#SAP to Kafka

[latimeria-fell-from-heaven]

⌗︙・⚠︎ obsessed blade being an utter sadomasochist when it comes to you ⚠︎ ♡⸝⸝

Blade knows you. He knows everything about you—Blade knows everything about what makes you human. He knows what you love, he knows what you dread.

Blade knows that you're the only person who could possibly get his adrenaline pumping in ways he hasn't felt in all of those long, dreadful years of his immortality. Never have you once shown him an ounce of fear during each of your intense battles, eyes piercing into him as you parry his attacks, formulating ways to land a hit on him. Even if he'd managed to overpower you, his body pinning you down as he pants hungrily in excitement and exhaustion, you'd still find a way to headbutt, punch, or kick him away.

It's why he always looks forward to fighting you whenever he's sent away on a mission, barely able to contain the excitement of both inflicting pain upon you and having you inflict pain on him.

He ignores the teasing from Kafka and Silver Wolf, the likes of whom are well aware of just how deep his obsession for you truly runs. But it's not like they can do much to stop him, since he's disgustingly stubborn in his ways, and trying to get him to stop obsessing over you would just be a pointless endeavor. At the very least, there are times when Elios' script does not require the swordsman, though Blade makes his frustration of not being able to see you very obvious.

Blade makes it very clear to the other Stellaron Hunters that he doesn't want any of them to engage in any sort of combat with you. Your fighting prowess is reserved for him and him alone. Those warnings are mostly directed to Kafka since Blade knows that she'd toy around with you for a bit just to mess with him. And in Blade's mind, his rules apply to you as well; you aren't allowed to fight anybody else other than him. If you take aim for Kafka or Silver Wolf, Blade is right there, parrying each and every one of your attacks. You originally thought he was just simply providing time for his accomplices to escape or formulate an attack plan, but he proves you wrong.

He only has it out for you, ignoring your fellow Trailblazers aiming hits at whoever is accompanying him in favor of pouring each ounce of his focus on you. When your companions attempt to distract him with an attack of their own, all he does is kick away your companions, barely sparing them so much as a glance. It's so blatantly obvious to everyone in the vicinity, even becoming a bit of a joke (a rather dark one) that you dryly chuckle about.

Blade's temperament blooms like a hellish flower, corrupt roots digging under his skin and sapping away at his patience when he watches you in secret. He can see the way you interact with your fellow Trailblazers, particularly Dan Heng. How you so openly douse that pathetic little bastard in waves of affection, presenting him with warm smiles and cheerful embraces that have that sniveling coward freeze up. No, he is not jealous, not one bit. His blistering anger bleeds into his strength, and when he faces off against you once more, he does not allow you any breathing room as he mercilessly lands hit after hit on you. To make you feel even a snippet of the pain that you have so unknowingly brought upon him gives Blade a shuddering thrill.

And yet Blade truly does not want to kill you, to snuff out your life and be done with this twisting obsession. He once thought about it—he'd thought it over multiple times inside his broken mind—but found that even thinking about it made a coil of unease squeeze deep inside of him--it felt painful. He's much more willing to drag out these skirmishes, to relish in the feeling of his hands wrapped around your throat, and your weapon just moments away from cutting his throat open.

When Blade feels the oh-so-familiar sting of his flesh having been sliced open by your weapon, a hot pulse of arousal squeezes in his crotch.

"Ah--" It takes a bit too much restraint to swallow up the rest of the satisfied moan that nearly escapes the wide grin spread across his lips. Blade briefly almost humors the sinful thought of letting loose that perverse noise, to see what kind of reaction he could pull from you. It wouldn't matter if your expression would be blank or if you'd given him the most disgusted look you could muster. He'd do anything to get any sort of possible reaction from you.

Though it seems that he doesn't need to bother, as you clearly heard his little slip-up and gave him a look that was clearly saying Really? Did you really just do that? It doesn't matter to him that you're probably misunderstanding why he just nearly moaned, so long as your attention is on him, then he could care less if you think of him as a pervert.

"You're a real piece of work, y'know that?" A sarcastic half grin forms on your lips, though your mood is anything but amused. You grunt as he brutishly swings his sword a little too close to your face, just barely nicking at your skin. "Bet that's why ya keep tryna fight me all the time huh?"

Blade scoffs, though the smoldering excitement in his eyes gives away just how fucking excited he truly is. "What's it to you? If you got a damn problem," he heaves as you land a booming kick to his hip, forcing him to skid away, "Then keep it to yourself."

"Yeah I got a damn problem, you freak." Oh yeah, call the guy who's currently trying to tear you into fucking pieces a freak. That'll help you beat his ass and successfully retreat back to the safety of the Astral Express. Seriously, if he wanted to get his rocks off just because of a fight, he could've fought anybody else and been done with it. It feels pretty icky knowing that this guy was a deranged pervert who got off from getting the crap beat outta him.

And now you're stuck fighting him. Great. The universe must truly savor your suffering.

Over and over the pattern is repeated—you land a hit on Blade, he kicks you away, he shoves his entire weight against you, lands a hit on you, and vice-versa. His sword doesn't cut you deep enough to be fatal, but the open wounds still fester with your blood. Blade isn't looking much better either, a single harsh bruise upon his cheek where you'd punched him before. His clothes are ripped in various places, his blood staining the cloth. His wounds are healing though, no thanks to that stupid self-healing ability of his. But it's clear that you're still wearing each other down rather significantly, though Blade seems to be recovering his strength bit by bit.

"Fuck, you asshole.." You cough, attempting to keep your body steady despite the throbbing aches all over. If this keeps up, you'll be too exhausted to even block an attack and if that happens you'll—

Just vaguely, you can hear your name being called. A familiar voice, though tinted with a touch of anxiety, is nonetheless filled with concern. It breaks your concentration from the fight, and even if your entire body is screaming from pain and exhaustion, you strangely find it in yourself to smile in relief as you call out his name.

"Da-.."

There is a sudden sharp pressure against your neck, and your vision suddenly spins as the ground seemingly disappears beneath your feet. You feel yourself flying. You can barely even think before thundering pain violently assaults your head and spreads to your back and the pressure around your neck tightens. All you can feel is pain, a newly born headache pounding at the back of your head, and your limbs too heavy to move. It isn't until Blade ducks his face down uncomfortably close to yours that you realize what has happened.

He fucking slammed you against the ground. That flighty sensation you'd felt was just him lifting you up by your throat and then slamming you back down. You stupidly let down your guard and now you barely have the strength to even breathe. Blade watches you, now akin to prey caught by the hunter.

He looks excited.

"He can't save you," he hisses. His smile is like a crescent moon. "None of them can. I could kill you right now and they can't do anything about it. Your final moments could be all mine."

To prove his point, he digs his fingers into your skin, readying to crush your windpipe. Dry wheezes and gasps escape your mouth, and even despite all the pain, you struggle fervently. You are scared, yes, but more than anything, you are angry. If you wanted to die in a fight, you rather die at someone else's hands rather than the bastard above you.

He chuckles, a dreadful sound that pierces your ears. "That's it, keep looking at me like that. Show me everything of yours, (name)--your hatred, your fear, your pain, everything." His grip loosens and you hold in every urge to vomit. You feel sick, sicker than you have ever felt in your entire life.

"Quit... quit talking like you know me or some shit.." You angrily wheeze out. A thick metallic taste spreads on your tongue. Shit, a concussion is the least of your worries now if you're suffering from internal bleeding.

"Oh, but I do know you. I know everything about you (name)," Blade is no longer human to you now. He is a monster, a monster that is enjoying the torment that he assaults you with. "I know what you love. I know what you dread."

The hand around your throat withdraws swiftly, but you can't even try and make a move before your face is cupped, almost tenderly. With your head in place, all you can see, feel, and hear are Blade. He overloads your senses with him. Forcing you closer to him, you realize that he's going to kill you and squirm. He wants you to look him in the eyes as you die—

"I know everything about what makes you human."

Blade kisses you. He doesn't kill you. Blade kisses you, the taste of cigarettes and blood filling your mouth as he hungrily devours your lips. He doesn't kill you, because he loves you so much that he hates you for rendering him into such a love-stricken fool.

© latimeriafellfromheaven

[theunconciousmind]

about me

୨୧ I’m married - @matt-hew05

୨୧ I like reading, writing, watching films and shows, drawing, self care, fashion, norman reedus, makeup, video games, listening to music and my vinyls, and shit posting on here

୨୧ topics/things I enjoy: history, philosophy, occultism, mysticism, esotericism, fashion design and modeling, cults and religions, bdsm, literature, writing, movies and cinematography, zaza, photography, exploring, WW2, non current politics and political history, tattoo art, being a weird creepy fag, norman reedus, ancient history, 2000’s pop culture and anything y2k, weapons and guns, anything paranormal, poetry, and cars and motorcycles

୨୧ I freely block literally anyone

୨୧ my visionaries: lana del rey, norman reedus, lady gaga, vincent gallos, amy winehouse, paris hilton, jim morrison, snooki, marilyn monroe, tom hardy, shalom harlow, clara bow, gabriette, megan fox, jeremy scott, mads mikkelsen, aeysha erotica, and father john misty

୨୧ my favorite movies include: marie aintonette, the bling ring, buffalo 66’, lolita, priscilla, six ways to sunday, donnie darko, jennifers body, black swan, johnny 316, psycho, sixteen candles, fight club, perks of being a wallflower, texas chainsaw massacre, american psycho, uptown girls, the phantom of the opera, the shining, saw, legends of the fall, the notebook, 500 days of summer, etc, etc… ( I have tons of other movies I really like but these are the ones I can’t live without )

୨୧ my favorite musicians: lana del rey ( and her unreleased obviously), die antwoord, air, alex g, lil wayne, chief keef, amy winehouse, crystal castles, father john misty, aeysha erotica, kendrick lamar, kmfdm, life lover, chet baker, johnny cash, deftones, j. cole, fiona apple, 50 cent, imogen heap, korn, lou reed, marina, a$sap rocky, modest mouse, 2pac, nancy sinatra, eminem, katy perry, ke$ha, system of a down, princess chelsea, weyes blood, elliot smith, big thief, adrienne lenker, black box recorder, norman reedus, sufjan stevens, boygenius, pheobe bridgers, ethel cain, faye webster, video club, machine girl, radiohead, the weeknd, led zeppelin, sade, cocteau twins, kanye west, the doors and jim morrison, childish gambino, the velvet underground, lady gaga, nicki minaj, sublime, the kinks, the smiths, korn, tool, type 0 negative, etc, etc… ( I listen to a LOT more artists but these are the ones I can’t live without )

୨୧ my favorite authors: ottessa moshfegh, earnest hemingway, donna tartt, vladimir nabakov, leo tolstoy, fyodor dostoevsky, j.d. sallinger, norman reedus, f. scott fitzgerald, anne rice, franz kafka, oscar wilde 

୨୧ my favorite fashion houses/designers: chanel, dsquared2, yves saint laurent, cartier, jean paul gaultier, jeremy scott, agent provocateur, chloé paddington, moschino, miu miu, paco rabanne, 

୨୧ my favorite artists and drawing inspiration: simone legno, akira uno, nell brinkley, fukai kuni, norman reedus, akami watabe, toko ohmori, vampberry ( on insta ), and gustave klimt

୨୧ my favorite/current shows: gossip girl, gilmore girls, breaking bad, the walking dead, supernatural, american horror story, south park, house md, buffy, devilman crybaby, castlevania, new girl, and real housewives ( I have plenty of other shows on my to watch list… trust )

୨୧ my discord is rosiedollie, I promise I’m somewhat nice and love talking to people so reach out if you want

୨୧ I have another blog for my writing and a03 works but it’s under heavy renovation so I’m waiting to tag that account in this post

୨୧ I also have other accounts such as a Spotify and Pinterest but again both are under renovation but I will also be putting those @‘s in this post when ready they’re ready

୨୧ I love my friends… top of my list, the sweetest girl in town: @fawnesque-vanillyee

@legoghini

[sebbyisland]

Please listen to my hoshina x kafka vision. listen to my plea. First of all if u don’t already understand hoshina x kafka pls remember in his official profile Hoshina lists “simple guys” under his Likes. Second of all the way their character growth parallels each other with Hoshina realizing he likes to fight and Kafka becoming more strategic. Third of all the homoeroticism of hand-to-hand combat. AND a shonen rivalry for vice-captain position. Fourth of all Kafka Hibino deserves nice things. Thank you and enjoy my headcanons below.

In my beautiful post-canon world Hoshina finds out Kafka likes cheesy romance romcoms like the sap he is and Kafka admits he used to love winding down at his old job with the kdrama A Business Proposal (for context: A Business Proposal is a popular employee x CEO romcom based on a webnovel).

Hoshina smells blood in the water and asks Kafka what is the show about, knowing Kafka does not have the ability to lie or re-direct the conversation so this is about to be really embarrassing/endearing. He goes super-focus the second he hears “employee and her boss slow burn” like ok yes I can run with this? Kafka, my former employee, enjoys the romance fantasy of dating your boss? Is there hope for me yet (Mina has assured him so many times her love for Kafka is deep but not romantic and Kafka has expressed similar stuff)?

Cue Hoshina logging into the streaming service account of his lovely frenemy Gen Narumi and slowly working his way through the masterpiece known as A Business Proposal (he can afford his own account but it’s funnier to use Narumi’s, who let him use it once for reasons that don’t matter rn). After a few weeks Narumi calls him out like “bitch why tf am I getting so much romcom recs? Yah I know you still have the login info to my Webflix. I was trying to ignore you because you barely watch TV anyways but this is pissing me off!!!” Hoshina says “I’m following a hunch….for the next Kaiju target(s).” Get it. Kaiju target. Ahaha. Ha.

Narumi knows his excuse is probably bullshit but what if it’s not and Hoshina has learned something. From the romcoms. Narumi can’t lose to him. Instead of changing his passwords, Narumi starts playing dating sim games in his free time just to see wtf Hoshina is on. Just in case. He eventually gives up after he realizes he can't progress in the game by starting fights with people and concludes Hoshina must be picking up a new hobby (this is also not true but is WAY more reasonable to believe).

Fast forward Hoshina has finally watched all 43 hours of A Business Proposal. The dots are connecting. The protagonist pretends to be a promiscuous “monster” to ward off a suitor for her friend, who turns out to be her boss. However, she cannot keep a secret to save her life and only gets saved by a string of comedic coincidences. Her personality: very dedicated to her family/friends, strong work ethic, stubborn, self-sacrificial tendencies, cute and loving nature. Kafka is just like Shin Ha-ri fr. Hoshina can work with this.

(For sake of convenience let’s pretend Kafka comes back to work with Hoshina and Mina’s sector, but under some kind of special promotion. He is not at the same rank of Hoshina but he is also not like a cadet so technically their relationship is somewhat less against HR regulations.)

Hoshina is fairly confident Kafka likes hit kdrama A Business Proposal because he sees himself in the protagonist. He has to test his hypothesis by resembling the male lead. What did the male lead do to win the protagonist’s heart? 1)Help her family/friends 2)Prioritize their relationshp and his work 3)Clearly communicate his feelings and committment. Hoshina has already done steps One and Two multiple times over it looks like we are stuck with Step Three. A normal person would say “I literally told you to just ask him out” but no. Hoshina came to this conclusion after thorough research. This is the most logical conclusion. He needs to be like the male lead and proposition Kafka in a grand gesture. It's the only way. It clearly worked for Tae-woo, his role model. He should buy flowers.

"Hoshina why are you relying on a fictional relationship just talk to the man" you don't understand he needs to study the correct romancing methods. Obviously Hoshina knows he is already a very charming and attractive individual but the problem is that Kafka doesn't seem to see him as an option. He can flirt and tease and play all he wants but it doesn't deliver results. And obviously he is not about to ask the only man he personally knows who had a successful romance, his estranged father, for advice. Besides, he doesn't see Kafka like a potential candidate to join the Hoshina name. He sees him as Kafka. So he wants to approach him as Kafka. And if it doesn't work out he won't be heart-broken at all because it's not like he's down-bad or something he's just interested in Kafka is all. It's not even that serious.

While all of this is happening btw Kafka is thinking: man should I go back into the dating pool? Reno says I should try to find someone to settle down with. Maybe I should finally shoot my shot with Hoshina? Hoshina is professional he won’t hold it over me. Can you even truly settle down with two members of the Defense Force I mean look at Kikoru's parents. Hm. I’m not getting any younger so if it doesn’t work out with him I’ll ask my old buddies from the kaiju cleaning squad to introduce me to someone outside the force. Go on a blind date.

Oh and as much as Kafka enjoys romcoms the reason why he likes A Business Proposal so much is because the silly, easy friendship between the protagonist and the second female lead reminds him of his childhood with Mina. They can't have simple office worker lives but he still hopes if not him, then at least Mina finds a partner to share her life with outside of the Defense Force. Kafka is secure in being a single dad/paternal figure for Reno and Kikoru.

So anyways Kafka asks out Hoshina and the rest is history. Hoshina refuses to admit he spent weeks of his precious free time trying to psychoanalyze Kafka's taste in romcoms because honestly what is more embarrassing than that. at some point Kafka comes over to his place and notices Hoshina has A Business Proposal on his watch history and asked why he never mentioned it before. Hoshina just laughs. He will take this secret to the grave. And he would have, except Gen exposes him during the Kafhoshi wedding.

[sonicasura]

So for the Defense Force's trail run of using the Monster parts and waiting for a Daikaiju corpose to come in, they make a few protoypes weapons and tools and give it to the captains to try out and give them feedback.

For Hoshina, a pair of dual blades outlined with Seregios Airblades Scales

For Mina, it's not so much a weapon as a new bulltet type they want her to test on field, a Bubblefoam bullet, which when shot explodes on impact coating the Kaiju in the slippery soap ( They gave it to Mina due to the fact she's the No.1 Sniper even' though she doesn't need it when she obliterates Kaiju in 1 to 2 shots)

Though the Technologu Department ends up making another prototype when a certain lazy-gaming Captain finds out about the prototypes.

He refuses to let Mr. Bowl Cut Hair Fox Eyes ( his words not mine) one up him due to a new weapon ( and is a bit jealous he gets a shiny new weapon)

So his prototype is a Bayonet with the blade being outlined and tipped with Nergigante's spike

A very interesting trail run which will hopefully help when the eventual Daikaiju comes into there Smithing Department.

Marked for spoilers!

Oh Narumi would absolutely bitch up a storm upon finding out about the new weapons. He's gonna try to outbeat Hoshina as the man with those Airblades are excelling fair than the bayonet. (Vice Captain has the advantage of seeing the actual monster in battle.) Like catching Rider who doesn't follow suit when Kafka gets captured by the Defense Force. (They have a bad feeling something is gonna happen there that requires them to be free.*looks at a certain old goat*)

These weapons will potentially inflict Monster Hunter statuses such as Bleeding(Hoshina) and Waterblight(Mina). Latter is good for not only piercing tough kaiju hide but weakening so other officers can do damage. Bleeding makes things hell for Regenerators since it saps away at their stamina even faster.

This is what happens when two different worlds of material collide.

[pastel-rights]

Rate your friends

oh this anon finally decided to come around [insert tracy happy here]

uhhh it'll be underneath the cut because it's gonna be. long as hell BWAHAHA apologizing ahead of time if I get sappy 😶‍🌫️

sap

sap

sapppp

Rina [ My first real internet friend 🫡]

RINAAA I see you. I see your art. I perceive you.

And, even if we don't talk as much as we used to in the past, you'll always be the first of many great people I've met. And, I really love and appreciate your presence in my life. Dare I say it was life-altering!!

Ocean, Shamia, Arella, and all your other ocs, I'm cradling them in the palms on my hands so so lovingly. I have so many things I need to tell you to be honest !! But goddamnit I have work every night so I'm always busy doing something wahhhh

Anyways.

New Shamia reference when? I need to draw her and her blonde bitchass dog [ jack ] again they're so funny and I miss them 😭

Blue [ My lifelong irl to internet friend ]

From an IRL friend to now an online friend, we just can't get rid of each other. You're so cool...

You don't use tumblr so, I won't talk much further... but I do appreciate you. And all your silly Itto shrine moments.

Tae [ My Beloved Wife 🫶🏼]

She's the Cro to my Lee.

The Shuichi to my Kaede.

The President Barbie to my Stereotypical Barbie.

The Kafka to my Bladie [ unfortunately /lh ]

Theeeee Raiden Ei to my Yae Mikooooo.

My wife is many things to me!! I really really love your art and your writing, and you're always so kind and funny and I just wanna grrrrr I just want to hold all your ocs and all your muses so close I love them all 😭😭😭

although

YOU.

YOU

FUCKING

ASSHOLE /lh

THAT ORPHY EDIT. THOSE KAFKA BLADIE EDITS. THAT PEACE AND FRIENDSHIP TRIO EDIT. TRYING TO GASLIGHT ME INTO THINKING EVERYONE ELSE ISNT REAL. THE MURDER. THE KIDNAPPING. THE DART. THE FUCKING DART. OUGHHHHHHHHH

I HOPE YOU FALL THROUGH THE SKY, JOHN. KER-FUCKING-SPLAT, BITCH. I think you've driven me insane. A little bit.

But.

We're so good we are so good. Don't even WORRY about it.

Sam [ My Infamous Brother-in-Tumblr Law ]

Sam you're so. /pos

I think the Immortalpheus AU has permanently altered my perception on life.

Your writing is. well. it's painful /pos

You're so cryptic and really funny yet you and your sister make me say some weird shit during work. Like the uno cards and the Dazai shenanigans and Immortalpheus moments and whenever you drop some life shattering fics and shit you drop on others.

Crazy.

You're a very nice and fun person, all jokes aside!! You're very cool and very amazing and a delight to game with and just fun to be around??? your AU lore and your bots and everything is just so.

mwah

good friend good friend!!

french /j

Piano Immortalpheus forever immortalized isn’t that funny

Navi [ My detective in arms ]

NAVI.

OUGH.

THOSE VERITY JOURNAL ENTIRIES.

IM SO.

OUGHHHHHHH

Your art and your way of expressing your characters and your son in your writing are just soooo good I rotate them in my head so often.

Whenever I see you posting about your crimes to Tumblr, I simply giggle. Get em, Navi!!

We don't talk very often but like. I'd love to talk more. plot. commit shenanigans. heart hands.

Fifi [ fucking fifi /lh ]

I want to clasp my hands around your neck and rattle you violently /lh /pos

How are we friends /lh

We've been friends so long, it's kind of insane??? I remember first talking to you during Amy's opening event and everything just sort of spiraled from there... and every day with you is. an experience!! /pos

Still waiting for the Tower Bifty interaction fr fr [ they try to murder each other within the first five replies /j ]

Carrie [ my favorite mike enjoyer ]

CARRRIEEEEE

Number One Mike enthusiast the real Mike enjoyer.

Im always so giddy whenever you occasionally message me, even if it's just to check on me or show me how you torment Sam /lh and your writing and way of interpreting differing IDV characters and skins is so good??? I love reading them they make me so giggly.

Overall 10/10 friend would ramble to given the chance

Pins [ my boss /ih ]

MAFIA FISHHHHHHHHHH

stunning

beautiful

talented

pink enthusiast

My actual best friend, dare i say the bestest friend in the world???? every moment I spend with you is a blissful and amazing moment, and you've been through so much with me and the fact you stayed throughout it all????

I'm just... really glad you chose to stick with me this long. I can be a very abrasive and impulsive person, and yet you care for me, even with all my flaws and I think that just... says a lot about you.

You're the Jade to my Chiaki.

The Rook to my Epel.

The Deuce to my Ace!

Also your art just solos everything I glow whenever I see it

Skye [ my twst buddy !! ]

Grabs you

Holds you

Rattles you

Is friend.

Is friend shaped.

Approved /lh

Four [ floyd kinnie moment ]

Stop tormenting me with the take a break floyds you SCARE me

Never will be over the fucking

Ghostbusters Floyd edit

I flex my Beans Floyd in memory of you

You’re not dead I think you’re just somewhere in the distance squeezing someone like your life depends on it

10/10 friend when we ignore the four imposed breaks /j

Beth [ my favorite aesop and naib enjoyer ]

You.

Holds you gently.

The Aesop player

The Panda Naib haver.

The beloved

The silly.

✨ Beth ✨

Your art? Immaculate. I such a adoration for your art, and whenever I’m able to catch your drawing streams??? I’m just in awe!! Your colors and outfit inspirations are just so cute so nice so well done???

You’re so. You’re so cool uwahhh

MarioGuy [ where do you keep coming from I know damn well it isn't the door /lh ]

I feel like you kind of just break into my house sometimes and make yourself known before randomly disappearing through a non existent back door /pos

You’re a delight to be around!! Every match with you is a bit. It’s uhm. Something!! /lh

Please stop breaking into my home

Rice [ i occasionally remember that Mi Bianca thing and cry a little ]

Every time I see you pop up in my notifications I just smile and giggle.

We don’t talk often but you’re just so cool and awesome and your muses are so funky fresh and your art is so good and ????

Yeah.

Klai [ you. ]

You.

Chaos gremlin.

You never learn.

But you’re funny so I guess it’s okay.

Your art is so. It’s like a shiny gem 💎 and I WANT it. Holding it hostage.

My precious friend’s doodles.

Never trusting you to prime a cipher though. No hard feelings /lh

10/10 friend!! 0/10 decoder though /j

Orange [ ORANGEEEE my favorite chaos gremlin ]

ORANGEEEEE 🍊

So funny

So talented

So cool

So so cool

Your art is so good, you’re so funny and talented and a wonder to talk to. Your ideas are so creative so unique and yet so unequivocally you and I just…

I love it!!

Orange stop being so cool /j

Clown [ the greatest step-parent on the scene!! ]

This is utter insanity Clown you can’t be EVERY MUSE’S step parents there has to be a LIMIT!!!

A LINE in the SAND!!!!

Clown PLEASEEE

But also your art.

I’ve talked so much about everyone’s art

Yours reminds me of the feeling of waking up on a snow day and realizing school is canceled.

It’s always such a delight to see!!

And while every time you open your mouth, I get a little more worried about you, you’re so so cool /lh

Lupi [ you. x2 ]

imagine arson? imagine it no more im approaching your house at rapidly increasing speeds with my hello kitty lighter /j

Sleepy [ 🫡 ]

Sleepy!! 🫂 so cool,,, you’re so cool,,, /pos

Emma [ Sorry. Only one monster lover can exist in this server peacefully. GET EM. - emma ]

The caption says it all.

Also Tatya stop accidentally seducing all the muses or nearly getting stabbed or exploded or hypnotized you are worrying the GIRLIES! /lh

Al [ you have the vibes of the drunk wine family member in a /pos way ]

I don’t talk to you often but whenever you come around, it makes me so giggly. You’re very funny and your art slaps!!

Joe [ joe the silliest ]

JOE

Joe

Joe!

Your art? Funky fresh.

The lore? So interesting I love the little snippets I see floating around.

You’re so creative

Your Embrace is so funny they scream sacrificial lamb uncle who’s kind of fun at parties /lh

They’ve also got a really nice and warm personality, chaotic yet chill and relatable.

Kind of reminds me of Sam but without the entities 🫶🏼

Nakki [ you. x3 ]

Grabs you like a squeaky toy

That’s it that’s everything tbh

Kory, Boris, Brian [ and the rest of the McMun's Hut /lh ]

And this goes out to all my friends and acquaintances in the McMun’s hut! What is wrong with all of you /pos/lh (except you Boris, you’re an Angel)

Everyone there is super chill and super nice, and they’re a lot of fun to be around. So many differing personalities yet it’s always a vibe somehow.

[crguang]

what's a pet peeve that you have when you read x kafka fics? and which part of her character do you think a lot of writers mischaracterize?

i think if i was asked this months ago i’d have a bullet point list of stuff to talk about but now i havent read a kafka fic in a minute 😭 i went in the tag just now and it’s so dry like are yall starving?!?!? i would say though the last thing i complained about was kafka acting like a college frat boy in smut fics sometimes but thats more of a fic writing issue than a kafka issue i suppose. she also starts speaking in a southern accent all of a sudden and its such a whiplash lol. what will make me click off a kafka fic is if i go “she would not say thatttt” more than 3 times and it’s often because she’s too emotional and will use a pet name every sentence😭 i think that’s the side of her character that’s mischaracterized the most, she’s sometimes written as such a sap that i gotta be like “enough” lmfao. i think there’s always a bias when writing fics since its self-indulgent so others might just want her to be that way and that’s fine but she isnt ghddshfs i consider her soft but in her own guarded way, i personally dont think “i love you” and such comes easy to her but that’s a headcanon

yall should tell me your pet peeves im more of a writer than a reader these days i havent read a proper one in ages. kinda miss how giggly they make me

[helluvaslut]

"Damn, does this mean they can track me? God please tell me they can't." The anon asked Chase, hoping he wouldn't spend his whole time running.

Chase : “Sooner or later they’ll get bored and either some other poor sap or fuck each other. But man to run into not only Kafka, but also scathach and Esdeath? . You must’ve done something to have Megumi call those two out from their slumber. For now I have a clone disguised as you take your place. That should keep them busy long enough for us to move around.”

[ericvanderburg]

CERT-In Vulnerability Note Highlights Critical Security Risks in Ivanti, Trend Micro, Apache Kafka, and SAP Products

http://securitytc.com/TLQXzK

[appitsoftware]

InsightGen AI Services by Appit: Unlock Real-Time Business Intelligence

Redefining Data-Driven Decision Making in the AI Era

In today’s hyperconnected and competitive environment, businesses can no longer rely on static reports or delayed analytics. The need for real-time insights, predictive intelligence, and data democratization is more critical than ever. Enter InsightGen AI Services by Appit—a cutting-edge solution designed to empower organizations with instant, actionable business intelligence powered by artificial intelligence and machine learning.

With InsightGen, Appit is revolutionizing how businesses understand data, forecast outcomes, and make mission-critical decisions—in real time.

What Is InsightGen AI?

InsightGen AI is a next-gen platform developed by Appit that enables businesses to extract deeper, smarter, and faster insights from structured and unstructured data. Unlike traditional BI tools, InsightGen combines AI-driven analytics, real-time data processing, and intuitive visualization dashboards to give decision-makers an always-on, intelligent pulse of their organization.

🧠 Core Capabilities:

Real-time analytics and dashboards

Predictive modeling and forecasting

Natural language query interface (NLQ)

AI-powered anomaly detection

Automated data storytelling and alerts

Integration with ERPs, CRMs, data lakes & cloud platforms

Why InsightGen Matters in 2025 and Beyond

⏱️ Real-Time Decision Making

In a world where trends shift by the minute, InsightGen enables organizations to act on data as it happens, not after it’s too late.

🔮 Predict the Future with Confidence

With built-in ML models, users can accurately forecast sales, churn, demand, and risk, allowing leadership to prepare for future scenarios with data-backed confidence.

🌐 Unify Data Across Sources

From siloed systems to cloud-native environments, InsightGen ingests data from various sources—SAP, Oracle, Salesforce, AWS, Azure, and more—to present a single source of truth.

💬 Ask Questions in Plain English

With Natural Language Query capabilities, even non-technical users can ask questions like "What was our top-selling product last quarter?" and receive instant visual answers.

🔔 Instant Alerts and Automation

InsightGen detects outliers, anomalies, and trends in real-time and sends automated alerts—preventing costly delays and enabling proactive actions.

Use Cases: Driving Intelligence Across Industries

🛒 Retail & eCommerce

Track inventory and sales in real time

Analyze customer buying behavior and personalize offers

Forecast seasonal demand with AI models

🏭 Manufacturing

Monitor production KPIs in real-time

Predict equipment failure using predictive maintenance AI

Optimize supply chain operations and reduce downtime

💼 Financial Services

Real-time fraud detection and transaction monitoring

Investment performance analytics

Compliance tracking and risk forecasting

🧬 Healthcare

Patient data analysis and treatment outcome prediction

Hospital resource planning and optimization

Monitor patient flow and emergency response trends

🎓 Education

Analyze student performance and dropout risks

Real-time reporting on admissions and operations

Personalized learning analytics for better outcomes

Security, Scalability, and Compliance

Appit designed InsightGen AI with enterprise-grade architecture, offering:

🔐 Role-based access control and end-to-end encryption

☁️ Cloud, on-prem, and hybrid deployment options

📊 Support for GDPR, HIPAA, CCPA, and other data regulations

⚙️ Auto-scaling and high availability infrastructure

InsightGen ensures that your data is safe, compliant, and available—always.

The Technology Behind InsightGen AI

InsightGen is built using a powerful technology stack including:

AI/ML Engines: TensorFlow, PyTorch, Scikit-learn

Data Platforms: Apache Kafka, Snowflake, Google BigQuery, Redshift

Visualization Tools: Custom dashboards, embedded BI, Power BI integration

Integration APIs: RESTful services, JSON, XML, Webhooks

AI Assistants: Integrated chat support for querying reports and insights

Case Study: Fortune 500 Firm Unlocks $12M in Cost Savings

Client: Global logistics and warehousing company Challenge: Disconnected data systems, slow insights, reactive decision-making Solution: Appit deployed InsightGen AI with real-time inventory tracking, predictive maintenance alerts, and automated KPI reporting. Results:

📉 $12M saved in operational inefficiencies

📊 65% faster decision cycles

🔄 90% automation of manual reporting

�� 40% improvement in customer SLA compliance

Getting Started with InsightGen AI Services

Whether you're a mid-sized enterprise or a Fortune 1000 company, InsightGen is scalable to meet your analytics maturity level. Appit offers end-to-end support from:

Data strategy and planning

Deployment and integration

Custom dashboard design

AI model training and tuning

Ongoing analytics support and optimization

Why Choose Appit for AI-Powered Business Intelligence?

✅ Decade-long expertise in enterprise software and AI

✅ Tailored analytics solutions for multiple industries

✅ Fast deployment with low-code/no-code customization options

✅ 24/7 support and continuous model refinement

✅ Trusted by leading organizations worldwide

With InsightGen AI, you’re not just collecting data—you’re unlocking real-time, business-changing intelligence.

The Future Is Now: Make Smarter Decisions with InsightGen

In 2025, businesses that react fast, predict accurately, and personalize effectively will win. InsightGen AI by Appit delivers the intelligence layer your enterprise needs to stay ahead of the curve.

Don’t let your data gather dust. Activate it. Understand it. Act on it.

[java-highlight]

Java Được Sử Dụng Để Làm Gì? Các Ứng Dụng Phổ Biến Của Java

tháng 5 02, 2025

 Java là một trong những ngôn ngữ lập trình phổ biến nhất trên thế giới, được sử dụng rộng rãi trong nhiều lĩnh vực nhờ vào tính linh hoạt, ổn định và khả năng chạy trên đa nền tảng. Với câu hỏi “Java được sử dụng để làm gì?”, bài viết này sẽ giải đáp chi tiết về các ứng dụng thực tiễn của Java và lý do vì sao nó vẫn giữ vững vị thế trong ngành công nghệ. 

Java Là Gì?

Java là một ngôn ngữ lập trình hướng đối tượng, được phát triển bởi Sun Microsystems (nay thuộc Oracle) vào năm 1995. Điểm nổi bật của Java là khả năng “viết một lần, chạy mọi nơi” (Write Once, Run Anywhere - WORA), nhờ vào Máy ảo Java (JVM). JVM cho phép mã Java chạy trên nhiều thiết bị và hệ điều hành khác nhau như Windows, macOS, Linux, và cả các thiết bị di động.

Với cú pháp đơn giản, tính bảo mật cao và cộng đồng lập trình viên đông đảo, Java đã trở thành lựa chọn hàng đầu cho nhiều dự án công nghệ lớn nhỏ. Vậy cụ thể Java được sử dụng để làm gì? Hãy cùng khám phá các ứng dụng phổ biến của nó.

Các Ứng Dụng Phổ Biến Của Java

1. Phát Triển Ứng Dụng Web

Java được sử dụng rộng rãi để xây dựng các ứng dụng web mạnh mẽ và an toàn. Các framework như Spring, Hibernate, và JavaServer Faces (JSF) giúp lập trình viên tạo ra các trang web động, có khả năng xử lý lượng lớn người dùng. Nhiều trang web thương mại điện tử, ngân hàng trực tuyến và hệ thống quản lý nội dung (CMS) sử dụng Java để đảm bảo hiệu suất và bảo mật.

Ví dụ, các công ty như Amazon và eBay sử dụng Java trong các hệ thống backend của họ để xử lý giao dịch và quản lý dữ liệu.

Phát triển ứng dụng web

2. Phát Triển Ứng Dụng Di Động

Java là nền tảng cốt lõi cho việc phát triển ứng dụng Android. Với Android SDK (Software Development Kit) và các công cụ như Android Studio, lập trình viên có thể tạo ra các ứng dụng di động phong phú về tính năng, từ trò chơi đến ứng dụng doanh nghiệp. Gần như mọi ứng dụng Android trên Google Play Store đều có sự hiện diện của Java hoặc các ngôn ngữ tương thích như Kotlin.

Ứng dụng Android

3. Ứng Dụng Doanh Nghiệp (Enterprise Applications)

Java là lựa chọn hàng đầu cho các ứng dụng doanh nghiệp quy mô lớn, chẳng hạn như hệ thống quản lý nguồn lực doanh nghiệp (ERP), quản lý quan hệ khách hàng (CRM), và các phần mềm ngân hàng. Java EE (Enterprise Edition) cung cấp các công cụ mạnh mẽ để xây dựng các hệ thống phức tạp, có khả năng mở rộng và bảo mật cao.

Các công ty như Oracle, IBM, và SAP sử dụng Java để phát triển các giải pháp doanh nghiệp, giúp tối ưu hóa quy trình kinh doanh và quản lý dữ liệu.

Hệ thống ERP

4. Ứng Dụng Big Data

Trong thời đại dữ liệu lớn, Java đóng vai trò quan trọng trong việc xử lý và phân tích dữ liệu. Các công cụ như Apache Hadoop, Apache Spark, và Apache Kafka được viết bằng Java, hỗ trợ các tổ chức xử lý khối lượng dữ liệu khổng lồ một cách hiệu quả. Java cung cấp tốc độ và độ tin cậy cần thiết cho các ứng dụng Big Data.

Big Data

5. Phát Triển Trò Chơi

Mặc dù không phổ biến như C++ trong lĩnh vực game, Java vẫn được sử dụng để phát triển trò chơi, đặc biệt là các trò chơi di động và trò chơi dựa trên trình duyệt. Minecraft, một trong những trò chơi nổi tiếng nhất thế giới, được viết bằng Java, chứng minh khả năng của ngôn ngữ này trong việc tạo ra các trải nghiệm giải trí hấp dẫn.

Trò chơi Minecraft 

6. Ứng Dụng IoT (Internet of Things)

Với sự phát triển của Internet vạn vật (IoT), Java được sử dụng để xây dựng các ứng dụng điều khiển thiết bị thông minh, từ nhà thông minh đến thiết bị y tế. Java cung cấp các thư viện như Eclipse IoT và Java ME (Micro Edition) để phát triển các ứng dụng IoT nhẹ và hiệu quả.

Hệ thống nhà thông minh hoặc thiết bị IoT

Tại Sao Java Phổ Biến?

Đa nền tảng: Nhờ JVM, Java hoạt động trên hầu hết các thiết bị và hệ điều hành.

Bảo mật cao: Java có các cơ chế bảo mật tích hợp, giảm thiểu rủi ro tấn công mạng.

Cộng đồng lớn: Với hàng triệu lập trình viên trên toàn cầu, Java có nguồn tài nguyên học tập và hỗ trợ phong phú.

Thư viện phong phú: Java cung cấp hàng ngàn thư viện và framework, giúp tăng tốc quá trình phát triển.

 Biểu đồ so sánh các ngôn ngữ lập trình phổ biến

Kết Luận

Java là một ngôn ngữ lập trình mạnh mẽ, linh hoạt và được ứng dụng trong nhiều lĩnh vực, từ phát triển ứng dụng web, ứng dụng di động, doanh nghiệp, Big Data, đến IoT và trò chơi. Với khả năng đa nền tảng, tính bảo mật cao và cộng đồng hỗ trợ mạnh mẽ, Java sẽ tiếp tục là một trong những công cụ quan trọng trong ngành công nghệ. Hy vọng bài viết này đã giúp bạn trả lời câu hỏi “Java được sử dụng để làm gì?” và cung cấp cái nhìn toàn diện về các ứng dụng của nó.

Nếu bạn đang tìm kiếm một ngôn ngữ lập trình để bắt đầu, hãy cân nhắc học Java để mở ra cơ hội trong nhiều lĩnh vực công nghệ!Các lĩnh vực ứng dụng của Java

Java Được Sử Dụng Để Làm Gì? Khám Phá Những Ứng Dụng Phổ Biến Của Java Trong Thực Tế Từ phát triển ứng dụng web, phần mềm di động, đến hệ thống nhúng và trí tuệ nhân tạo – Java là lựa chọn hàng đầu cho hàng triệu lập trình viên. 🌐 Tìm hiểu chi tiết tại: Java Highlight

[differenttimemachinecrusade]

Hadoop Big Data Analytics Market Demand, Key Trends, and Future Projections 2032

The Hadoop Big Data Analytics Market size was valued at USD 11.22 billion in 2023 and is expected to Reach USD 62.86 billion by 2032 and grow at a CAGR of 21.11% over the forecast period of 2024-2032

The Hadoop Big Data Analytics market is expanding rapidly as businesses increasingly rely on data-driven decision-making. With the exponential growth of structured and unstructured data, organizations seek scalable and cost-effective solutions to process and analyze vast datasets. Hadoop has emerged as a key technology, offering distributed computing capabilities to manage big data efficiently.

The Hadoop Big Data Analytics market continues to thrive as industries recognize its potential to enhance operational efficiency, customer insights, and business intelligence. Companies across sectors such as healthcare, finance, retail, and manufacturing are leveraging Hadoop’s open-source framework to extract meaningful patterns from massive datasets. As data volumes continue to grow, businesses are investing in Hadoop-powered analytics to gain a competitive edge and drive innovation.

Get Sample Copy of This Report: https://www.snsinsider.com/sample-request/3517 

Market Keyplayers:

Cloudera Inc. (Cloudera Data Platform)

Hortonworks, Inc. (Hortonworks Data Platform)

Hadapt, Inc. (Hadapt)

Amazon Web Services LLC (Amazon EMR)

Outerthought (Outerthought Hadoop)

MapR Technologies, Inc. (MapR Converged Data Platform)

Platform Computing (Platform Symphony)

Karmasphere, Inc. (Karmasphere Analytics)

Greenplum, Inc. (Greenplum Database)

Hstreaming LLC (Hstreaming)

Pentaho Corporation (Pentaho Data Integration)

Zettaset, Inc. (Zettaset Orchestrator)

IBM Corporation (IBM BigInsights)

Microsoft Corporation (Azure HDInsight)

Teradata Corporation (Teradata Analytics Platform)

SAP SE (SAP HANA)

Oracle Corporation (Oracle Big Data Appliance)

Dell Technologies (Dell EMC Isilon)

SAS Institute Inc. (SAS Viya)

Qlik Technologies (Qlik Sense)

Market Trends Driving Growth

1. Increasing Adoption of AI and Machine Learning

Hadoop is being widely integrated with AI and machine learning models to process complex data structures, enabling predictive analytics and automation.

2. Growth in Cloud-Based Hadoop Solutions

The demand for cloud-based Hadoop solutions is rising as businesses look for flexible, scalable, and cost-effective data management options. Leading cloud providers are offering Hadoop-as-a-Service (HaaS) to simplify deployment.

3. Real-Time Data Processing and Streaming Analytics

Organizations are increasingly focusing on real-time data analysis for instant decision-making, leading to the adoption of Hadoop-powered stream processing frameworks like Apache Kafka and Spark.

4. Industry-Specific Hadoop Implementations

Sectors like banking, healthcare, and retail are implementing Hadoop to enhance fraud detection, patient care analytics, and customer behavior analysis, respectively.

5. Growing Demand for Data Security and Governance

With the rise in cybersecurity threats and data privacy regulations, businesses are adopting Hadoop for secure, compliant, and well-governed big data storage and processing.

Enquiry of This Report: https://www.snsinsider.com/enquiry/3517 

Market Segmentation:

By Component

Software

Services

By Application

Risk & Fraud Analytics

Internet of Things (IoT)

Customer Analytics

Security Intelligence

Distributed Coordination Service

Merchandising Coordination Service

Merchandising & Supply Chain Analytics

Others

By End-User

BFSI

IT & Telecommunication

Retail

Government & Defense

Manufacturing

Transportation & Logistics

Healthcare

Others

Market Analysis and Current Landscape

Surging data volumes from IoT, social media, and enterprise applications.

Growing enterprise investment in big data infrastructure.

Advancements in cloud computing, making Hadoop deployments more accessible.

Rising need for cost-effective and scalable data storage solutions.

Challenges such as Hadoop’s complex deployment, data security concerns, and the need for skilled professionals persist. However, innovations in automation, cloud integration, and managed Hadoop services are addressing these issues.

Future Prospects: What Lies Ahead?

1. Advancements in Edge Computing and IoT Analytics

Hadoop is expected to play a key role in processing data from IoT devices at the edge, reducing latency and improving real-time insights.

2. Expansion of Hadoop in Small and Medium Enterprises (SMEs)

As Hadoop-as-a-Service gains popularity, more SMEs will adopt big data analytics without the need for large-scale infrastructure investments.

3. Enhanced Integration with Blockchain Technology

Hadoop and blockchain integration will help improve data security, traceability, and regulatory compliance in industries like finance and healthcare.

4. Automation and No-Code Hadoop Solutions

The emergence of no-code and low-code platforms will simplify Hadoop deployments, making big data analytics more accessible to non-technical users.

5. Continued Growth in Hybrid and Multi-Cloud Hadoop Deployments

Organizations will increasingly adopt hybrid cloud and multi-cloud strategies, leveraging Hadoop for seamless data processing across different cloud environments.

Access Complete Report: https://www.snsinsider.com/reports/hadoop-big-data-analytics-market-3517 

Conclusion

The Hadoop Big Data Analytics market is poised for sustained growth as businesses continue to harness big data for strategic decision-making. With advancements in AI, cloud computing, and security frameworks, Hadoop’s role in enterprise data analytics will only strengthen. Companies investing in scalable and innovative Hadoop solutions will be well-positioned to unlock new insights, improve efficiency, and drive digital transformation in the data-driven era.

About Us:

SNS Insider is one of the leading market research and consulting agencies that dominates the market research industry globally. Our company's aim is to give clients the knowledge they require in order to function in changing circumstances. In order to give you current, accurate market data, consumer insights, and opinions so that you can make decisions with confidence, we employ a variety of techniques, including surveys, video talks, and focus groups around the world.

Contact Us:

Jagney Dave - Vice President of Client Engagement

Phone: +1-315 636 4242 (US) | +44- 20 3290 5010 (UK)

[sonicasura]

Mutual feelings, yet neither dare to change things. Daiki, Mina, Okonogi and all their other friends has to step in and get things moving. Just at a terrible timing as Soshiro finaly tries when the main events starts. And we know how hectic that has been.

Okonogi would not be the only rolling her eyes. Mina, Bakko and her own kaiju would too. Also, I think Soshrio would also send his uncles through the wall then just stare. But that may only happen if they suggested something far worse.

Speaking of which, Okonogi's kaiju is a rare type of kaiju thats more specialized towards support and healing then fighting. It takes the form of a plant humaniod kaiju form, though not taking the typical female form. Its actually gender natural despite taking the form similare to a mannequin, without the obvious signs of being either female or male that is. It also sports a 'hair' made out of rose petals and thorns, thats goes as far down to the ankles. It also has small translucent butterfly wings on its back. It can't fly but can float when needed.

It also sports very small mushrooms around it body, very randomly placed. These mushrooms are its only way to attack and defend as the mushrooms let out spoors that can cause some very painful and harmful effects when inhaled or touch bare skin.

Special butterflies lives in it hair, grown from its own body, that can heal wounds. The butterflies are actually small spirits that lives on a specuial nectar and sap that Sage produce inside its body. Yes their name is Sage, I could not stop myself. Said nectar and sap has healing properties that puts most spirit medicine to shame. Never mind what the humans have. The butterflies can heal anything from a light scratch to even missing limbs or organs.

Which is really good cause Mina and the others are going to need that healing when the final battle happens. And Mina needs to properly unleash Kafka. Theres a major drawback with the ability of being able to supress Kafka's ture power when it needs to be unsealed. Can you guess what that would be Sonic?

Soshiro would toss them through a wall but that most likely cause a fight too, lol. Man doesn't want to stay any longer after their crude ass advice. The girls nor Bakko don't blame him either.

Okonogi would be in the support role because she really isn't a fighter. The only way I see her fighting is with an autonomous mech and hidden away from said robot. A support healer type kaiju suits Okonogi just as well.

I imagine the drawback is a more intense version of the suit overheat. Like that power is gonna come out full force than a steady drip.

[technorucs]

Workflow Automation: A Technical Guide to Streamlining Business Processes

In an era where digital transformation is crucial for business success, workflow automation has emerged as a key strategy to enhance efficiency, eliminate manual errors, and optimize processes. This guide provides an in-depth technical understanding of automating workflows, explores the architecture of automation tools like Power Automate workflow, and highlights the benefits of workflow automation from a technical perspective.

What is Workflow Automation?

Workflow automation is the process of using software to define, execute, and manage business processes automatically. These processes consist of a sequence of tasks, rules, and conditions that dictate how data flows across systems. The goal is to reduce human intervention, improve speed, and ensure process consistency.

Automation can be applied to various workflows, including:

Document Management – Automating approvals, storage, and retrieval.

Customer Relationship Management (CRM) – Auto-updating customer data, triggering notifications, and assigning tasks.

IT Operations – Automating system monitoring, log analysis, and incident responses.

Financial Processes – Invoice processing, payment reconciliations, and fraud detection.

Key Components of Workflow Automation

A typical workflow automation system consists of:

Trigger Events – Initiate automation based on user actions (e.g., form submission, email receipt) or system changes (e.g., new database entry).

Condition Logic – Defines rules using conditional statements (IF-THEN-ELSE) to determine workflow execution.

Actions and Tasks – The automated steps executed (e.g., sending emails, updating records, triggering API calls).

Integrations – Connections with third-party applications and APIs for data exchange.

Logging and Monitoring – Capturing logs for debugging, performance monitoring, and compliance tracking.

Technical Benefits of Workflow Automation

1. API-Driven Workflows

Modern automation tools rely on RESTful APIs to integrate with external applications. For example, Microsoft Power Automate workflow uses connectors to interact with services like SharePoint, Salesforce, and SAP.

2. Event-Driven Architecture

Automation platforms support event-driven models, allowing workflows to respond to real-time changes. Technologies like AWS Lambda, Azure Logic Apps, and Kafka enable scalable automation based on event triggers.

3. RPA and AI Integration

Robotic Process Automation (RPA) enhances traditional automation by using AI-powered bots to handle tasks like document scanning, data extraction, and decision-making. AI-based automation tools leverage:

Optical Character Recognition (OCR) for processing scanned documents.

Natural Language Processing (NLP) for sentiment analysis in customer feedback.

Machine Learning (ML) for predictive analytics in workflow decision-making.

4. Security and Compliance Considerations

When implementing automating workflows, businesses must ensure:

Role-Based Access Control (RBAC) – Ensures only authorized users can modify automation rules.

Audit Trails – Logs all workflow activities for compliance and troubleshooting.

Data Encryption – Protects sensitive information during automation.

5. Serverless Automation

Serverless computing platforms like AWS Step Functions and Azure Logic Apps enable serverless workflow execution, reducing infrastructure costs while improving scalability.

How to Implement Workflow Automation?

Step 1: Process Identification

Identify repetitive and rule-based processes suitable for automation. Use process mining tools like Celonis or UIPath Process Mining to analyze workflows.

Step 2: Selecting the Right Automation Platform

Choose a tool based on business requirements:

Microsoft Power Automate workflow – Best for enterprises using Microsoft 365.

Zapier – Ideal for no-code integrations between cloud apps.

UiPath, Blue Prism – Suitable for RPA-based automation.

Step 3: Workflow Design & Configuration

Define triggers (e.g., email receipt, API call).

Configure actions (e.g., database updates, message notifications).

Set conditions (e.g., decision logic, approval steps).

Step 4: Integration with Enterprise Systems

Use APIs, Webhooks, and middleware (e.g., Mulesoft, Apache Kafka) to connect automated workflows with CRM, ERP, and HRMS systems.

Step 5: Testing & Deployment

Unit Testing – Validate each step of the workflow.

Integration Testing – Ensure proper data exchange across systems.

Performance Testing – Assess automation speed and efficiency.

Step 6: Monitoring and Optimization

Utilize monitoring tools like Splunk, ELK Stack, or Azure Monitor to analyze workflow performance and optimize automation rules.

Future of Workflow Automation

Hyperautomation – The combination of RPA, AI, and ML for end-to-end business process automation.

Blockchain for Workflow Security – Smart contracts ensuring transparent and tamper-proof workflows.

Edge Computing in Automation – Bringing automation closer to IoT devices for real-time decision-making.

Conclusion

Workflow automation is revolutionizing business operations by enabling intelligent, data-driven decision-making. Leveraging automating workflows through tools like Power Automate workflow, businesses can achieve greater efficiency, accuracy, and scalability. The benefits of workflow automation extend beyond cost savings, impacting compliance, security, and business agility.

Investing in the right automation technology will ensure a future-proof and competitive business environment. Start implementing workflow automation today to drive innovation and efficiency!

[codingguru123]

How Java Powers Enterprise Applications: A Look at Industry Use Cases

Java has been a cornerstone of enterprise software development for decades. With its platform independence, scalability, and robust security, it continues to be the go-to choice for businesses worldwide. From banking and healthcare to e-commerce and cloud computing, Java powers critical applications that drive global industries.

If you're looking to build a career in Java development, enrolling in Java classes in Pune at Fullstack Guru can give you the skills and expertise to thrive in this dynamic field. In this article, we’ll explore why Java is a favorite among enterprises and examine real-world use cases across industries.

Why Enterprises Choose Java

Enterprise applications demand high performance, security, and scalability. Here’s why Java excels in these areas:

Platform Independence

Java’s "Write Once, Run Anywhere" (WORA) philosophy allows businesses to develop applications that work across various platforms without modification. This reduces development costs and increases flexibility.

Scalability & Performance

Java can handle massive workloads, making it ideal for enterprise systems that process millions of transactions daily. Technologies like Java Virtual Machine (JVM) and Garbage Collection (GC) optimize performance, ensuring smooth execution.

Robust Security

Enterprises deal with sensitive data, and Java’s built-in security features—such as authentication, cryptography, and access control—help prevent vulnerabilities.

Rich Ecosystem & Frameworks

With frameworks like Spring, Hibernate, and Java EE, Java simplifies enterprise development, reducing coding effort while maintaining efficiency.

Strong Community Support

With millions of developers worldwide, Java has an active community that provides constant updates, security patches, and troubleshooting support.

Real-World Use Cases of Java in Enterprises

Banking & Financial Services

Example: HDFC Bank, Citibank, and PayPal

Banks require high-performance, secure, and scalable applications to process transactions and manage customer data. Java powers banking applications through frameworks like Spring Boot and Apache Kafka for real-time data processing.

Commerce & Retail

Example: Amazon, Flipkart, eBay

commerce giants rely on Java for handling millions of product listings, transactions, and user interactions. Java-based frameworks like Spring MVC and Hibernate help manage large databases and ensure seamless shopping experiences.

Healthcare & Medical Systems

Example: Electronic Health Records (EHR), Hospital Management Systems

Java is widely used in healthcare applications that manage patient records, billing systems, and telemedicine services. Its security features ensure compliance with regulations like HIPAA (Health Insurance Portability and Accountability Act).

Cloud Computing & Big Data

Example: Google Cloud, Amazon Web Services (AWS), Apache Hadoop

Cloud platforms and big data processing frameworks extensively use Java. Apache Spark and Hadoop—both written in Java—help businesses process vast amounts of data efficiently.

Telecommunications

Example: Vodafone, Airtel, Jio

Telecom providers use Java for network management, billing systems, and customer service applications. Java’s scalability allows telecom networks to handle billions of calls and messages daily.

Enterprise Resource Planning (ERP) Systems

Example: SAP, Oracle ERP

Java is at the heart of ERP solutions that integrate various business processes, from inventory management to payroll processing.

Automotive & Embedded Systems

Example: Tesla, BMW, Toyota

Modern cars rely on Java-based embedded systems for navigation, automation, and infotainment. Java’s portability ensures compatibility across different vehicle models.

Build a Career in Java with Fullstack Guru

The demand for skilled Java developers is at an all-time high. Whether you’re a beginner or an experienced programmer, learning Java from industry experts can set you on the path to a rewarding career.

At Fullstack Guru, we offer Java classes in Pune that cover:

✅ Core Java – OOPs concepts, exception handling, multi-threading

✅ Advanced Java – Servlets, JSP, JDBC, and RESTful web services

✅ Spring Framework – Spring Boot, Hibernate, Microservices

✅ Real-World Projects – Hands-on experience with enterprise applications

Why Choose Fullstack Guru?

✔ Industry-Experienced Trainers

✔ Live Project-Based Learning

✔ Placement Assistance with Top Companies

✔ Flexible Batches (Online & Offline)

Conclusion

Java continues to dominate the enterprise software landscape, powering critical applications across industries like banking, healthcare, and e-commerce. Its scalability, security, and strong ecosystem make it a reliable choice for businesses worldwide.

If you’re looking to build a successful career in Java development, now is the perfect time to start. Enroll in Java classes in Pune at Fullstack Guru and take the first step toward becoming an industry-ready Java developer!

[learning-code-ficusoft]

Explore how ADF integrates with Azure Synapse for big data processing.

How Azure Data Factory (ADF) Integrates with Azure Synapse for Big Data Processing 

Azure Data Factory (ADF) and Azure Synapse Analytics form a powerful combination for handling big data workloads in the cloud. 

ADF enables data ingestion, transformation, and orchestration, while Azure Synapse provides high-performance analytics and data warehousing. Their integration supports massive-scale data processing, making them ideal for big data applications like ETL pipelines, machine learning, and real-time analytics. Key Aspects of ADF and Azure Synapse Integration for Big Data Processing

Data Ingestion at Scale ADF acts as the ingestion layer, allowing seamless data movement into Azure Synapse from multiple structured and unstructured sources, including: Cloud Storage: Azure Blob Storage, Amazon S3, Google 

Cloud Storage On-Premises Databases: SQL Server, Oracle, MySQL, PostgreSQL Streaming Data Sources: Azure Event Hubs, IoT Hub, Kafka 

SaaS Applications: Salesforce, SAP, Google Analytics 🚀 ADF’s parallel processing capabilities and built-in connectors make ingestion highly scalable and efficient. 

2. Transforming Big Data with ETL/ELT ADF enables large-scale transformations using two primary approaches: ETL (Extract, Transform, Load): Data is transformed in ADF’s Mapping Data Flows before loading into Synapse. 

ELT (Extract, Load, Transform): Raw data is loaded into Synapse, where transformation occurs using SQL scripts or Apache Spark pools within Synapse. 

🔹 Use Case: Cleaning and aggregating billions of rows from multiple sources before running machine learning models. 

3. Scalable Data Processing with Azure Synapse Azure Synapse provides powerful data processing features: Dedicated SQL Pools: Optimized for high-performance queries on structured big data. 

Serverless SQL Pools: Enables ad-hoc queries without provisioning resources. 

Apache Spark Pools: Runs distributed big data workloads using Spark. 

💡 ADF pipelines can orchestrate Spark-based processing in Synapse for large-scale transformations. 

4. Automating and Orchestrating Data Pipelines ADF provides pipeline orchestration for complex workflows by: Automating data movement between storage and Synapse. 

Scheduling incremental or full data loads for efficiency. Integrating with Azure Functions, Databricks, and Logic Apps for extended capabilities. 

⚙️ Example: ADF can trigger data processing in Synapse when new files arrive in Azure Data Lake. 

5. Real-Time Big Data Processing ADF enables near real-time processing by: Capturing streaming data from sources like IoT devices and event hubs. Running incremental loads to process only new data. 

Using Change Data Capture (CDC) to track updates in large datasets. 

📊 Use Case: Ingesting IoT sensor data into Synapse for real-time analytics dashboards. 

6. Security & Compliance in Big Data Pipelines Data Encryption: Protects data at rest and in transit. 

Private Link & VNet Integration: Restricts data movement to private networks. 

Role-Based Access Control (RBAC): Manages permissions for users and applications.

 🔐 Example: ADF can use managed identity to securely connect to Synapse without storing credentials. 

Conclusion

 The integration of Azure Data Factory with Azure Synapse Analytics provides a scalable, secure, and automated approach to big data processing. 

By leveraging ADF for data ingestion and orchestration and Synapse for high-performance analytics, businesses can unlock real-time insights, streamline ETL workflows, and handle massive data volumes with ease.

WEBSITE: https://www.ficusoft.in/azure-data-factory-training-in-chennai/