you said, the words out before you could stop them.
Natasha paused. âWhatâs that supposed to mean?â
You finally turned to face her. âYou tell me. Youâve been glued to her since the day she arrived. Training, testing, feedback loops, hell, you even rearranged my sim time.â
âThat wasnât personal, baby.â Natasha said. âShe needs the hours.â
âAnd I donât?â
âYouâre already a world champion.â
âRight..â you snapped, stepping back. âSo now Iâm just the legacy act? The girl who came broken, who got rebuilt, but isnât new enough or shiny enough to get your attention anymore?â
Natashaâs face hardened. âThatâs not fair.â
âIsnât it?â You laughed, but it wasnât funny. âYou didnât have to fight for her. You didnât have to convince her to stay when her nightmares made her puke at night. You didnât hold her hand when she spun out and started screaming because she thought she was flying into a wall again. She came ready-made. Clean slate. Untouched.â
Natasha flinched, subtle, but it was there. âI never saw you smile at me like that, back then.â
âYou mean when you didnât trust anyone and couldnât look me in the eye?â Natashaâs voice was low now. Dangerous. âDonât rewrite history just because it hurts.â
Your breath caught. You stared at each other for a long moment. Everything in your chest was burning, shame, longing, fear. You hated how small you felt. How much you cared.
âI know what this is..â you said quietly. âSheâs the driver you always wanted.â
Natasha stepped forward, firm. âStop it.â
âShe is.â you insisted, voice cracking. âNo damage. No baggage. You didnât have to rebuild her. You just got to mold her. And I-â
âYou were never a project to me.â
âYou say that, but itâs starting to feel like I was.â
The silence between you was deafening. Natasha took a breath, slow, deliberate. âDo you really think I love you because I had to?â
You didnât answer, and natashaâs expression softened, less sharp, more raw. âI love you because you fought. Because you refused to stay down when every bone in your body told you to quit. I love the way you clawed your way back to the wheel, even when no one else believed in you. Thatâs not pity. Thatâs admiration.â
âThen why does it feel like youâve forgotten Iâm still here?â you whispered.
Natasha looked stunned, just for a second. Then she reached out, gently, cupping your face. Her thumbs brushed your cheeks, you hadnât realized youâd been crying until then.
âI havenât forgotten you, Y/n.â Natasha murmured. âIâve been looking at you every day and thinking: God, sheâs still the fire I fell for. But I didnât realize you were feeling this.â
âI didnât either..â you said, your voice hoarse. âNot until she showed up and you stopped seeing me the way you used to.â
Natasha shook her head. âNo. I see you. I always see you. You just started turning away.â
You closed your eyes. You wanted to believe her. Wanted to let it go. But the doubt sat heavy in your gut like lead.
âYou need to tell me when I miss something.â Natasha said, pulling you in closer. âNot when itâs too late. Not when youâve already built a story in your head.â
You rested your forehead against hers. âSheâs good.â
âShe is.â
âBut Iâm still better.â
Natasha smiled. âGoddamn right, you are.â
A beat passed. Then you added, quietly, âBut I still needed to hear it.â
Natasha kissed you then, slow, grounding, a promise sealed without words. And for the first time in days, you let yourself believe that you werenât being replaced. You were still the heart of this team. Still hers.
ââ
The press tent was larger than usual, elevated seating for journalists, polished banners on either side of the platform, and every camera lens locked in with laser precision. The Romanoff Racing emblem hovered on every backdrop, flanked by the logos of their newest sponsors. A gentle buzz filled the air, expectation, speculation, heat from the lights.
And at the center of it all: Natasha.
She walked onto the stage like she owned it, because, in a way, she still does. Her tailored black blazer, fitted white blouse, and subtle smile made her look every bit the icon. Calculated cool. Controlled grace. She stood at the mic with the same poise she showed when strategizing before a stormy Grand Prix.
âLadies and gentlemen..â she began, her voice even, but firm. âThank you for joining us today. As most of you know, Romanoff Racing is entering its fifth season on the circuit. Weâve broken records, rewritten what a comeback can look like, thanks in large part to our champion, Y/n.â
There was a small wave of applause, and backstage, you exhaled slowly as the spotlight grazed you for a moment, just enough to burn.
âBut this year..â Natasha continued, âweâre growing. Iâve made the decision to bring in a second driver. A rising star. Someone with the kind of raw instinct and racing spirit I havenât seen in a long time.â
A pause. âPlease welcome our new official team driver: Willow Petrov.â
The tent erupted. Cameras flashed wildly as Willow stepped onto the stage, her team jacket pressed and spotless, her blonde braid tucked neatly under a Romanoff Racing cap. Her cheeks were pink from nerves, but she beamed like a kid on Christmas. There was no hiding her awe.
She took her place beside Natasha and gave the mic a nervous glance before speaking. âItâs⌠honestly insane to be here. I used to watch her replays on YouTube between my F2 races..â she admitted with a laugh. âand now Iâm wearing the same patch. Iâm here to learn, grow, and drive my heart out for this team.â
Natasha smiled, laying a subtle hand on Willowâs shoulder as she guided her back a step. Then came the volley of questions, standard press fare at first, then sharper, messier.
âNatasha, was this a long-term plan to bring in new blood?â
âWillow, do you feel pressure being compared to a world champion teammate?â
âY/n, how does it feel to share the spotlight after carrying the team solo for so long?â
That last one hit. You, seated now beside Willow and Natasha, leaned forward to the mic. Your smile was tight, practiced.
âWeâre not here to compete with each other. Weâre here to win, together. Thatâs what matters.â
A professional answer. Unshakable. But inside, something twisted. You watched as Natasha angled slightly toward Willow during the Q&A. A nod here, a subtle prompt there, encouraging. Guiding.
The same way she used to do with you. You didnât even realize you were clenching your fist under the table until Willowâs elbow bumped you gently.
âYou good?â Willow whispered, low enough the mics wouldnât catch it.
You blinked and looked at her. The girlâs big blue eyes were full of concern, not competition.
And for a moment, you felt bad for being annoyed with her. âYeah.â you murmured back. âJust waiting for the fun part.â
After the conference, you were ushered outside for the official media line, step-and-repeat photos, handshake shots, and a trio pose in front of the new car prototype. You had done this a hundred times. You knew how to stand. Where to smile. When to tilt your chin for that âeffortless confidenceâ angle.
But today, it all felt tight around the edges. âOkay, Natasha in the middle, Y/n on the left, Willow on the right..perfect!â one of the PR reps called out.
Flashbulbs exploded. Willow grinned wide, clearly new to the pressure but trying her best to keep up. Her hand hovered awkwardly near your back, unsure if she was supposed to pose with you or not.
You glanced at her. Then, with a tiny sigh, you reached out and gently pulled Willow a little closer.
âRelax..âyou muttered. âWeâre not enemies. Weâre just expensive mannequins right now.â
Willow laughed, nervous but grateful. âYouâre kind of intimidating, you know that?â
You raised a brow. âMe? Youâre the one everyoneâs calling the future of Romanoff Racing.â
Willow looked over at you, more seriously now. âMaybe. But youâre the heart of it.â
That stung in a way you didnât expect. You werenât sure if it was pity, or admiration, or just awkward honesty, but it cut through the noise.
More flashes. Another angle. Another forced smile. Then Natasha stepped between you for a tighter photo, resting a hand on each of your backs. The press roared, headlines already forming.
âThe Queen, the Champion, and the Prodigy.â
You tried not to flinch at the way Natashaâs hand lingered slightly longer on Willowâs shoulder than yours. Tried not to let your smile falter. Tried not to think about how much had changed..and how fast.
Later, when the crowd had cleared and the cameras were packed away, you stayed behind in the now-empty paddock, hands stuffed in your pockets, sunglasses still on. Natasha found you there, leaning against one of the sponsor walls, staring at nothing.
âYou did good.â Natasha said softly. âHeld your own.â
You gave a small shrug. âIâve had practice.â
There was a beat of silence. âYou looked like you wanted to be anywhere but next to me up there.â
You turned toward her, finally taking the shades off. Your eyes were tired. Honest. âI just miss when I didnât have to share you.â
Natasha didnât smile. She didnât lecture. She just stepped forward and took your hand. âYou donât have to share what we have. But you do have to trust it.â
âIâm trying..â you whispered. âBut every time you look at her like sheâs something special, I wonder if Iâm justâŚfading.â
âYouâre not fading.â Natasha said, her voice low and firm. âYouâre shining. And the only reason I even brought her in was because I wanted to protect you. Give you someone beside you on the road. Not behind. Not in front. Beside.â
You closed your eyes, leaned into her touch. It still hurt. But at least now you knew: You werenât invisible.
Not yet.
The week leading up to the race had been relentless. Training drills. Lap simulations. PR follow-ups. Tire compound testing. A new aero package install that barely made it past Fridayâs technical inspection.
And somewhere in between, you had started sleeping with one arm under your pillow and one hand curled into a fist, like you were bracing for something you couldnât quite name.
Willow, for her part, had thrown herself into the grind with youthful fire, running morning laps in the rain, asking the race engineers questions until midnight, sipping black coffee like it was a secret weapon. Her natural instincts were beginning to polish into something sharper. More refined. You noticed. And for the first time, you stopped feeling jealous, and started feeling hungry.
The qualifying day sun was harsh and dry, high in a cloudless sky, beating down on the Romanoff Racing paddock like a spotlight that wouldnât turn off. The air shimmered with heatwaves above the tarmac. Cameras hovered, drones buzzed, and pit crews moved like silent machines around their cars.
This was it. Solo time trials. No traffic. No slipstreams. Just driver vs. track, one at a time. Every corner counted. Every tenth of a second was a kingmaker, or a curse.
The starting order for the qualifying runs had been drawn the night before. Willow would go out first for Romanoff Racing. You would go last.
The reigning champion. The final roar.
Inside the garage, Willow paced back and forth in her suit, her gloves half-on, eyes bouncing between her race engineer and Natasha. The kid was wired like a live wire, bouncing with nerves, soaking in every word Natasha fed her through the headset mic.
You sat on a stool in the corner, helmet in your lap, one leg crossed over the other, quiet and observant. You werenât jealous, not really.. But there was a grating sound in your head you couldnât turn off. Natashaâs voice. Gentle. Encouraging. Proud.
âTake a clean line through 11, watch the outside rumble. Brake later if the tires warm fast enough.â
âLike that. Thatâs the right read.â
âTrust your gut, donât overthink the apex.â
You ground your jaw. You used to hear those words. Back when you needed them. Now, you didnât get so much as a nod.
Willow stepped into the car and rolled onto the track. The garage emptied to the pit wall, where engineers stood with headsets, telemetry readouts glowing. Natasha followed, slipping on her shades like she was watching her personal investment roll into orbit.
You didnât go with them. You stayed in the shade. Then you stood up, pulled your cap low, and walked. Elsewhere on the paddock, the atmosphere was different, less rigid, more relaxed. Some of the other drivers were lounging under the sponsor tents, sipping water, exchanging banter, or pretending not to care.
You wandered near the corner where some of the lesser-known, but fast, independent drivers hung out. Guys from underground teams. Not rookies, not legends..just raw talent.
You leaned against a stack of tires, arms crossed, not saying much at first. âL/N, you going soft on us?â one of them joked, a smirking Frenchman named Jules. âYouâre not watching your little protĂŠgĂŠ?â
You shrugged. âSheâs not mine.â
âYou saying that like itâs not already in the headlines..â someone else teased. âThe Queen and the Kid. All eyes on Romanoff.â
Another chuckle. Then a quieter voice chimed in, âYou hear about that circuit run? Off-record? Midnight, no cameras, real speed.â
You raised an eyebrow. The group shifted subtly, gauging your interest. You didnât respond right away, but your gaze held. One of them, stocky, buzz cut, tattooed fingers, grinned. âWhat, the world champ thinking about getting her hands dirty?â
A few laughs. Someone leaned closer. âWouldnât that be something? You on a back-alley grid with the rest of us rats.â
You gave a lopsided smile. Didnât confirm. Didnât deny. But something about it thrilled you. The rawness. The danger. The lack of polish. No PR team. No pressure..
Just you and the car.
They saw that spark in you. And they liked it. You didnât agree. But you didnât shut it down either. And somewhere deep in your gut, the idea didnât seem so far-fetched.
You walked back in just as Willowâs final lap flashed across the telemetry screen:
1:20.408
Gasps. Claps. A low cheer from the Romanoff Racing pit team.
P1. For now.
Your stomach dropped. Natasha turned to you, eyes bright behind her sunglasses. âShe nailed it. Best lap of the day so far.â
You didnât reply. Just reached for your gloves. Something in Natashaâs tone, maybe pride, maybe surprise..lit a fuse inside you.
Willow climbed out of the car moments later, flushed and beaming, helmet off and braid soaked in sweat.
âI think I blacked out during sector three.â she panted.
âYou didnât.â Natasha replied. âYou just drove like you meant it.â
You met Willowâs eyes briefly. The girl still looked like she worshipped you. But that made it worse somehow. Because now you had to remind everyone who built this teamâs legacy.
Your lap was up next.
You pulled on the helmet. Closed the visor. The world shrunk to engine hum and breath.
Radio check.
âComms clear. You ready?â
âAlways.â
âNo overdrive early. Hold back on sector one, save the tires for the back half. We only need one clean lap. Not a death wish.â
You tightened your grip on the wheel.
âIâm not here to be clean. Iâm here to be fast.â
Natasha didnât reply. The light turned green, and you floored it. You took sector one tight, ignoring Natashaâs caution. The tires screamed at the high-speed curve through turn six. You leaned hard into the chicane, barely clipping the apex, riding the edge of the curbs with millimeter precision.
Sector two: near-perfect. You braked a split-second later than anyone else dared at turn eleven, kissing the wall on exit without losing speed.
Sector three: the fast zone. No brakes. Pure throttle. Pure fury.
You were flying. By the time you crossed the line, your final time flashed across the board:
1:19.774
Silence. Then a collective inhale from the pit. You sat in the car, helmet still on, staring ahead as the data streamed in.
P1.
Back in the garage, Natasha pulled off her headset slowly. The corner of her mouth lifted. âSheâs still got fire.â
Willow watched the screen, eyes wide, but there was no bitterness. Only awe.
âSheâs not human..â Willow whispered. âSheâs art with an engine.â Natasha didnât reply. But the look in her eyes said enough.
You returned minutes later, pulling off your helmet in one slow, deliberate motion. Your eyes met Natashaâs. Not smug. Not smiling..Just raw.
âI needed that..â you said quietly.
Natasha stepped closer. âYou earned that.â
Willow came up beside you, flushed and panting. âI thought I had itâŚâ
You gave her a glance. âYou almost did.â
You stood there in silence, three women. First, second, and the one who saw both sides. For now, Romanoff Racing ruled the grid. But underneath the steel and sweat and smiles..Something else was brewing.
ââ
The hotel room was quiet.
Beyond the floor-to-ceiling windows, the city sparkled under a velvet sky. Horns in the distance. Soft wind curling through the open slats of the terrace door. The whole world was moving, just not here.
Here, it was still. You lay on your side, facing the window, bare shoulders half-draped in sheets. Your hair still damp from a late shower, your mind still too full from the day. The numbers of your lap time looped in your head. 1:19.774.
A victory. But somehow, not enough. Behind you, Natasha was lying on her back, one arm tucked behind her head, the other resting near your spine. Not touching. Just there.
The silence between you was soft, not cold, but it carried weight. You donât know how to speak the ache that lingered in your chest. The quiet, bitter curl of doubt that still whispered..
What if she doesnât need me anymore?
Then, without warning, Natasha shifted. She reached, slow and deliberate, and pulled you gently onto her, guiding your body across her own like it was something sheâd done a hundred times, and it was. Legs tangled. Hands at your waist. You blinked down at her, surprised.
ââŚWhat are you doing?â
Natasha looked up, eyes calm, steady. âReminding you.â
You frowned, confused. âOf what?â
âThat you donât have to be scared.â Natasha said simply. âThat Iâm not going anywhere.â
You froze. Of course..Natashaâs fingers brushed your lower back, tracing the faint curve of your spine with absent reverence. âI know that look in your eyes..â she murmured. âThe one you try to hide behind your helmet. The one that says âIâm slipping.ââ
âIâm not-â
âYou donât have to lie to me, Y/n.â
You closed your mouth. Natashaâs voice softened, like velvet over steel. âYou think because Iâm proud of her, Iâve stopped being proud of you.â
âI know you are..â you whispered.
âDo you?â
You looked away. That silence told Natasha everything. She sat up slightly, pressing her forehead against yours. Her breath was warm. Her voice firm.
âYou are not being replaced. Willowâs a driver. You are everything. You are the reason this team has a heartbeat. You are why I built this whole empire in the first place.â
Your throat tightened. âI just..sometimes I feel like-â
Natasha didnât let you finish. She kissed you. Deep, slow, anchoring. And you melted into it, not because it was heat, but because it was home.
When Natasha rolled you fully beneath her, fingers trailing down your ribs, her mouth never left yours. Her touch wasnât demanding, it was declarative.
You are mine. You are seen. You are still the fire.
You didnât speak again. You didnât need to.
The Next Morning â 6:48 AM
The car ride to the track was quiet in the front. Loud in the back. Natasha drove, one hand on the wheel, the other resting easily against the center console. Her face was set, calm, already mentally halfway through the first ten laps.
In the rearview mirror, she watched you. Head against the window, music in your ears, hoodie up, one hand loosely gripping your phone in your lap. You werenât asleep, but you werenât here, either. Lost in thought. In routine. In preparation.
Natasha didnât say anything. She just watched you. Softly. In the passenger seat, Willow was a whirlwind of motion. She had her phone out, snapping photos of the sunrise over the city skyline, the rows of transport trucks pulling into the paddock, the backs of race trailers covered in sponsor logos.
âGod, this is insane!!â Willow muttered, more to herself than anyone else. âI canât believe weâre really here..â
Natasha smirked faintly. âItâs always real at the first corner.â
Willow didnât even flinch. âIâm ready.â
She meant it. Her excitement wasnât childish anymore. It was focused. Sharpened. Natasha glanced at her, proud. Then back at the mirror.
Your gaze was on the road. But your fingers tapped once, almost in rhythm to Natashaâs signal light. A quiet acknowledgment.
The moment the car pulled into the underground entrance to the paddock, cameras began flashing. They hadnât even stepped out yet.
Natasha cut the engine and sat for a beat. âYou two know the drill.â
You pulled out your earbuds and tucked them into your pocket. Still silent, but sharp now. Willow adjusted her jacket and reached for her media pass lanyard.
âGod, thereâs already like fifty of them..â she muttered. Natasha stepped out first. The sound of shutters exploding hit instantly. Flashes. Voices. Shouts.
âROMANOFF, OVER HERE!â
âWILLOW, SMILE FOR SKY SPORTS!â
âY/N! ANY COMMENT ON THE RIVALRY?â
You followed, hoodie up, sunglasses on. No expression. Willow followed last, almost jumping at the barrage of attention, but she didnât flinch. She smiled wide. Waved once.
They didnât stop walking. They didnât answer questions. The three of you moved in sync toward the garage, driver, driver, boss. And behind every flash, the story was writing itself:
âRomanoff Racing Arrives, One Team, Two Stars, All Eyes On Gold.â
But behind the headline, between the silences and the stolen glances, only one truth mattered: You were here. And you were ready to burn the track down.
You sat in your chair, arms folded, legs crossed. Your race suit was half-zipped, the sleeves knotted at your waist. Your face unreadable.
Willow was across from you, helmet on the table, bouncing her leg under the chair, nervous energy leaking through the edges of her focused expression.
Natasha stood at the head of the room, pointer in one hand, the other resting on the back of her chair. Not smiling. Not lecturing. Just speaking, measured and exact.
âWeâre going soft-hard-medium. Staggered stops. Y/n, youâre opening with pace. I want a gap by lap 12.â
You nodded. âCopy.â
âWillow..â Natasha said, voice shifting subtly, âyouâre staying with Costa and Wolfe. Buffer zone. Youâre not chasing him, not unless I call for it.â
Willowâs brow furrowed slightly, but she didnât argue. âUnderstood.â
Natasha clicked a button. A screen lit up with a predictive sim. âThereâs a 20% chance of light rain in sector three near the end. If it happens, we hold track position. No unnecessary battles.â
You tilted your head, watching her closely. This wasnât her usual tone. There was something behind it. A stiffness. An uncertainty.
Minutes later, you sat in pole, visor down, surrounded by cameras and chaos. The air reeked of fuel and heat. A heartbeat pulsed under your palms, yours or the carâs, you didnât know anymore.
âY/n, final check. Comms clear?â
âClear and ready.â
âGood. Watch your rear into turn three. Wolfe will try to dive late.â
âLet him try.â
âWillow, confirm comms.â
âClear. Heart rateâs at 110. Iâm breathing.â
âGood. Just survive the first five laps. The rest will come to you, okay?â
Your jaw twitched inside your helmet. There it was again..The tone-
Lights out.
The roar was immediate. Four-wide dive into the first corner. You took the inside clean, perfectly timed gear shift, shutting the door on Wolfe and Costa with ruthless precision.
By lap 2, you had already opened a 1.7 second lead.
Smooth. Surgical. Untouchable. Behind you, Willow stumbled. Turn six..wide. Lap four..too much brake into the chicane.
âWillow, pull it together. Reset your rhythm. Donât chase, stabilize.â
âCopy. Sorry.â
Lap six, Willow found it again. She overtook Costa in a brave, inside line maneuver that nearly kissed the gravel. You heard the pit crew cheer. Natashaâs voice crackled with unexpected joy.
âThatâs the fire. Keep it clean. Wolfeâs losing grip. You can take him in two.â
You grit your teeth. The car roared under you like a living thing, engine screaming at full tilt, tires gripping tarmac like claws on glass. You breathed slow. Measured. Intentional. Every part of you synced with the machine, the wheel, the brakes, the tiny flicks of balance that made or broke lap times.
You were leading. Clean start. Clean pace. Fastest lap by lap 11. Smooth as silk, precise as a scalpel. This race was yours.
In your rearview mirror, you saw Willow, P2 now, holding position. Not threatening, not faltering. JustâŚthere. You didnât think about her. You didnât have time.
You thought about your line through turn 9, the slight understeer near the tunnel curve, the way your grip was softening on the softs with every corner carve. Your body was singing with focus. This was your world. And nothing, not the crowd, not the pit crew, not even Natashaâs voice, could shake it.
Until lap 34.
âY/n. Weâve got a situation.â
âTalk to me.â
âWillowâs rear gearbox sensor is pinging. Possible instability. Dataâs fluctuating. If Wolfe pushes DRS range and forces a brake duel, that casing could fail.â
You blinked through sweat. âThen pull her back.â
âNo. Weâre issuing a position swap. Now.â
Silence in your helmet. Your hands tightened on the wheel. What?
The wind outside felt louder. The engine scream thinned into white noise. ââŚNo.â
âThatâs not a request.â
âShe wonât survive the lead! Not with a blown rear and Wolfe charging!â
Natasha was more cold this time,
âAnd she definitely wonât if she doesnât have a wall behind her.â
âI am the wall, Natasha! Let me hold the front. Let me finish this.â
Another beat of silence. Then..
âY/n. Position. Swap. Now. You protect her or she crashes out. Those are the only outcomes.â
Inside the garage, Natasha stood stiff at the pit wall, headset pressed tight, heart hammering harder than sheâd admit. You hadnât obeyed.
She stared at the live feed, your car just ahead, clean lines, perfect balance, but no sign of lifting. And Willow, driving beautifully, but unaware of just how fragile her car was, was still in second. Vulnerable.
Natasha knew what this was. This wasnât disobedience. This was fear.
Not for Willow. For you. Letting someone pass when the win was in your hands? When every ounce of your soul knew you were better?
That wasnât just sacrifice. That was surrender.
Your jaw was tight inside the helmet. Your heart hammered against your ribs, not from fear, but from fury. Your fingers ached on the wheel. Every instinct in you screamed to ignore the call.
This is your race. You built this team. You bled for this damn car.
But Natashaâs voice echoed in your mind, not just the words, but the way her tone had shifted. The ice. The command.
You didnât want to listen. But Natasha wasnât asking. She was telling.
You swore under your breath and eased off the throttle. Just enough, and Willow swept past you on the straight. The crowd screamed. The leaderboard updated.
P1: Willow Petrov
P2: You
And behind you, like a wolf in a storm, Wolfe loomed in P3. You gritted your teeth and dropped behind Willow, matching her pace, locking the line tight. If Wolfe tried anything now, heâd hit a wall of steel.
âThank you.â
You didnât respond. You couldnât. Not without your voice cracking.
Final Laps
Willow held the front with everything she had. Her lines werenât as perfect, her exits not as sharp, but they were enough. You buffered every corner, forced Wolfe wide, stole DRS range every time it threatened to open. You werenât racing anymore. You were guarding.
Lap 39.
Lap 40.
The checkered flag waved. Willow crossed the line first. You followed, less than a second behind.
Back in the garage, Willow was pulled from the car by techs and PR and cameras. The first win of her Formula 1 career.
And you? You climbed out in silence. Helmet off. Sweat running down your neck. Eyes unreadable. You stood there beside the car, breathing hard, ignoring the cameras.
Across the garage, Natasha didnât move. She just watched you. Not as a manager. Not even as a lover. But as a woman who had just asked someone she loved to let go of something sacred.
You walked past her. Didnât stop. Didnât look at her. Natasha reached for your hand, just a brush, but you pulled it away gently, and disappeared into the corridor.
Part 2
-
-
-
-
#natasha x reader#natasha romanoff#natasha romanov x reader#dom!natasha x reader#nat x reader#natasha smut#natasha romonova#the avengers#natasha#natasha romanov smut#natasha romanoff x you#natasha romanov#natasha romanoff x reader#natasha romanoff smut
489 notes
¡
View notes
Text
The Red Notebook
Pairing: Oscar Piastri x Felicity Leong-Piastri (Original Character)
Part of the The mysterious Mrs. Piastri Series.
Summary:Â Â Every season, Felicity Piastri keeps a red notebookâmeticulously filled with race notes, corner analysis, and tyre dataânot for the engineers, but for Oscar.
Warnings and Notes: This adds much needed context to a mention of the Red Notebook in the eventual Silverstone one shot. Big thanks to @llirawolf , who listens to me ramble đ
Oscar knew every driver had their rituals.
Some tapped the side of the car before lights out. Some listened to the same playlist before quali. Some wore lucky socks. He wasnât one for superstition. (Unless it was Felicityâs notes tucked into his gloves.)
Oscar was calm, calculated, precise. But if there was one thing in his world that carried the same sacred weight as a prayer before battle, it was this:
The red notebook.
Felicity had been keeping one since he was fifteen.
Oscar had never asked her to do it.
But she did it anyway.
Every season of his career, starting in 2016, from karting to F4 to now, had its own red notebook. Same brand, same size, same weight. Always red. The kind with a soft leather cover and a ribbon bookmark. Heâd once asked why that colour.
Felicity had blinked. âBecause Racing is in your blood.â
Every year, a new one. Lined up in a quiet row on the shelf at home. 2016. 2017. 2018. All the way through now.
The seasonâs notebook started the day before pre-season testing. Sheâd jotted down tyre compound data while he was still learning the steering wheel settings.Â
She never missed a race.
Even before theyâd been married, even before theyâd been anything more than best friends, sheâd been the one watching grainy livestreams of karting races at three in the morning. Sheâd pause, rewind, scribble something, frown, rewind again. Always in pencil first. Always rewatching later with a cup of tea and writing with black ink.Â
Oscar still remembered when it started. One day heâd come back to Haileybury from a junior series race, his helmet still damp with sweat, and found her at the kitchen table with a notebook open beside her laptop. Sheâd been watching his onboard, pausing it at the exit of Turn 9.
"You were lifting earlier here," sheâd said casually, as if they werenât fifteen and chronically exhausted. "Were the rears giving out or was it just the balance shift?"
Heâd stared at her. âHow do you evenââ
Sheâd shrugged. âI rewatched the last three races. Thought maybe it was setup. But I think itâs tire fatigue.â
She hadnât been wrong.
She never was.
Heâd protested, at first. Told her she didnât have to. That she could sleep in. That she didnât need to rewatch every one of his races in painstaking detail. But sheâd just looked at him, calm and matter-of-fact.
âI like watching you work,â she said. âAnd I like knowing how to help.â
Since then, every race season had a notebook.
Sheâd never stopped. Not in F4. Not in Renault Eurocup. Not in F3. Not in F2. Not even now, when the races were streamed to millions, and Oscar had an entire team of strategists and data analysts and performance engineers.
By the time he got to F1, the habit was ingrained.
Every season had a new red notebook.
Neatly labeled with the year on the inside cover. Oscar â 2019. Oscar â 2020. Oscar â 2021.
 All the way up to Oscar â 2024, tucked beside her laptop, the pen clipped to the side like always.
Each race had its own sectionâtrack map hand-drawn in the corner, weather data scribbled in the margins, key overtakes underlined in green, mistakes circled in blue.Â
Notes on setup balance, driver behavior, tire drop-off. Observations from free practice. Quali patterns. Sector deltas compared across weekends.
One red notebook for every season.
Lined pages, neatly labelled.
Her handwriting somehow managing to be both clinical and caring.
Oscar sometimes thought about all those notebooks. How they formed a silent record of his lifeânot the headlines, not the points on a screen, but the real story. The choices. The nuance. The growing.
Oscar had once asked what sheâd do with them all.
Sheâd just smiled and said, âMaybe Iâll give them to you. When youâre old and donât remember why you did all this.â
But he thought she was wrong.
Because all heâd have to do was look at her.
And heâd remember.
Every Monday nightâafter every race, whether he won, DNFed, or trundled home in P9âtheyâd debrief.
Not officially. Not in a team room. Just the two of them.Â
Over the phone. Or curled up on a couch somewhere. Heâd grab a water bottle. Sheâd open the notebook. And theyâd go through itâone sector at a time.
âYou want the good or the bad first?â sheâd ask.
And Oscar would always say, âStart with the bad.â
She never softened it. That wasnât her style. But she never made it cruel. Just observations, always grounded in care.
âYou were oversteering into Turn 4,â she might say. âYou hesitated on the switchback in Lap 36. And you always get a little sloppy after safety car restarts.â
Then sheâd pause. Let him breathe.
âYour tire management in the middle stint was beautiful, though,â sheâd add. âAnd your dive on Lap 21? That was perfect.â
She always ended on that. Something kind. Something true.
It wasnât just racecraft. She tracked patternsâ behavior, tyre drop-off curves, pit wall communications.Â
She never shoved it in his face. Never acted like she knew better. She just⌠saw him. All of him. His driving, his instincts, his cracks, his triumphs. And she held it with reverence. She had, always.
That was Felicity.
Not loud. Not flashy. But constant. Fiercely observant. Quietly all in.
Oscar had always known Felicity was the kind of person who remembered things.
Not in the casual way, eitherâthis wasnât *oh yeah, I think you mentioned that once* kind of memory.
This was weaponized recall. Pattern-tracking. Observation to the point of quiet obsession.
She always said it wasnât for coaching. She didnât have the right license for that.
But they both knewâFelicityâs mind was the license.
Oscar hadnât missed a single debrief with her since he was fiteen.
Even now â full McLaren kit, media commitments, a dozen engineers and strategists surrounding him â he still came home after every race and sat at the kitchen table with her, red notebook open between them, a cup of tea cooling by her elbow.
Sheâd never push. Never judge. Just turned a page and say, âI think you started lifting earlier here. Did it feel different?â
And she was always right.
He didnât know what heâd do without her voice in his ear. Her notes. Her calm, razor-sharp logic that made him better every single season â not by force, but by faith. She believed in him like it was a given. Like his success was a shared equation they were solving together.
That notebook was sacred now. A quiet, red witness to every win, every loss, every hard-earned point.Â
Felicity never missed a race. Never skipped a page. Never stopped showing up, quietly and completely, with the kind of devotion that made him ache.
And Oscar knew how lucky he was to be loved like that. To be studied and understood and quietly backed with a red notebook full of margins and maybes.
By 2023, the red notebook wasnât just Felicityâs anymore.
It was still hers in the way rituals areâquiet, sacred, consistent. But now it had new fingerprints on it. Smaller ones.
Bee had started watching races more intently after the summer break that year. Not just to cheer for âPapaâs carâ or to spot âthe man who always says âbox boxâ in the funny accent.â Noâshe started paying attention. The way Felicity did. The way Oscar did.
It began with questions.
âWhy did the other car pit sooner than Papa?â
âWas he happy with that last lap?â
Oscar hadnât thought much of it at first. Just curiosity. The kind of natural interest youâd expect from a kid who was surrounded by racing. And who could identify tyre compounds before she could spell tangerine.
But then, one day after the Dutch GP, he opened the notebook and found a sticky note wedged between Lap 28 and 29. Beeâs handwriting was still wobbly, more squiggle than letter, but it was there. Carefully written in her purple glitter pen:
âI think Papa was fast in the twisty bits. The Red car was slow. Tell him?â
Heâd laughed. Soft and stunned and warm all over.
Felicity had just smiled. âShe asked if she could help.â
After that, it became a thing.
 Usually marked with a tiny star, or Felicityâs added annotation: âBeeâs call. She might be right.â
And the thing was â sometimes she was.
Bee had an instinct for rhythm. For flow. She couldnât articulate it like her mother could, but she felt when something was off. Her feedback wasnât technical, but it was honest. Raw. Oscar had learned not to dismiss it.
After the Japanese GP, she had scrawled, âCar sounded grumpy today.â Turned out there had been a small issue with engine mapping.
Beeâs contributions were scattered throughout the pages like little bursts of joy â added while Felicity reviewed footage with her on her lap or at the table. Sometimes Oscar came home to find the notebook open beside a half-drunk juice box and a crayon drawing of Turn 4 with a heart around it.
He never took them out.
Felicity never corrected them either. Never scolded Bee for scribbling in what had once been her own sacred system. If anything, she looked quietly proud.
âShe watches with me now,â Felicity had told him once, her voice soft as she passed him the notebook. âShe wanted to write something after Suzuka. Said she thought your car was sliding more than usual in the esses.â
Oscar had blinked. âShe said esses?â
âSpecifically. She said âI think itâs the bit where the car goes whoosh whoosh left right left really fast.â So⌠the esses.â
Oscar had laughed. Then paused.
Bee was three.
Sometimes she asked questions that made even him pause â about racing lines and brake bias and why tyre wear seemed worse on warmer weekends.Â
Sometimes, when Oscar flipped it open after a race, heâd find a different kind of note squeezed into the margins â messier handwriting, uneven spelling, sparkly gel pen in place of Felicityâs precise script.
âYou did really really good at the overtake!!â âI think maybe you were sad in the middle. Was it because the tyres were bad?â âNext time try even more zoom!!â
There was one heâd never forget â a page where Bee had stuck a neon orange post-it and written, painstakingly, in huge capital letters:
âI WAS SO PROUD I DID A LITTLE JUMP.â
Underneath, in smaller, steadier handwriting:
Same. â F
Other times she just wanted to draw pictures of his helmet and write âGO PAPAâ in shaky block letters across the page. But she was watching. Really watching.
And the red notebook had become a shared ritual.
Oscar would come home after races and find them curled together on the couch, the replay paused mid-turn, Felicity with her pen and Bee with her toy car in hand, mimicking every motion.
And when the notebook was passed to him, it felt heavier. Fuller. Like legacy.
Because in those pagesâlined with analytics and corrections and glittery three-year-old commentaryâwas something unshakeable.
A family.
A home.
And the quiet, unspoken truth:
They saw him.
Every lap. Every decision. Every tenth gained or lost.
They watched. They learned. They remembered.
And in between the margins and the tyre notes and the childish stickers that said "GO PAPAYA GO!!", Oscar Piastri could read something else:
He was never doing this alone.
And after all these years, Oscar still found himself sitting on the couch, a cup of tea in his hand, watching the girl he loved scribble something in the margin of the notebook â the red one, the current one â and thinking:
She knows me better than telemetry ever could.
He didnât need a strategist when he had Felicity. He didnât need a publicist, a hype reel, or a season highlight package.
He had a girl with a red notebook and a brain like fire â and a heart that chose to use it for love.
And when he wonâreally wonâit would be written there, too.
In pencil first.
In ink, later.
With love, always.
Written down. Every season. Every race. Every lap.
#formula 1#f1 fanfiction#formula 1 fanfiction#f1 smau#f1 x reader#formula 1 x reader#f1 grid x reader#f1 grid fanfiction#oscar piastri fanfic#oscar piastri#Oscar Piastri fic#oscar piastri imagine#oscar piastri x reader#op81 fic#op81 imagine
715 notes
¡
View notes
Text
This article covers the data engineering best practices which help to make clean and re-usable data like logging, streaming data, and more.
0 notes
Text
The Pillars of SEO Content Creation: A Deep Dive into Winning Strategies
Table of Contents Introduction to SEO Content Creation The Four Pillars of SEO Content Relevance Quality Authority User Experience (UX) Featured Snippets and Structured Data Knowledge Panel and People Also Ask (PAA) Case Study: How SEO Content Transformed a Business Creating SEO Content that Resonates with B2B and B2C Audiences The Impact of SEO Content on Click-Through Rate (CTR) andâŚ
#authority content#B2B SEO#B2C SEO#backlinks#content engagement#content marketing#content pillars#content-marketing#conversion rate optimization#digital marketing#digital-marketing#Featured Snippets#Google rankings#Google search algorithm#high-quality content#keyword optimization#keyword-research#Marketing#meta descriptions#online visibility#organic traffic#Search Engine Optimization#seo#SEO best practices#SEO content creation#SEO experiments#SEO strategy#SEO success stories#structured data#user experience
0 notes
Text
At M.Kumarasamy College of Engineering (MKCE), we emphasize the significance of engineering ethics in shaping responsible engineers. Engineering ethics guide decision-making, foster professionalism, and ensure societal welfare. Our curriculum integrates these principles, teaching students to consider the long-term impacts of their work. Students are trained in truthfulness, transparency, and ethical communication, while also prioritizing public safety and environmental sustainability. We focus on risk management and encourage innovation in sustainable technologies. Our programs also address contemporary challenges like artificial intelligence and cybersecurity, preparing students to tackle these with ethical responsibility. MKCE nurtures future engineers who lead with integrity and contribute to societyâs well-being.
To know more : https://mkce.ac.in/blog/engineering-ethics-and-navigating-the-challenges-of-modern-technologies/
#mkce college#top 10 colleges in tn#engineering college in karur#best engineering college in karur#private college#libary#mkce#best engineering college#mkce.ac.in#engineering college#⢠Engineering Ethics#Engineering Decision Making#AI and Ethics#Cybersecurity Ethics#Public Safety in Engineering#⢠Environmental Sustainability in Engineering#Professional Responsibility#Risk Management in Engineering#Artificial Intelligence Challenges#Engineering Leadership#⢠Data Privacy and Security#Ethical Engineering Practices#Sustainable Engineering Solutions#⢠Technological Innovation and Ethics#Technological Innovation and Ethics#MKCE Engineering Curriculum#⢠Social Responsibility in Engineering#⢠Engineering Ethics in AI#Workplace Ethics in Engineering#Collaboration in Engineering Projects
0 notes
Text
First place. Personal best. World Champion. | C. Leclerc
Summary: Charles' girlfriend Y/n is about to win her first world championship title in speed skating. While Charles is preparing for his first race of the season at the other side of the world, the supportive boyfriend he is, he will be watching Y/n's race. And who knows what happens...
It was raining in The Netherlands, the weather was grey and depressing. Inside the speed skating arena, however, the air crackled with a different kind of energy.
The crowd buzzed with anticipation, their cheers echoing off the cavernous walls, creating a symphony of excitement and nerves. Y/n took a deep breath as she glided onto the ice, the smooth surface reflecting the bright arena lights. This wasnât just another race; this was the race. The culmination of years of blood, sweat, and tears. Her last chance to claim the coveted all-around title of this year, the year before the Olympics - a prize she never got before by just a few points.Â
She skated around the oval stadium, each warm-up lap a battle to quell the butterflies in her stomach. Her breath came in controlled bursts, visible in the cool air, as she moved with practiced grace. Her mind cycled through every strategy, every training session, every ounce of advice her coaches had given her. Stopping near the start line, she shrugged off her jacket, exposing the sleek Norwegian team suit beneath. The red and blue colours clung to her like a second skin, a symbol of the weight she carried; not just her own dreams but the hopes of her country.
Her teammates, already finished with their events, were doing an out lap. A couple of Norwegian flags waved fervently in the sea of spectators, a visual reminder of the expectations she had to meet. Her fingers trembled slightly as she adjusted her suit, and she bit the inside of her cheek to keep her focus.
Meanwhile, thousands of kilometres away in Bahrain, the roar of engines filled the Ferrari garage. Mechanics darted around, checking tire pressures, tweaking wing angles, and adjusting suspension settings. The first Formula 1 race of the season was hours away, but for Charles Leclerc, time felt like it was standing still. Amid the organised chaos, his attention was locked on a tablet screen perched precariously on a counter. The live stream of Y/nâs race played on the monitor, an unusual sight among the telemetry data and glossy feeds of the Bahrain International Circuit.
Charles tapped his foot impatiently, his eyes flicking between the screen and the bustling garage. âCome on,â he muttered under his breath, as though the force of his will could carry her across the finish line.
âCharles,â Andrea called, nudging his shoulder with a knowing smirk. âYouâre going to wear a hole in the floor at this rate. Should we tell the team to set up a fan zone for you?â
Charles let out a soft chuckle, though his eyes didnât leave the screen. âSheâs got a real shot at this,â he said, his voice tinged with both pride and anxiety. âIâm not missing this for anything. Not even qualifying.â
Andrea shook his head, his grin widening. âJust donât let Fred catch you slacking. Heâll have you polishing the car with a toothbrush.â
Charles waved him off dismissively, his focus unshakable. On the screen, Y/n moved toward the start line, her every movement purposeful and elegant. Seeing her in that moment, framed by a couple of Norwegian flags waving in the background - but mostly the orange colour by the Dutch, who once again dominated a sport, sent a rush of adrenaline through him. She was breathtaking, not just in her beauty but in the sheer determination radiating from her.
The announcerâs voice boomed through the arena, signalling the imminent start of the race. Y/n crouched low at the line, her muscles coiled like a spring ready to release. Charles leaned forward, his hand gripping the counter so tightly his knuckles turned white. The gunshot rang out, and she launched forward, her blades cutting into the ice with surgical precision.
Lap after lap, Y/n found her rhythm, her movements a harmonious blend of power and grace. The crowdâs cheers grew louder with each stride, the energy in the arena reaching a fever pitch. One thing that was so different between speed skating and F1 was that during speed skating, everybody cheered for anyone - no matter the country. Y/n received almost as much cheers as the Dutch at this point. Charlesâs heart raced in tandem with her, his pulse quickening as the live splits appeared on the screen. The numbers were good - very good - but the competition was fierce.
âCome on, Y/n,â Charles whispered, his voice barely audible above the ambient noise of the garage. His fingers tapped an anxious rhythm on the counter as he watched her push herself to the limit.
By the halfway mark, the strain began to show. Her form wavered ever so slightly, the tiniest falter in her otherwise flawless stride. The 5.000 meters wasnât just a test of speed; it was a brutal battle of endurance, a gruelling test of both mental and physical fortitude. Charlesâs jaw clenched as he saw her dig deep, her determination etched into every muscle of her body.
âSheâs improving her laps,â Charles muttered, running his hands through his hair. His voice grew louder, filled with a mixture of disbelief and awe. âSheâs above her schedule. 32,3 per lap. What the hell?â
Andrea glanced at the screen, his eyebrows raising in mild surprise. âSheâs flying. She has the green times.â
âShe is literally pushing out every bit of strength she has left.â
The crowd in the arena roared louder with every passing lap, their energy palpable even through the screen. Charlesâs fingers drummed faster, mirroring the rising tension. As Y/n crossed the finish line, the scoreboard lit up with her time: the fastest so far. Charles leapt to his feet, a triumphant shout escaping his lips.
âYes! Thatâs my girl!â he exclaimed, his voice ringing through the garage.
The Ferrari crew paused their work, momentarily caught up in the infectious excitement. Laughter and scattered applause broke out, a rare lighthearted moment in the high-stakes world of Formula 1.
Andrea clapped him on the back, a teasing grin on his face. âSheâs not done yet, mate. Two more pairs to go.â
âI know,â Charles said, his grin unwavering. His eyes glistened with unshed tears. âBut sheâs incredible. No matter what happens, Iâm proud of her.â He shook his head in disbelief. â6.50,81. Wow.â
Just over seven minutes later, the final pair took to the ice, their presence a reminder that the battle wasnât over. The Dutch were strong and a favourite. Charlesâs chest tightened as he watched them glide effortlessly through their opening laps. They were fast, too fast. The live splits showed them ahead of Y/nâs time, and for a moment, doubt crept in.
âCome on,â he murmured, his voice barely above a whisper. âHold on.â
The skaters rounded the halfway mark, their initial burst of speed beginning to wane. Fatigue crept into their movements, their strides losing the precision that had carried them so far. Charles leaned forward, his breath hitching as he willed the seconds to slow.
The arena fell into a tense hush as the final skaters approached the finish line. The crowdâs collective gasp was audible as the scoreboard flashed their time: third place. Y/n had done it. She was the all-around champion.
Charles let out a triumphant yell, throwing his arms into the air. âShe did it! She won!â
The garage erupted into cheers, the crew swept up in his infectious joy. Charlesâs face was alight with pride and happiness, his grin so wide it hurt.
âThatâs my girl,â he said, his voice thick with emotion.
His colleagues congratulated and hugged him like he won the race.Â
Andrea smirked, shaking his head. âYouâre going to be impossible to deal with for the rest of the day, arenât you?â
âAbsolutely,â Charles replied, laughing. His heart felt full to bursting as he imagined the look on Y/nâs face, the moment she realised what she had accomplished.
Back in the Netherlands, Y/n sat in the middle of the oval track, still in disbelief. Tears blurred her vision, but they couldnât hide the overwhelming sight of the scoreboard. Her name flashed boldly at the top, accompanied by the words she had dreamed of seeing her entire career: World Champion.
Her coaches rushed to her side, their voices a mix of congratulations and excitement, but their words were lost beneath the deafening roar of the crowd. The arena was alive with celebration.
Y/n pressed her hands to her face, laughing and crying at the same time. She reached out instinctively, pulling her head coach into an embrace, her laughter bubbling uncontrollably.
âI did it,â she whispered, her voice cracking with emotion. âI actually did it.â
Her assistant coach joined in; the three people were jumping around, turning it into an euphoric moment.Â
âYouâve done it, Y/n!â her head coach shouted over the roar of the crowd. âThe all-around title is yours!â
Still clutching onto her coaches, Y/nâs gaze drifted upward to the scoreboard once more, as if she needed to see it again to believe it. First place. Personal best. World Champion. A new World Champion.
Her heart pounded in her chest as she began to fully grasp the magnitude of her achievement.
As she stood there, absorbing the cheers of the crowd and the joy of her team, one of her assistant coaches jogged up to her with a phone in hand.
âY/n! Charles is calling!â
The sound of his name made her heart leap. She whipped her head around, taking the phone with trembling hands. When the screen lit up, Charlesâs face appeared, his grin so wide it practically stretched off the screen.
âY/n!â Charles cheered, his voice carrying a joy that matched her own.
âCharles!â Y/n screamed, laughing as her emotions spilled over. She couldnât stop the tears that rolled down her cheeks, her voice cracking with excitement. âI did it!â
âI saw!â he exclaimed, his voice loud enough to make the team around him chuckle. âYou were incredible! I canât believe it - no, wait, I can believe it because youâre amazing!â
Y/nâs cheeks burned as she laughed, her joy mirrored in his expression. Around her, the arena seemed to fade away, the roaring crowd becoming a distant hum. In that moment, it was just her and Charles, their connection bridging the thousands of kilometres between them.
âYou were watching?â she asked, her voice soft but tinged with disbelief.
âOf course I was!â Charles replied, his tone almost offended at the notion he wouldnât be. âI had the entire Ferrari garage watching. Theyâre all clapping for you, by the way.â
Y/nâs hand flew to her mouth, and she let out a breathless laugh. âYouâre joking.â
âNot at all,â Charles said, leaning closer to the screen. âY/n, everyone here is in awe of you. Iâm so proud I could burst. You deserve every second of this moment.â
Tears welled up in her eyes again, but this time, they werenât just tears of victory. They were tears of gratitude, of love. She didnât know what she had done to deserve someone who believed in her this deeply, but she was endlessly thankful.
âI wish you were here,â she admitted, her voice breaking slightly.
âI do too,â he said, his tone softening, a hint of longing slipping through. âBut Iâll see you soon. Weâll celebrate properly, I promise.â
âYou would better keep that promise, Leclerc,â she teased, a smile breaking through her tears. âAnd you better win today!â
âI wouldnât dare break it,â he replied with a laugh, his eyes warm. âI will do my best.â
She dried her eyes and laughed. âI have to go to the ceremony, Charles. I love you.â
âI love you, too. I will be watching.â
Y/n nodded, but she didnât end the call right away. She held the phone a moment longer, committing the sight of his proud smile to memory.
Taglist: @itsjustkhaos @crashingwavesofeuphoria @maryvibess @ironmaiden1313 @blodwyn4u @sltwins @heart-trees @npcmia @llando4norris
#charles leclerc#f1#f1 imagine#formula 1#formula 1 x reader#f1 x reader#formula 1 imagine#formula 1 x you#formula one#f1 fanfic#Charles Leclerc x you#charles Leclerc fluff#Charles leclerc x reader#formula x reader#formula one x reader#formula one imagine#f1 fluff#f1 x you#f1 fic#ferrari#fanfic#motorsports#fluff#formula 1 fanfiction#scuderia ferrari#f1 fanfiction
412 notes
¡
View notes