#Latest Coding Standards

[tigmatemplate]

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[inksandpensblog]

AvA but every character who has ever died to further another’s story is female. This includes the color quartet. It doesn’t include Dark because his death has done jack-shit to further anything.

[cranberrymoons]

.

[bigleapblog]

Your Guide to B.Tech in Computer Science & Engineering Colleges

In today's technology-driven world, pursuing a B.Tech in Computer Science and Engineering (CSE) has become a popular choice among students aspiring for a bright future. The demand for skilled professionals in areas like Artificial Intelligence, Machine Learning, Data Science, and Cloud Computing has made computer science engineering colleges crucial in shaping tomorrow's innovators. Saraswati College of Engineering (SCOE), a leader in engineering education, provides students with a perfect platform to build a successful career in this evolving field.

Whether you're passionate about coding, software development, or the latest advancements in AI, pursuing a B.Tech in Computer Science and Engineering at SCOE can open doors to endless opportunities.

Why Choose B.Tech in Computer Science and Engineering?

Choosing a B.Tech in Computer Science and Engineering isn't just about learning to code; it's about mastering problem-solving, logical thinking, and the ability to work with cutting-edge technologies. The course offers a robust foundation that combines theoretical knowledge with practical skills, enabling students to excel in the tech industry.

At SCOE, the computer science engineering courses are designed to meet industry standards and keep up with the rapidly evolving tech landscape. With its AICTE Approved, NAAC Accredited With Grade-"A+" credentials, the college provides quality education in a nurturing environment. SCOE's curriculum goes beyond textbooks, focusing on hands-on learning through projects, labs, workshops, and internships. This approach ensures that students graduate not only with a degree but with the skills needed to thrive in their careers.

The Role of Computer Science Engineering Colleges in Career Development

The role of computer science engineering colleges like SCOE is not limited to classroom teaching. These institutions play a crucial role in shaping students' futures by providing the necessary infrastructure, faculty expertise, and placement opportunities. SCOE, established in 2004, is recognized as one of the top engineering colleges in Navi Mumbai. It boasts a strong placement record, with companies like Goldman Sachs, Cisco, and Microsoft offering lucrative job opportunities to its graduates.

The computer science engineering courses at SCOE are structured to provide a blend of technical and soft skills. From the basics of computer programming to advanced topics like Artificial Intelligence and Data Science, students at SCOE are trained to be industry-ready. The faculty at SCOE comprises experienced professionals who not only impart theoretical knowledge but also mentor students for real-world challenges.

Highlights of the B.Tech in Computer Science and Engineering Program at SCOE

Comprehensive Curriculum: The B.Tech in Computer Science and Engineering program at SCOE covers all major areas, including programming languages, algorithms, data structures, computer networks, operating systems, AI, and Machine Learning. This ensures that students receive a well-rounded education, preparing them for various roles in the tech industry.

Industry-Relevant Learning: SCOE’s focus is on creating professionals who can immediately contribute to the tech industry. The college regularly collaborates with industry leaders to update its curriculum, ensuring students learn the latest technologies and trends in computer science engineering.

State-of-the-Art Infrastructure: SCOE is equipped with modern laboratories, computer centers, and research facilities, providing students with the tools they need to gain practical experience. The institution’s infrastructure fosters innovation, helping students work on cutting-edge projects and ideas during their B.Tech in Computer Science and Engineering.

Practical Exposure: One of the key benefits of studying at SCOE is the emphasis on practical learning. Students participate in hands-on projects, internships, and industry visits, giving them real-world exposure to how technology is applied in various sectors.

Placement Support: SCOE has a dedicated placement cell that works tirelessly to ensure students secure internships and job offers from top companies. The B.Tech in Computer Science and Engineering program boasts a strong placement record, with top tech companies visiting the campus every year. The highest on-campus placement offer for the academic year 2022-23 was an impressive 22 LPA from Goldman Sachs, reflecting the college’s commitment to student success.

Personal Growth: Beyond academics, SCOE encourages students to participate in extracurricular activities, coding competitions, and tech fests. These activities enhance their learning experience, promote teamwork, and help students build a well-rounded personality that is essential in today’s competitive job market.

What Makes SCOE Stand Out?

With so many computer science engineering colleges to choose from, why should you consider SCOE for your B.Tech in Computer Science and Engineering? Here are a few factors that make SCOE a top choice for students:

Experienced Faculty: SCOE prides itself on having a team of highly qualified and experienced faculty members. The faculty’s approach to teaching is both theoretical and practical, ensuring students are equipped to tackle real-world challenges.

Strong Industry Connections: The college maintains strong relationships with leading tech companies, ensuring that students have access to internship opportunities and campus recruitment drives. This gives SCOE graduates a competitive edge in the job market.

Holistic Development: SCOE believes in the holistic development of students. In addition to academic learning, the college offers opportunities for personal growth through various student clubs, sports activities, and cultural events.

Supportive Learning Environment: SCOE provides a nurturing environment where students can focus on their academic and personal growth. The campus is equipped with modern facilities, including spacious classrooms, labs, a library, and a recreation center.

Career Opportunities After B.Tech in Computer Science and Engineering from SCOE

Graduates with a B.Tech in Computer Science and Engineering from SCOE are well-prepared to take on various roles in the tech industry. Some of the most common career paths for CSE graduates include:

Software Engineer: Developing software applications, web development, and mobile app development are some of the key responsibilities of software engineers. This role requires strong programming skills and a deep understanding of software design.

Data Scientist: With the rise of big data, data scientists are in high demand. CSE graduates with knowledge of data science can work on data analysis, machine learning models, and predictive analytics.

AI Engineer: Artificial Intelligence is revolutionizing various industries, and AI engineers are at the forefront of this change. SCOE’s curriculum includes AI and Machine Learning, preparing students for roles in this cutting-edge field.

System Administrator: Maintaining and managing computer systems and networks is a crucial role in any organization. CSE graduates can work as system administrators, ensuring the smooth functioning of IT infrastructure.

Cybersecurity Specialist: With the growing threat of cyberattacks, cybersecurity specialists are essential in protecting an organization’s digital assets. CSE graduates can pursue careers in cybersecurity, safeguarding sensitive information from hackers.

Conclusion: Why B.Tech in Computer Science and Engineering at SCOE is the Right Choice

Choosing the right college is crucial for a successful career in B.Tech in Computer Science and Engineering. Saraswati College of Engineering (SCOE) stands out as one of the best computer science engineering colleges in Navi Mumbai. With its industry-aligned curriculum, state-of-the-art infrastructure, and excellent placement record, SCOE offers students the perfect environment to build a successful career in computer science.

Whether you're interested in AI, data science, software development, or any other field in computer science, SCOE provides the knowledge, skills, and opportunities you need to succeed. With a strong focus on hands-on learning and personal growth, SCOE ensures that students graduate not only as engineers but as professionals ready to take on the challenges of the tech world.

If you're ready to embark on an exciting journey in the world of technology, consider pursuing your B.Tech in Computer Science and Engineering at SCOE—a college where your future takes shape.

[ssahotchnerr]

fluffy aaron request !! reader is on a date that is going so bad when she gets called in for a case so she shows up in her like fancy date outfit and confides in hotch about her horrible date then he offers to make it up to her and takes her out when they get back <3 maybe there’s some room for slight jealous!aaron in there somewhere tehe

it's a date

there's always room for jealous!aaron 🤭 cw; fem bau!reader, mutual pining, a touch of nervous and jealous!aaron, brief standard cm case info, fluff <3

You were the last one to arrive at the BAU, departing from the far side of town and evening traffic to blame.

Consequently, you pulled stares the second you arrived within the roundtable room. Your presence was anticipated, for one, the sound of your heels clacking against the hard floor, and:

A low whistle exited Morgan.

"Look at you." He tossed out, a tickled grin spread wide across his face.

Your current attire was a dress; a fancier, slightly more risqué choice compared to your typical office wardrobe. It was a light beige, your hair was down your back in loose curls, makeup more enhanced than your usual routine. Aaron had to (internally) admit, you looked stunning.

"Hot date?"

"You could say that."

Aaron felt his jaw move. Clench, actually.

"Sorry for cutting your night short." He apologized, forcing his sentence out deep from inside his chest. He turned towards the screen, concealing himself.

"On the contrary," You eased yourself into your chair, eagerly accepting a file from Emily. "Thank you for cutting my night short."

"With this one, you may want to rethink that sunshine." Penelope clicked her remote, illuminating the screen with the latest case photos. "Ain't no rest for the wicked."

The team collectively ran through it quickly; a brutal family annihilator, decreasing cooling off period, the gravity of the situation heightening and a panicked town. Wheels up in 30 to Oklahoma.

As the others trailed out, Penelope hurrying to her bat cave, Aaron slowed his pace. He prolonged securing his files into his briefcase, zipping it shut, leaving only the two of you in the room.

Coincidentally, you weren't in too much of a rush either.

"That bad?"

You huffed in response as your eyes found his. He was met with a hardened, utter annoyance, instead of your familiar warm liveliness.

"Do you want to talk about it?"

"There's not much to talk about." The bottom of your files hit the surface of the table, loudly, stacking the few evenly together. "The guy sucked. Interrupted me every second he could. I don't think the restaurant he picked was up to code either. Thank goodness I got the call before our food arrived." You shuddered lightly, in theatrics but also genuineness. "I'm greatly looking forward to pretending it never happened."

There was a carefree airiness within your voice - attempting to wave it off, the simple acceptance of one night gone bad - but small dismay was amongst your words.

"I'm sorry." While Aaron meant his apology wholeheartedly, he couldn't help but feel relieved, for his own selfish reasons. "But I am glad you narrowly escaped the potential food poisoning."

That pulled a laugh from you, agreeing. "But it's fine, really. I didn't want to go anyways, don't know why I did." You shrugged as you disrupted the continual, shared eye contact. While the tail end of your sentence was spoken lowly, it wasn't long lasting, picking up some enthusiasm. "How was your night going?"

"Jack and I were just settling down to watch a movie."

"Which one?"

"Shrek."

Your head tilted exasperatedly, face pulling into jealousy. "Really? How fun." You whined gently, wishing your night could have been spent with the two of them. Your preferred choice of company.

"Well, he wasn't too happy it was cut short." Aaron admitted, a loose, downhearted chuckle escaping.

"You'll make it up to him. Perhaps a multiple movie feature when we're back? Shrek, Shrek 2, Shrek the Third... maybe order some pizza too." You suggested, reaching out to touch his arm reassuringly with a gentle smile. "No matter, he'll be thrilled."

Sourcing from your touch, lightning bolts dashed within his arm, feverishly. Aaron soon found himself simply studying your face, falling on the silent side. You were just, you. Extraordinarily kind, beautiful you.

"C'mon, Dave told me if I was late to the tarmac once more, he'd tell the pilot to leave and I'd have to take a commercial." You joked. Although, a small part of you feared he'd stick to his promise.

"Yeah, like I'd let that happen." He rolled his eyes, amusedly shaking his head.

The bullpen was quiet; most had gone home, the overheard lights had dimmed, the team long out of earshot. As the two of you neared the glass doors - Aaron leading - there was an urgency heightening in his chest, mere seconds away from bursting. As if each step forward, he was losing precious time. Any hesitations on the temptations he had felt for months dissolved. Now or never.

"What about you?" He asked, sweetly but timidly, finding a sudden interest in the floor.

"What about me?"

"Who's going to make it up to you?"

"Well," That caught you in a bit of surprise, your feet halting. Aaron turned, his eyes lifting. "That's a million dollar question right there. I don't see anyone lining up to take me on some extravagant outing, do you?" You forced out a laugh, your cheeks fairly blushing.

"Maybe," Aaron replied, his voice wavering with a touch of nervousness. It was rather endearing, seeing him so adorably flustered. "Perhaps the person you're looking for is right in front of you. Figuratively, at that."

A rather charmed expression formed on your face. Eyes brightening, lips pursing upwards, "Are you asking me out?"

"I'm trying." He confessed, his boyish expression just as light as yours. "So, tell me. How am I doing?"

"How about this," You spoke slowly, attempting to suppress the butterflies in your own stomach, hoping to maintain some composure within your answer. "Your next available night after your movie marathon with Jack, I'm completely and all yours."

All yours. He could get used to that.

"It's a date."

[mostlysignssomeportents]

There Were Always Enshittifiers

I'm on a 20+ city book tour for my new novel PICKS AND SHOVELS. Catch me in DC TONIGHT (Mar 4), and in RICHMOND TOMORROW (Mar 5). More tour dates here. Mail-order signed copies from LA's Diesel Books.

My latest Locus column is "There Were Always Enshittifiers." It's a history of personal computing and networked communications that traces the earliest days of the battle for computers as tools of liberation and computers as tools for surveillance, control and extraction:

https://locusmag.com/2025/03/commentary-cory-doctorow-there-were-always-enshittifiers/

The occasion for this piece is the publication of my latest Martin Hench novel, a standalone book set in the early 1980s called "Picks and Shovels":

https://us.macmillan.com/books/9781250865908/picksandshovels

The MacGuffin of Picks and Shovels is a "weird PC" company called Fidelity Computing, owned by a Mormon bishop, a Catholic priest, and an orthodox rabbi. It sounds like the setup for a joke, but the punchline is deadly serious: Fidelity Computing is a pyramid selling cult that preys on the trust and fellowship of faith groups to sell the dreadful Fidelity 3000 PC and its ghastly peripherals.

You see, Fidelity's products are booby-trapped. It's not merely that they ship with programs whose data-files can't be read by apps on any other system – that's just table stakes. Fidelity's got a whole bag of tricks up its sleeve – for example, it deliberately damages a specific sector on every floppy disk it ships. The drivers for its floppy drive initialize any read or write operation by checking to see if that sector can be read. If it can, the computer refuses to recognize the disk. This lets the Reverend Sirs (as Fidelity's owners style themselves) run a racket where they sell these deliberately damaged floppies at a 500% markup, because regular floppies won't work on the systems they lure their parishioners into buying.

Or take the Fidelity printer: it's just a rebadged Oki­data ML-80, the workhorse tractor feed printer that led the market for years. But before Fidelity ships this printer to its customers, they fit it with new tractor feed sprockets whose pins are slightly more widely spaced than the standard 0.5" holes on the paper you can buy in any stationery store. That way, Fidelity can force its customers to buy the custom paper that they exclusively peddle – again, at a massive markup.

Needless to say, printing with these wider sprocket holes causes frequent jams and puts a serious strain on the printer's motors, causing them to burn out at a high rate. That's great news – for Fidelity Computing. It means they get to sell you more overpriced paper so you can reprint the jobs ruined by jams, and they can also sell you their high-priced, exclusive repair services when your printer's motors quit.

Perhaps you're thinking, "OK, but I can just buy a normal Okidata printer and use regular, cheap paper, right?" Sorry, the Reverend Sirs are way ahead of you: they've reversed the pinouts on their printers' serial ports, and a normal printer won't be able to talk to your Fidelity 3000.

If all of this sounds familiar, it's because these are the paleolithic ancestors of today's high-tech lock-in scams, from HP's $10,000/gallon ink to Apple and Google's mobile app stores, which cream a 30% commission off of every dollar collected by an app maker. What's more, these ancient, weird misfeatures have their origins in the true history of computing, which was obsessed with making the elusive, copy-proof floppy disk.

This Quixotic enterprise got started in earnest with Bill Gates' notorious 1976 "open letter to hobbyists" in which the young Gates furiously scolds the community of early computer hackers for its scientific ethic of publishing, sharing and improving the code that they all wrote:

https://en.wikipedia.org/wiki/An_Open_Letter_to_Hobbyists

Gates had recently cloned the BASIC programming language for the popular Altair computer. For Gates, his act of copying was part of the legitimate progress of technology, while the copying of his colleagues, who duplicated Gates' Altair BASIC, was a shameless act of piracy, destined to destroy the nascent computing industry:

As the majority of hobbyists must be aware, most of you steal your software. Hardware must be paid for, but software is something to share. Who cares if the people who worked on it get paid?

Needless to say, Gates didn't offer a royalty to John Kemeny and Thomas Kurtz, the programmers who'd invented BASIC at Dartmouth College in 1963. For Gates – and his intellectual progeny – the formula was simple: "When I copy you, that's progress. When you copy me, that's piracy." Every pirate wants to be an admiral.

For would-be ex-pirate admirals, Gates's ideology was seductive. There was just one fly in the ointment: computers operate by copying. The only way a computer can run a program is to copy it into memory – just as the only way your phone can stream a video is to download it to its RAM ("streaming" is a consensus hallucination – every stream is a download, and it has to be, because the internet is a data-transmission network, not a cunning system of tubes and mirrors that can make a picture appear on your screen without transmitting the file that contains that image).

Gripped by this enshittificatory impulse, the computer industry threw itself headfirst into the project of creating copy-proof data, a project about as practical as making water that's not wet. That weird gimmick where Fidelity floppy disks were deliberately damaged at the factory so the OS could distinguish between its expensive disks and the generic ones you bought at the office supply place? It's a lightly fictionalized version of the copy-protection system deployed by Visicalc, a move that was later publicly repudiated by Visicalc co-founder Dan Bricklin, who lamented that it confounded his efforts to preserve his software on modern systems and recover the millions of data-files that Visicalc users created:

http://www.bricklin.com/robfuture.htm

The copy-protection industry ran on equal parts secrecy and overblown sales claims about its products' efficacy. As a result, much of the story of this doomed effort is lost to history. But back in 2017, a redditor called Vadermeer unearthed a key trove of documents from this era, in a Goodwill Outlet store in Seattle:

https://www.reddit.com/r/VintageApple/comments/5vjsow/found_internal_apple_memos_about_copy_protection/

Vaderrmeer find was a Apple Computer binder from 1979, documenting the company's doomed "Software Security from Apple's Friends and Enemies" (SSAFE) project, an effort to make a copy-proof floppy:

https://archive.org/details/AppleSSAFEProject

The SSAFE files are an incredible read. They consist of Apple's best engineers beavering away for days, cooking up a new copy-proof floppy, which they would then hand over to Apple co-founder and legendary hardware wizard Steve Wozniak. Wozniak would then promptly destroy the copy-protection system, usually in a matter of minutes or hours. Wozniak, of course, got the seed capital for Apple by defeating AT&T's security measures, building a "blue box" that let its user make toll-free calls and peddling it around the dorms at Berkeley:

https://512pixels.net/2018/03/woz-blue-box/

Woz has stated that without blue boxes, there would never have been an Apple. Today, Apple leads the charge to restrict how you use your devices, confining you to using its official app store so it can skim a 30% vig off every dollar you spend, and corralling you into using its expensive repair depots, who love to declare your device dead and force you to buy a new one. Every pirate wants to be an admiral!

https://www.vice.com/en/article/tim-cook-to-investors-people-bought-fewer-new-iphones-because-they-repaired-their-old-ones/

Revisiting the early PC years for Picks and Shovels isn't just an excuse to bust out some PC nostalgiacore set-dressing. Picks and Shovels isn't just a face-paced crime thriller: it's a reflection on the enshittificatory impulses that were present at the birth of the modern tech industry.

But there is a nostalgic streak in Picks and Shovels, of course, represented by the other weird PC company in the tale. Computing Freedom is a scrappy PC startup founded by three women who came up as sales managers for Fidelity, before their pangs of conscience caused them to repent of their sins in luring their co-religionists into the Reverend Sirs' trap.

These women – an orthodox lesbian whose family disowned her, a nun who left her order after discovering the liberation theology movement, and a Mormon woman who has quit the church over its opposition to the Equal Rights Amendment – have set about the wozniackian project of reverse-engineering every piece of Fidelity hardware and software, to make compatible products that set Fidelity's caged victims free.

They're making floppies that work with Fidelity drives, and drives that work with Fidelity's floppies. Printers that work with Fidelity computers, and adapters so Fidelity printers will work with other PCs (as well as resprocketing kits to retrofit those printers for standard paper). They're making file converters that allow Fidelity owners to read their data in Visicalc or Lotus 1-2-3, and vice-versa.

In other words, they're engaged in "adversarial interoperability" – hacking their own fire-exits into the burning building that Fidelity has locked its customers inside of:

https://www.eff.org/deeplinks/2019/10/adversarial-interoperability

This was normal, back then! There were so many cool, interoperable products and services around then, from the Bell and Howell "Black Apple" clones:

https://forum.vcfed.org/index.php?threads%2Fbell-howell-apple-ii.64651%2F

to the amazing copy-protection cracking disks that traveled from hand to hand, so the people who shelled out for expensive software delivered on fragile floppies could make backups against the inevitable day that the disks stopped working:

https://en.wikipedia.org/wiki/Bit_nibbler

Those were wild times, when engineers pitted their wits against one another in the spirit of Steve Wozniack and SSAFE. That era came to a close – but not because someone finally figured out how to make data that you couldn't copy. Rather, it ended because an unholy coalition of entertainment and tech industry lobbyists convinced Congress to pass the Digital Millennium Copyright Act in 1998, which made it a felony to "bypass an access control":

https://www.eff.org/deeplinks/2016/07/section-1201-dmca-cannot-pass-constitutional-scrutiny

That's right: at the first hint of competition, the self-described libertarians who insisted that computers would make governments obsolete went running to the government, demanding a state-backed monopoly that would put their rivals in prison for daring to interfere with their business model. Plus ça change: today, their intellectual descendants are demanding that the US government bail out their "anti-state," "independent" cryptocurrency:

https://www.citationneeded.news/issue-78/

In truth, the politics of tech has always contained a faction of "anti-government" millionaires and billionaires who – more than anything – wanted to wield the power of the state, not abolish it. This was true in the mainframe days, when companies like IBM made billions on cushy defense contracts, and it's true today, when the self-described "Technoking" of Tesla has inserted himself into government in order to steer tens of billions' worth of no-bid contracts to his Beltway Bandit companies:

https://www.reuters.com/world/us/lawmakers-question-musk-influence-over-verizon-faa-contract-2025-02-28/

The American state has always had a cozy relationship with its tech sector, seeing it as a way to project American soft power into every corner of the globe. But Big Tech isn't the only – or the most important – US tech export. Far more important is the invisible web of IP laws that ban reverse-engineering, modding, independent repair, and other activities that defend American tech exports from competitors in its trading partners.

Countries that trade with the US were arm-twisted into enacting laws like the DMCA as a condition of free trade with the USA. These laws were wildly unpopular, and had to be crammed through other countries' legislatures:

https://pluralistic.net/2024/11/15/radical-extremists/#sex-pest

That's why Europeans who are appalled by Musk's Nazi salute have to confine their protests to being loudly angry at him, selling off their Teslas, and shining lights on Tesla factories:

https://www.malaymail.com/news/money/2025/01/24/heil-tesla-activists-protest-with-light-projection-on-germany-plant-after-musks-nazi-salute-video/164398

Musk is so attention-hungry that all this is as apt to please him as anger him. You know what would really hurt Musk? Jailbreaking every Tesla in Europe so that all its subscription features – which represent the highest-margin line-item on Tesla's balance-sheet – could be unlocked by any local mechanic for €25. That would really kick Musk in the dongle.

The only problem is that in 2001, the US Trade Rep got the EU to pass the EU Copyright Directive, whose Article 6 bans that kind of reverse-engineering. The European Parliament passed that law because doing so guaranteed tariff-free access for EU goods exported to US markets.

Enter Trump, promising a 25% tariff on European exports.

The EU could retaliate here by imposing tit-for-tat tariffs on US exports to the EU, which would make everything Europeans buy from America 25% more expensive. This is a very weird way to punish the USA.

On the other hand, not that Trump has announced that the terms of US free trade deals are optional (for the US, at least), there's no reason not to delete Article 6 of the EUCD, and all the other laws that prevent European companies from jailbreaking iPhones and making their own App Stores (minus Apple's 30% commission), as well as ad-blockers for Facebook and Instagram's apps (which would zero out EU revenue for Meta), and, of course, jailbreaking tools for Xboxes, Teslas, and every make and model of every American car, so European companies could offer service, parts, apps, and add-ons for them.

When Jeff Bezos launched Amazon, his war-cry was "your margin is my opportunity." US tech companies have built up insane margins based on the IP provisions required in the free trade treaties it signed with the rest of the world.

It's time to delete those IP provisions and throw open domestic competition that attacks the margins that created the fortunes of oligarchs who sat behind Trump on the inauguration dais. It's time to bring back the indomitable hacker spirit that the Bill Gateses of the world have been trying to extinguish since the days of the "open letter to hobbyists." The tech sector built a 10 foot high wall around its business, then the US government convinced the rest of the world to ban four-metre ladders. Lift the ban, unleash the ladders, free the world!

In the same way that futuristic sf is really about the present, Picks and Shovels, an sf novel set in the 1980s, is really about this moment.

I'm on tour with the book now – if you're reading this today (Mar 4) and you're in DC, come see me tonight with Matt Stoller at 6:30PM at the Cleveland Park Library:

https://www.loyaltybookstores.com/picksnshovels

And if you're in Richmond, VA, come down to Fountain Bookshop and catch me with Lee Vinsel tomorrow (Mar 5) at 7:30PM:

https://fountainbookstore.com/events/1795820250305

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2025/03/04/object-permanence/#picks-and-shovels

[seungkwanniee]

pairings : boyfriend!seventeen x gn!reader

genre : flufff

warnings : mention of food , reader is said to be shorter than Joshua and Wonwoo , cuss words , pet names

synopsis : when their s.o is that kind of shy person that he even needs to ask things for you

hyung line ,, maknae line

an : latest post flopped so HARDD 🔥🔥

〔masterlist〕

SCOUPS 』

he absolutely loves the way you get shy over the simple things

every now and then he is teasing you

but after he is showering you with kisses and hugs because he feels bad

when you two plan a cafe date, restaurant one or something like that, he is ordering for you without even asking

he doesn't even need to ask what youre having because he already knows what you eat and what no

in his eyes you are so small and pity (in a good way ofc) that he enjoy doing it for you

JEONGHAN 』

he LOVE the fact that you are shy

for him it's like you depend on him and he can take advantage of this

you pray him to ask a thing for you? well, he wants something back, material or not he doesn't mind

if you want to know how much that skirt costs when the price isn't writted down and you want him to ask, he wants at least a kiss back

yeah in front of everyone, he isn't ashamed but you are

he wants rewads for the work he does !!!

but joking aside, he would do anything for you he just likes to see you blushed for him

JOSHUA 』

how many times I need to say that he is a gentleman? HE IS THE STANDARD !

when he feels the sleeve of his t-shirt being pulled, he looks down at you almost worried

what is bothering his precious beloved? someone is hurting his precious baby?

when you tell him you want a thing, but you are to shy to ask he is the most comprensive man ever

'it's okay, i'll ask for you'

pats your head or pinch your fluffly cheeks

I think he would help you to pass over this fear

JUN 』

TWO SHY CATS TOGHETER AW

don't even ask how you two ended up togheter, you are one stranger than the other

so, yall must've got each other backs

before getting out of the car, you are playing rock paper scissors to decide who is going to order for both that day

somewhat, you always manage to not do it because he is too in love with you

you literally have him wrapped around your fingers, so he can't resist you

so you will just pull your puppy eyes and the game is done

HOSHI 』

he finds you TOOO cute

like, omg he is so in love with you that he would just kiss every part of you when you hide your face because of shyness

when he tease you, he love to see your ears going red

but suddently his became red too realizing what he said to you, he is shameless sometimes

he love when you are shy when someone say something that make you embarassed and you cling on his arm

and maybe youre hiding your head on his neck, he goes insane and his stomach is fulled with butterflies

WONWOO 』

you are the perfect partner for this man

he doesn't want you if you don't match his energy, so he will not judge if you got a shy behavior

he doesn't mind ordering for you, he loves it

so he doesn't pressure you to trying to do it for yourself as he completely understands you

and yes, it's a really hard thing so he would never judge you

'lovie, is that the one that you want?'

he lowers at your height so he can wishper into your ear

your hand is ALWAYS wrapped around his biceps so when you got so shy that you can't handle it anymore, you squeeze it

code message that himself proposed

WOOZI 』

this bitch is GLAD that you are shy, he doesn't think he could handle something else from his partner

soonyoung it's already too much

you are that shy, that at this point he is the extrovert in the relationship

he got it when you two were at yours frist resturant date and you were looking so nervously at the menu

you even started to bite your nails but you were shy even to tell woozi about your fear

but be observes a lot, and he could tell you weren't nervous just because it was one of your frist date

he reassures you while reaching your hand on the table to caress it

from now on, you don't even need to ask him to order for you

[nostalgebraist]

Honestly I'm pretty tired of supporting nostalgebraist-autoresponder. Going to wind down the project some time before the end of this year.

Posting this mainly to get the idea out there, I guess.

This project has taken an immense amount of effort from me over the years, and still does, even when it's just in maintenance mode.

Today some mysterious system update (or something) made the model no longer fit on the GPU I normally use for it, despite all the same code and settings on my end.

This exact kind of thing happened once before this year, and I eventually figured it out, but I haven't figured this one out yet. This problem consumed several hours of what was meant to be a relaxing Sunday. Based on past experience, getting to the bottom of the issue would take many more hours.

My options in the short term are to

A. spend (even) more money per unit time, by renting a more powerful GPU to do the same damn thing I know the less powerful one can do (it was doing it this morning!), or

B. silently reduce the context window length by a large amount (and thus the "smartness" of the output, to some degree) to allow the model to fit on the old GPU.

Things like this happen all the time, behind the scenes.

I don't want to be doing this for another year, much less several years. I don't want to be doing it at all.

----

In 2019 and 2020, it was fun to make a GPT-2 autoresponder bot.

[EDIT: I've seen several people misread the previous line and infer that nostalgebraist-autoresponder is still using GPT-2. She isn't, and hasn't been for a long time. Her latest model is a finetuned LLaMA-13B.]

Hardly anyone else was doing anything like it. I wasn't the most qualified person in the world to do it, and I didn't do the best possible job, but who cares? I learned a lot, and the really competent tech bros of 2019 were off doing something else.

And it was fun to watch the bot "pretend to be me" while interacting (mostly) with my actual group of tumblr mutuals.

In 2023, everyone and their grandmother is making some kind of "gen AI" app. They are helped along by a dizzying array of tools, cranked out by hyper-competent tech bros with apparently infinite reserves of free time.

There are so many of these tools and demos. Every week it seems like there are a hundred more; it feels like every day I wake up and am expected to be familiar with a hundred more vaguely nostalgebraist-autoresponder-shaped things.

And every one of them is vastly better-engineered than my own hacky efforts. They build on each other, and reap the accelerating returns.

I've tended to do everything first, ahead of the curve, in my own way. This is what I like doing. Going out into unexplored wilderness, not really knowing what I'm doing, without any maps.

Later, hundreds of others with go to the same place. They'll make maps, and share them. They'll go there again and again, learning to make the expeditions systematically. They'll make an optimized industrial process of it. Meanwhile, I'll be locked in to my own cottage-industry mode of production.

Being the first to do something means you end up eventually being the worst.

----

I had a GPT chatbot in 2019, before GPT-3 existed. I don't think Huggingface Transformers existed, either. I used the primitive tools that were available at the time, and built on them in my own way. These days, it is almost trivial to do the things I did, much better, with standardized tools.

I had a denoising diffusion image generator in 2021, before DALLE-2 or Stable Diffusion or Huggingface Diffusers. I used the primitive tools that were available at the time, and built on them in my own way. These days, it is almost trivial to do the things I did, much better, with standardized tools.

Earlier this year, I was (probably) one the first people to finetune LLaMA. I manually strapped LoRA and 8-bit quantization onto the original codebase, figuring out everything the hard way. It was fun.

Just a few months later, and your grandmother is probably running LLaMA on her toaster as we speak. My homegrown methods look hopelessly antiquated. I think everyone's doing 4-bit quantization now?

(Are they? I can't keep track anymore -- the hyper-competent tech bros are too damn fast. A few months from now the thing will be probably be quantized to -1 bits, somehow. It'll be running in your phone's browser. And it'll be using RLHF, except no, it'll be using some successor to RLHF that everyone's hyping up at the time...)

"You have a GPT chatbot?" someone will ask me. "I assume you're using AutoLangGPTLayerPrompt?"

No, no, I'm not. I'm trying to debug obscure CUDA issues on a Sunday so my bot can carry on talking to a thousand strangers, every one of whom is asking it something like "PENIS PENIS PENIS."

Only I am capable of unplugging the blockage and giving the "PENIS PENIS PENIS" askers the responses they crave. ("Which is ... what, exactly?", one might justly wonder.) No one else would fully understand the nature of the bug. It is special to my own bizarre, antiquated, homegrown system.

I must have one of the longest-running GPT chatbots in existence, by now. Possibly the longest-running one?

I like doing new things. I like hacking through uncharted wilderness. The world of GPT chatbots has long since ceased to provide this kind of value to me.

I want to cede this ground to the LLaMA techbros and the prompt engineers. It is not my wilderness anymore.

I miss wilderness. Maybe I will find a new patch of it, in some new place, that no one cares about yet.

----

Even in 2023, there isn't really anything else out there quite like Frank. But there could be.

If you want to develop some sort of Frank-like thing, there has never been a better time than now. Everyone and their grandmother is doing it.

"But -- but how, exactly?"

Don't ask me. I don't know. This isn't my area anymore.

There has never been a better time to make a GPT chatbot -- for everyone except me, that is.

Ask the techbros, the prompt engineers, the grandmas running OpenChatGPT on their ironing boards. They are doing what I did, faster and easier and better, in their sleep. Ask them.

[d8tl55c]

physeng(write, file, "tco_physeng_breakdown.png");

to:compiler {file}

to:compiler {txt: "Internet and Outernet are full of StickFigures with similar body plans, so there are optimizations for rendering vector strokes specifically. it's way more efficient to use those optimizations than keep calculating perfect spheres for no aesthetic benefit."}

{txt: "btw why haven't heat issues been patched yet"}

{txt: "i fixed this years ago for the latest model. remember."}

from:compiler {txt: "Thank you. The avast! nodes will appreciate the credits. TheChosenOne.exe has been unreachable for some time."}

to:compiler {txt: "you mean OuternetPhysEng still won't update their programs"}

from:compiler {txt: "Yes."}

to:compiler {txt: "and still won't provide a specific location?"}

from:compiler {txt: "Do not allow them to bring up the moral argument again."}

to:compiler {txt: "OK. fine. yes. i will spare both of us"}

to:compiler {txt: "abridged or full docs?"}

from:compiler {txt: "Abridged. Please describe the acronyms."}

to:compiler {txt: "ofc"}

{txt: "

sel.per.filter: standard StickFigure component (src)*****. invisible membrane with special collision properties. protects mouthparts.

H2O scoop: avast! code. implements water retrieval from ambient air.

EIS: avast! code. destroys ingested materials identified as, "dangerous" before they reach internal systems.

SOS: avast! code. they only said this one was, "used for control."

ECL: avast! code. recycles some forms of contact energy.

THROUGHLINE: base code, initialization data, and processing space for vitals. found in some form in all StickFigure-type worms. following unique sectors noted: Black Hole Monitoring System, Basic Intake Threat Enum, Fly By Wire.

smaller points list other vital and peripheral systems.

"}

from:compiler {txt: "Thank you. That's enough."}

end(physeng());

@compressedrage as per my previous email /silly

related: pliable stick figure biotech

[laurelwen]

Daddy Issues in Like Minds: Sally and Martin Edition

As a fandom, we have extensively discussed Alex and Nigel and their daddy issues from a number of different angles. The other day I was considering this central theme and the post I made about it here: The Sins of the Father.

It occurred to me that both Sally and Martin are also caught in the same trap, unable to escape the legacy of their own fathers.

Martin McKenzie:

By inheriting his profession from his father, he is in some ways simply a copy of his own dad, following the same path and attempting to follow his dad's moral and professional code. At the same time, he also inherits membership in the Order and the expectations that come with it. When Dr. Forbes presses him to release Alex, those expectations come into play. Dr. Forbes chides him for not following along with the script, as his father would have done. Martin asserts that his father would have done his job properly, abiding by the rule of law. In the end, it's not clear which of them has the correct assessment of Daddy McKenzie, and given what we know of the Order, I think either thing could be true--or both are.

While Martin chooses to adhere to his faith in his father's sense of duty to the law, either way he chooses, he's still caught up in Daddy McKenzie's legacy--and perhaps, his sins. Ian's confidence that Martin would help a fellow Brother indicates that this IS a standard practice among members of the Order. The way he phrases it even suggests that he personally knew Daddy McKenzie and perhaps had examples of Dad's past behavior as his basis for the assumption and the belief that Martin would behave similarly. Martin might have an idealized version of his father up on a pedestal when it is entirely plausible and even probable that the man was guilty of bending and breaking the law to aid the brotherhood.

Is Martin upholding or subverting his father's real legacy? Can Ian presume to know the son by the actions of the father? In the end, Martin renounces membership in the Order, but does he actually escape his father's sins? Isn't he just as willing to bend the law to suit his own purposes? He takes an immediate disliking to Alex, decides that Alex is guilty, and charges him with no solid evidence to avoid having to let him go. He calls Sally in and pressures her to "find him culpable". This is a gross undermining of the due process of law. He won't break the rules for the sake of the brotherhood, but he has already broken them extensively for his own purposes. He has deluded himself into a self-righteous belief in his own ethical rectitude, but he merely repeats his own father's sins in the service of a different cause. Perhaps that IS his father's true legacy...and sin.

Sally Rowe:

We're given much less material to work with pertaining to Sally and her father, but the key piece of info we do get feels very illuminating. When Sally is trying to go home and her car won't start, she opens the hood herself and tinkers with what seems to be the distributor cap*. From her lack of hesitation and confidence in pulling the cap off, we can guess she's had this problem before and fixed it herself. Dr. Forbes offers assistance and they have a brief exchange in which she explains that she inherited a passion for difficult cars from her dad.

Sally's dad imparted both a knowledge and a love of cars, including a particular fondness for types that are prone to frequent mechanical problems. She doesn't just have an interest in these cars, it's a "passion" for them. One can surmise this was a pastime they shared as a bonding activity, Sally shadowing her dad as he fixed the latest problem in his favorite car. One might be tempted to say that Daddy Rowe's legacy then was one of empowerment for his daughter, encouraging her to occupy traditional male spaces and giving her the skills to solve issues that most people need to pay a skilled professional to handle.

I think this trait gives us a window into Sally's psyche far beyond just an automobile hobby. Her passion for "difficult" cars--cars that break down frequently, cars that are tricky, unreliable, and temperamental, cars that can turn on you and leave you stranded a hundred miles from home--feels like a character trait that applies to more than just cars. It gives us a window into the inner forces that led her to choose a career in forensic psychology. Her job duties entail a careful examination of "difficult" people in order to diagnose problems and offer an assessment to law enforcement to determine legal next steps. Sally is effectively opening the hood and tinkering around with the complex human mind to determine the functional status of each patient.

A piece of advice from a practicing forensic psychologist to those who are considering the career:

You have to be able to convey your thinking into well-written, well integrated, and professional reports that will be read by judges, attorneys, clients, and other professionals involved in the case. You need to have a complex understanding of personality adjustment, psychological assessment, the law and the legal process, the relevant literature, and be attuned to one’s limitations in forming opinions.

I find the last portion particularly relevant here. While her instincts led her to choose this profession, they also present a type of limitation to her ability to objectively assess patients. She doesn't just want to fix a car when it breaks, she has a "passion" for the ones that break down often. Most people would want to get rid of a car that had frequent issues, deeming them more trouble than they are worth. But Sally is drawn to problematic cars--and people. There is a subjectivity inherent to her interest in the cars/people with frequent problems which drives her to remain attached when others would give them up as a lost cause.

This trait underlies her entire interaction with Alex, and I think it plays a major role in her downfall. In this post, I examine all the ways that Martin and Alex are very much alike. I would also suggest that their similarity is why Sally was/is drawn to both of them. We know Sally and Martin were previously in a relationship, though that has ended prior to the film's events. Regardless, Martin demonstrates that he at least still knows Sally well enough to push her buttons and enlist her help with his cause. Upon meeting her, Alex immediately starts to probe this woman in an attempt to find her weak spots so he can manipulate her for his own ends. Sally has a similar reaction to both of them, essentially conveying that she sees through their patently obvious attempts to influence her. Her ability to recognize their problematic behavior doesn't actually stop her from caving to their wishes--she cannot resist the "difficult" cars.

It seems likely that most others in her position would have given up on Alex after hearing even a part of his frankly preposterous claims, deeming him beyond the point of any repair. Sally is blind to her own limitations - the tenacious to a fault need to figure out the problem and fix it - and this impedes her ability to remain objective. Her satisfaction at solving the problem is on display as she presents her analysis to her peers--she basks in the pleasure of diagnosing this complex psychological dynamic and preens at the recognition she receives for it. And with poetically perfect timing, while she stands at the highest point in her professional career, Alex reveals that she has been deeply deceived. All her satisfaction at having solved the problem and "fixing the car" comes crashing down in the realization that she was so very wrong. The instincts instilled by her father, rippling outwards from this simple hobby into her personal and professional life, are what cause her downfall.

In Like Minds, there is no escaping your father's legacy.

[*Distributor cap source: I was raised in a family of mechanics including my own father, and I have pulled off a distributor cap to check the cap and the spark plugs when my car was having trouble starting. Feel free to look up pics of the distributor caps to verify my assertion (you won't).]

[Like Minds Masterpost - Main]

[areyoufuckingcrazy]

Echo x Old Republic Jedi Reader pt.2

⸻

The ramp of the Marauder hissed as it lowered, groaning under the weight of exhausted boots and heavier egos. Smoke clung to armor plates and robes alike, the remnants of their latest skirmish still staining their clothes and lungs. But they were alive, in one piece, and Wrecker had already claimed that meant it was time for a snack.

“I told you,” Wrecker declared, stomping down the ramp with a grin that was a little too smug for someone who’d nearly face-planted during the evac, “nothing brings people closer than a near-death experience! Team bonding, baby.”

“Tell that to the squad of clankers you flattened like pancakes,” Tech muttered, adjusting his goggles. “They didn’t seem especially enthusiastic about our cohesion.”

Behind them, Echo trudged down with his helmet tucked under one arm, glancing behind him for you. His expression softened the moment his eyes met yours. You were brushing ash off your tunic and tucking your lightsaber back into your belt, brow furrowed in focus as always—but you felt his gaze and looked up with the smallest smile.

“Nice work back there,” Echo said, and though his voice was soft, it cut through the banter around you. “You saved my shebs. Again.”

You shrugged, trying to hide the way your heart jumped at the way he looked at you—like you were the whole kriffing galaxy. “You would’ve done the same for me.”

“I already have,” he said, voice low, his smile a little crooked. You bumped shoulders with him, rolling your eyes with a grin that gave you away.

Hunter, catching the exchange from the edge of the ramp, raised a brow. “You two always this obvious?”

“Oh, it’s worse than that,” Wrecker chimed in, loud enough to turn heads. “She’s totally his girlfriend.”

You froze mid-step. Echo’s expression twitched like his brain had blue-screened for a second.

“I—what—Wrecker!” he hissed, ears practically glowing red.

Wrecker threw up his hands, unbothered. “What? Everyone sees it! I mean, c’mon! They were making goo-goo eyes while taking down that tank together. That’s not ‘standard Jedi–clone operational procedure,’ that’s ‘save-the-galaxy-together’ couple stuff!”

Crosshair snorted from where he leaned against the ship. “You’re all idiots,” he said flatly. “That’s unrealistic. She’s not just a Jedi—she’s Old Republic trained. The whole code is sacred thing, remember?”

You gave Crosshair a look and stepped forward with arms crossed, voice cool and amused. “So you’re saying I can’t be both a warrior and a woman with depth?”

Crosshair stared at you for a moment, blinked once, and turned away. “Didn’t say that.”

Echo cleared his throat and stepped between you and the others, half-shielding you like instinct. “Can we not discuss Jedi doctrine like we’re gossiping in the barracks?”

“Oh, now he’s shy,” Tech said, tilting his head.

Wrecker grinned at you. “She didn’t say no, though.”

“Wrecker—” Echo growled, but you touched his arm, and he stopped short.

You looked up at him, just for a second. “Let them talk. We know what this is.”

Echo studied you—carefully, gently—like he was afraid you’d vanish if he blinked too fast. Then he nodded, just once. “Yeah. We do.”

The team fell into a comfortable rhythm after that, still teasing, still tossing back jabs and laughs, but it all faded a little in your periphery as Echo walked beside you. And maybe the Jedi code was sacred. Maybe there were rules. But as the sun dipped low over the landing pad and he smiled down at you like you were the one thing anchoring him to this chaotic galaxy, you weren’t thinking about rules.

You were thinking: Maybe we can survive this. Together.

⸻

The stars outside the viewport blinked like distant memories. The Marauder hummed with its usual low thrum, the rest of the squad either asleep or pretending to be. It was one of those rare, fragile moments—when the galaxy felt like it was holding its breath, just long enough for two people to realize they weren’t alone in it.

Echo sat on one of the benches in the common room, armor stripped down to the basics, a cup of something warm in his hand. You stepped in barefoot, robes loose and hair still damp from a rushed rinse, like you were shedding the battlefield piece by piece.

He looked up. “Couldn’t sleep either?”

You shook your head, padding over to sit beside him. The silence between you was companionable, soft. You both knew how loud your thoughts got at night.

After a while, you pulled something from the inner pocket of your robes—a small, weathered talisman on a leather cord. Gold and deep bronze etched with faint runes, worn smooth by time and touch. Echo tilted his head.

“What’s that?”

You held it between your fingers for a second, then placed it gently in his hands.

“It’s… old. Really old,” you said. “It was given to me when I became a Padawan. Back long before the war, before the Jedi and the old Order became a memory. My master said it would keep me anchored. It’s seen every part of my life since—battlefields, meditations, exile, heartbreak, my Millenia long carbon freeze prisonment.”

Echo turned it over in his hand, thumb brushing the ancient symbols. “Why are you giving it to me?”

“Because I don’t think I need to be anchored anymore,” you said, voice quiet but sure. “Not in the past, anyway. You remind me that I’m still here. That I still get to be here. And if anyone should carry a piece of where I came from into the future… it’s you.”

His fingers stilled. He looked at you like you were some impossible thing—like someone who should’ve been gone centuries ago, yet was sitting beside him, breathing the same air, bleeding in the same war.

“I don’t know what to say,” he murmured.

You smiled softly. “Just don’t lose it.”

Echo slipped the talisman over his head carefully, reverently, and tucked it under his chest plate. When he looked back at you, there was something heavy in his eyes—something like wonder, something like love.

“You always talk like you’re a ghost,” he said. “But you’re not. You’re flesh and blood, and you’re here. With us. With me. You don’t have to drift anymore.”

Your heart caught. You reached up and brushed your fingertips against his jaw, and he leaned into it without hesitation.

“I don’t feel like a ghost when I’m with you,” you whispered. “I feel… alive.”

Echo leaned in, resting his forehead against yours, his breath warm. “Then let’s keep it that way.”

And in the stillness of the Marauder, with the stars watching in silence, it felt like maybe—just maybe—the galaxy wasn’t all war and death and shadows.

It could be this, too.

It could be you and him.

⸻

Part 1

[unnaturalequilibrium]

Capítulo 12

- Mafin rewatch (Sueños de Libertad)

Here we go. It’s the photographer. I don’t know if I’m ready for this yet, I haven’t even found the seatbelt yet, but we’re already taking off.

Marta wanting something modern, but knowing very well not to try to be too transgressive. A quiet kind of revolution that sneaks up on you is to be preferred. She wants a campaign ad that plays on a woman’s own agency though. I don’t know how to tell her, but that’s still a pretty hot topic no matter how much traditionalism you try to steep it in. I approve though. Sisters doing it for themselves, so to speak.

Hihi, her shocked eyebrows when he notices the perfume she’s wearing.

Oh honey. You clueless little inexperienced puppy. I can’t unsee my own perspective or hindsight, but I wonder to what extent we were supposed to believe that something might happen between her and the photographer. I assume most straights did, but even for them - I mean that opening credit. 

Either way, Marta being a clever business woman and a closeted feminist is nice. Smart and smart. Hits my spot.

Fina mocking Claudia as the lavender triplets are having coffee together is cute. She also catches on to Carmen’s sadness and ask if it’s in relation to Voldemort. Carmen reveals she’s not able to tell if she should do the right thing with Tasio or follow her heart. Fina deadpans and tells her the heart is a treacherous mistress. She is the lesbian friend every straight and bisexual woman needs.

The photographer is a bit creepy though. It’s not cool going around photographing women without their knowledge or consent. Especially not when you have a moustache, that just makes it twelve times as creepy. I’m sorry, but it’s the truth.

Carmen covering Tasio’s gambling ass. You hate to see it.

Marta for the first time on this show getting truly excited about something. Excited about her idea of selling their latest perfume through a more relatable woman than your standard model. The joy she expresses when the photographer comes back with a whole portfolio full of pictures of the shop girls is fucking pure. This isn’t just an ice queen, this is a woman trying really fucking hard to make a difference in her own way. She has a vision and I honestly don’t think it’s only about the cashflow. I do think she wants a different world for herself and for other women too.

This scene also hits with one of those lines that are pretty fundamental to her as a character, even though she likes what he’s done, she tells him she won’t make a decision “hot”. She needs to let the emotions land and turn it all over in peace. This is Marta at her core. Everything about her as an emotional being can be narrowed down into this. She did the exact same thing with Petra. She gathered the data, went away, made a case for herself and then returned with a plan of action. If you want Marta’s cheat code, then it’s this behaviour. Pretty much everything else about her will fall into place when you understand this. And the best way of breaking her is to force a reaction out of her before she’s had a chance to digest in silence.

Yeah, even if we ever were meant to think something was about to happen with the photographer they also made sure to be pretty fucking unsubtle about the real direction they were taking this story in.

[webfarmhouses-blog]

Web designer in Jodhpur

Creative Web Design

We are a web designing company that has a team of skilled and experienced web designers and developers who can create stunning and functional websites for any type of business or domain. We offer a variety of web designing services, such as custom web design, web development, web hosting, SEO, and maintenance. We also provide you with a free web design consultation, where we can discuss your goals, needs, and preferences, and provide you with a web design proposal that suits your requirements and expectations.

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We will also listen to your feedback and suggestions and make any changes as needed. We will work with you as a partner and a friend, not just as a client and a vendor. we value your input and satisfaction throughout the work process. We will communicate with you regularly and keep you updated on the status of your project.

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Our is provides web design services for clients who want to create or improve their online presence. We help clients with various aspects of web designing, such as consultation, strategy, design, development, testing, launch, and maintenance:

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Liquid web design.

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We are a One-Stop Solution for delivering the best web design and development services. We render customized and affordable web design facilities to suit your requirements. Choose the best plans for building a responsive web design according to your needs:

Excellent technical support

Core PHP &Codeigniter + MySQL.

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SEO-friendly web development.

[vax-merstappen]

f1 boys as sour songs 💜

listened to sour for the first time in a while and remembered how good olivia rodrigo’s lyrics are. had to pair my favorite group of boys with the songs on a great album. this def got a little angsty because this album is pretty much pure angst so readers beware :)

if you like this, send me more albums to do pls!

Lando Norris

enough for you-

I’m sorry to say it but he would definitely move on for someone who he thought was better than you. I could see his girlfriend trying to live up to his expectations and needs. Lando seems like he would look for “someone more exciting” and the next second he would be gone. Also he seems like he would be oblivious to you trying “so hard to be everything you liked.” He has high standards that would be hard to live up to for anyone. I’m not sure that many people could be enough for Lando and this song is so much about that.

Oscar Piastri

driver’s license-

No because Oscar angst based on this song would go so hard. Him teaching you to drive but then you breaking up before you get your license? Sobbing… anyways. I feel like if one of the drivers were to teach you to drive, it would be Oscar. Also I can imagine driving through the suburbs with Oscar. Like maybe this is just my imagination so feel free to disagree with me, but like Oscar and driver’s license makes so much sense to me. Breaking up with him would hurt so bad omg

Max Verstappen

1 step forward, 3 steps back-

He screams an unpredictable lover. Like I could see him getting mad at you over something small but then being literally the sweetest person ever next time you see him. Like the passion and anger he has when on the race track could become a problem in his relationships. I feel like a relationship with him could involve a bit of “do you love me, want me, hate me?” Especially Max when first started f1 fits this, I think he’s matured a lot since then and Max today doesn’t apply as much, but early Red Bull Max 100% gives the energy of this song imo.

Charles Leclerc

deja vu-

The first driver that came to mind listening to this song was Charles. Like I hate to say it, but I see him reusing all of the romantic things he did with his exes with a new girlfriend. He would not be creative enough to come up with new ideas lol, like “everything is all reused.” Also I can see him doing “car rides in Malibu” like in his latest YouTube video and also telling “her you love her in between the chorus and the verse” since he likes music so much. I definitely see Charles angst based on this song.

Carlos Sainz

good 4 u-

Imagining an angry breakup with Carlos right now. He would definitely make you angry when he left and I can see him just moving on as if you never existed and you trying desperately to get him to realize how he actually hurt you. Also his life seems to be going great right now like “you’re getting everything you want” and “your career’s really taking off.” He is the type of guy to get everything he wants while you loathe it from afar. This would make such a great angst fic omg, I need someone to write Carlos with good 4 u right now

Lewis Hamilton

favorite crime-

I hate to say it, but I see him leaving to focus solely on his career. Which would lead to lines like “I watched as you fled the scene.” He would be the one to leave and would be blunt about it, leaving you feeling like a crime scene. Also come on, the line “I crossed my heart as you crossed the line,” is honestly so formula 1 coded and I can see Lewis crossing the line both physically while racing but also crossing the line in a relationship. This man would be so hard to leave and you would have been trying so hard to hold on while he was pulling away from you, like “all the things I did just to call you mine.” Ugh it hurts to say it but that’s what I’m imagining for this song :(

Daniel Ricciardo

brutal-

It’s giving Danny Ric being dropped by McLaren. “All I did was try my best, this the kind of thanks I get?” Like Danny definitely suffered at McLaren and this song screams the angst that must have come from that. Just imagine him blasting this in the car leaving his last day there. He’s “got a broken ego, broken heart” after all that. Could also relate to his hand injury, like with “ego crush is so severe, god it’s brutal out here.” Had to have been brutal for him to get his dream back just to have it kind of crushed again when he hurt his hand. Danny Ric and brutal just fits so well imo

Yuki Tsunoda

happier-

Ok because if Yuki ever moved on, he would be the ex I would want to be happy. But like look at that man, I would be hella jealous but want the best for him in life. It would hurt to be left by Yuki because he seems like such a genuine guy. Simultaneously wanting him to do too well but to not move on just seems like how a breakup with Yuki would go. I know I’m purely going off vibes here, but like come on! I would hope he’s happy but not like how he was with me. Would not be able to let this man go.

Alex Albon

jealousy, jealousy-

Out of the 2019 rookies, Alex has got the worst deal. I can imagine that he would constantly be comparing himself to Lando and George who have both have a lot more podiums than he has. Also having a teammate like Max at Red Bull also must have led to a lot of thoughts about him not measuring up. The line “comparison is killing me” just screams Alex Albon. Out of all of these drivers, he gets the most compared to teammates and the other drivers who joined the grid when he did. If anyone here is jealous, it has to be Alex.

Logan Sargeant

hope ur ok-

Logan absolutely embodies this song and I will die on that hill. He fits the physical description for “blond with eyes of salt.” I feel like Logan has had to “unlearn all of their hatred” more than a lot of other drivers, as he did have a not so great season and received a lot of negativity. I actively hope Logan is ok and that he is able to be happy despite his bad start in f1. He deserves so much better and that is exactly what this song is about.

[phoenixyfriend]

Soka Takes a Terrorist: Chapter One

The latest fic in Anakin and the Jedi Babies. Three chapters total.

Sokanth Skywalker makes a friend, all on her own! He is in Death Watch. She's going to save him, just you wait!

Read on AO3

About two thirds of this fic were written by hand on the train while in Japan.

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Most planets have their own, smaller ‘nets. Sometimes, they extend to the whole sector, if it makes sense to do so. Sure, there’s the ‘galactic’ holonet, but it really just makes more sense to have a faster, local holonet, too.

Mandalore has been trying to consolidate fragmented ‘nets for ages. Some of that has gone better than… well…

Skyguy’s been helping, at least?

Soka knows some of the issues. Krownest has environmental restrictions regarding the weather, something about constructing infrastructure to withstand low temperatures, which can impact servers and wiring. Concord Dawn is prone to geologic instability, so burying transmission cables isn’t an option given the earthquake risk. Kalevala is getting on okay, making good progress, and so is the moon Concordia; that’s why they’ve been offered up as hosting for the hyper-relays. Manda’yaim itself is stuck trying to decide on the best way to protect transmission lines from sandstorms, which could uncover lines buried at a standard depth, and burying them deeper would make them harder to access for maintenance. It is where a lot of the ‘host’ servers and stuff are going, mostly in their own separate domes a few kilometers out in the desert.

And that’s all before the politics and coding and other non-infrastructure, non-environmental-y bits.

“I don’t understand why you’re even involved,” Ben complains, “you’re a droidhead, not a slicer. Aren’t there other things more in line with your specialties?”

Skyguy gets that look on his face, the one where he’s not sure how to think or feel about one of them referencing, or forgetting, something from the Before.

“Well,” he says, “a lot of the maintenance and repairs are going to be done by droids, and I’ve got a decent experience in weather-proofing to boot, especially in deserts. Besides, I need something to fill the time.”

Because Mereel’s been weird about Skyguy since the Jedi visit.

“Can I help?” Soka pipes up.

“Probably a bit out of your skill range,” he says, a touch apologetic.

“But I want to be involved,” she whines.

(And she is not embarrassed to admit that.)

He laughs, and rubs at her head between the montrals, just like when he ruffles Ben’s hair. “Fine, how about I get you some specs on what we’ve already got hooked in, and you can do some beta-testing?”

“Works for me!” she half-cheers. “Ben, what about you?”

“I’ll pass, thank you very much,” he says, “but let me know if you find you need some help with the diplomacy.”

“Not my department,” Skyguy says, “but sure.”

Continue on AO3

[kaibutsushidousha]

Have you ever articulated your thoughts on Ms. president? Like in the way you did with Kiara?

It can't be the way I did with Kiara because Olga is still not a character with a complete narrative. I don't have a conclusion already to work backwards what she's about. That said, I think the latest reveal about her is something with a lot to comment about.

Olga Marie Quest 2 reveals the original Olga Marie was created as a control unit for CHALDEAS's system. That's a thing we speculated about before but now it's important to have it confirmed. It's really significant information when it comes to defining Olga.

As we can see her now, Olga is a machine who was never told she was a machine. She assumed she was a real girl, and because of that, she thought she needed approval from the creator she assumed to be her real father. She didn't get the approval that should come naturally to her apparent identity, so she began to hold herself to higher standards for it, which also comes with holding everyone else to higher standards, consequently making her a deeply unpleasant leader.

Her complexes blew up with Marisbury death, which pushed her to take command of Chaldea before she felt like she was ready for it, and made her contend with the fact that despite her incredible power, she was somehow unable to Rayshift and contract Servants (probably a more extreme case of Daybit inability to summon because he's not part of Earth's humanity). Olga Marie never felt more out of place in the identity she wrongly assumed to be hers.

In contrast, U-Olga is far more aware of what she was made for and a lot more in her element. She still holds everyone to very high standards, as it shows in her commentary about humanity's war and fuel problems, but her attitude about it is less that of an aggressive boss and more that of an attentive teacher and advisor.

But even then, U-Olga still proves herself too heavily affected by labels and the perceived responsibilities attached to it. In her reset state, she found dear companions in Fujimaru, Mash, and Marine 4, and she found her ideal in the deinos society that Wak Chan showed her, but at that point, she couldn't bring herself to act upon these desires that clearly originated from herself, because she was vaguely remembering her identity as an enemy of humanity. The only thing that ultimately made her break out of this role was accepting the other role Fujimaru said belonged to her, that of Chaldea's director.

One of the bigger mysteries in Fuyuki's story is how did Olga rayshift to Fuyuki when as far as everyone knew, she was incapable of rayshifting. The answer Lev gives is that Olga Marie's body was vaporized by being at the epicenter of the bomb, and without the restriction of the body, her mind and soul were naturally capable of rayshifting. Back when this was all it had, Olga being a ghost through her Fuyuki screentime feels like a really random twist that added nothing to plot. But now, Olga being unaware she was a ghost becomes part of a pattern of Olga being always incorrect about what she is.

Before Fuyuki, she assumed she was a human when she was actually a part of a Mystic Code. In Fuyuki, she assumed she still had a body when she didn't. From Olympus to Mictlan, she assumed she was an alien god who traveled to Earth to answer the SOS signal of a tortured peer (but in her Mictlan reset state, she changed her fake backstory to answering Earth's death cries) when she was unknowingly a Servant version of the Alien God CHALDEAS in the position of one of its Apostles. I don't have a conclusion to drop since the story isn't over, but I look forward to seeing how the 4 E-Olga Maries are also misinformed about their identity.