#No-Code Pipelines
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Databricks Revolutionizes Data and AI Landscape with New Operational Database, Free Education, and No-Code Pipelines
San Francisco, CA – June 12, 2025 – Databricks, the pioneering Data and AI company, today unveiled a suite of transformative innovations at its Data + AI Summit, setting a new benchmark for how enterprises and individuals interact with data and artificial intelligence. The announcements include the launch of Lakebase, a groundbreaking operational database built for AI; a significant $100 million investment in global data and AI education coupled with the Databricks Free Edition; and the introduction of Lakeflow Designer, empowering data analysts to build production-grade pipelines without coding. These advancements underscore Databricks’ commitment to democratizing data and AI, accelerating innovation, and closing the critical talent gap in the industry.
Databricks Unveils Lakebase: A New Class of Operational Database for AI Apps and Agents
What is it?
Databricks announced the launch of Lakebase, a first-of-its-kind fully-managed Postgres database built for AI. This new operational database layer seamlessly integrates into the company’s Data Intelligence Platform, allowing developers and enterprises to build data applications and AI agents faster and more easily on a single multi-cloud platform. Lakebase is powered by Neon technology and is designed to unify analytics and operations by bringing operational data to the lakehouse, continuously autoscaling compute to support demanding agent workloads.
When is the Launch Planned?
Lakebase is now available in Public Preview, marking a significant step towards its full availability.
Who Introduced?
Ali Ghodsi, Co-founder and CEO of Databricks, introduced Lakebase, stating, “We’ve spent the past few years helping enterprises build AI apps and agents that can reason on their proprietary data with the Databricks Data Intelligence Platform. Now, with Lakebase, we’re creating a new category in the database market: a modern Postgres database, deeply integrated with the lakehouse and today’s development stacks.”
Why Does This Matter? Motivation: The Driving Forces Behind
Operational databases (OLTP) represent a $100-billion-plus market, yet their decades-old architecture struggles with the demands of modern, rapidly changing applications. They are often difficult to manage, expensive, and prone to vendor lock-in. AI introduces a new set of requirements: every data application, agent, recommendation, and automated workflow needs fast, reliable data at the speed and scale of AI agents. This necessitates the convergence of operational and analytical systems to reduce latency and provide real-time information for decision-making. Fortune 500 companies are ready to replace outdated systems, and Lakebase offers a solution built for the demands of the AI era.
Business Strategies
The launch of Lakebase is a strategic move to create a new category in the database market, emphasizing a modern Postgres database deeply integrated with the lakehouse and today’s development stacks. This strategy aims to empower developers to build faster, scale effortlessly, and deliver the next generation of intelligent applications, directly addressing the evolving needs of the AI era.
Key benefits of Lakebase include:
Separated compute and storage: Built on Neon technology, it offers independent scaling, low latency (<10 ms), high concurrency (>10K QPS), and high availability transactional needs.
Built on open source: Leveraging widely adopted Postgres with its rich ecosystem, ideal for workflows built on agents as all frontier LLMs have been trained on vast database system information.
Built for AI: Enables launch in under a second and pay-for-what-you-use pricing. Its unique branching capability allows low-risk development by creating copy-on-write database clones for developer testing and agent-based development.
Integrated with the lakehouse: Provides automatic data sync to and from lakehouse tables, an online feature store for model serving, and integration with Databricks Apps and Unity Catalog.
Enterprise ready: Fully managed by Databricks, based on hardened compute infrastructure, encrypted data at rest, and supports high availability, point-in-time recovery, and integration with Databricks enterprise features.
Lakebase Momentum
Digital leaders are already experiencing the value, with hundreds of enterprises having participated in the Private Preview. “At Heineken, our goal is to become the best-connected brewer. To do that, we needed a way to unify all of our datasets to accelerate the path from data to value,” stated Jelle Van Etten, Head of Global Data Platform at Heineken. Anjan Kundavaram, Chief Product Officer at Fivetran, added, “Lakebase removes the operational burden of managing transactional databases. Our customers can focus on building applications instead of worrying about provisioning, tuning and scaling.” David Menninger, Executive Director, ISG Software Research, highlighted that “By offering a Postgres-compatible, lakehouse-integrated system designed specifically for AI-native and analytical workloads, Databricks is giving customers a unified, developer-friendly stack that reduces complexity and accelerates innovation.”
Partner Ecosystem
A robust partner network, including Accenture, Airbyte, Alation, Fivetran, and many others, supports Lakebase customers in data integration, business intelligence, and governance.
Read More : Databricks Revolutionizes Data and AI Landscape with New Operational Database, Free Education, and No-Code Pipelines
#Databricks#Data & AI#Lakebase#Operational Database#AI Applications#Free AI Education#Lakeflow Designer#No-Code Pipelines#Data Engineering#Machine Learning#Data Cloud#AI Talent Gap
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I love you characters who try so hard to avoid becoming one specific thing that they end up becoming something arguably worse. I love you characters with backwards development. I love you characters whose ideals dissolve over time. I love you characters who start out bright-eyed and end their stories with several important pieces missing.
#tropes#rokuro okajima#black lagoon#lelouch vi britannia#lelouch lamperouge#suzaku kururugi#code geass#punpun onodera#goodnight punpun#oyasumi punpun#niragi suguru#alice in borderland#light yagami#death note#hajime to izuru pipeline#hajime hinata#izuru kamukura#danganronpa
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The KIY triplets human(ish) design hcs

#this looks like a beware of the pipeline diagram she they he#malevolent#john doe malevolent#faroeverse#jane doe malevolent#yellow malevolent#kiy malevolent#tw artistic nudity#serna art#they all have their fav shades of yellow the triplets are color coded
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fem reader, fluff, hurt/comfort, reader gets into a fight, this fits into the weirdo! shouto ficlet i wrote, older bro touya au, shouto's scar, kindaaa non neurotypical shouto hinted if you squint lol, shouto n reader are lil misfits, lemme know if i missed sum else !
"can i help you, young man ?"
"i hurt my knee."
you're laying in the nurses office when a familiar voice hits your ears.
"oh really ?" no verbal response but you assume there's a nod because the nurse continues "what happened ?" she sounds skeptical.
"i fell." the person, a boy, replies. the nurse sighs, complaining to herself about kids these days coming to the nurses office for every little thing. you're still pretending to be asleep, not wanting to go back to class yet because you know your classmates won't leave you alone. your face is turned away as you hear the office door shut and soon after there's shuffling in the bed next to you.
your eyes snap open and you turn to see a scarred boy looking right at you, blinking slowly.
"shouto !"
"hi." he answers simply. unmoving, he lays on his stomach. after getting over your shock you copy him. "what're you doing here ?" you ask. your friend blinks in response.
"i hurt my knee."
you look at him incredulously "what are you really doing here ?"
shouto lays quietly simply staring at you. he has a habit of doing that, you've heard your classmates call it weird, but you like when he looks at you. his eyes are pretty. his gaze trails off towards the sheets, "i wanted to come see you." he admits. your eyes widen and you feel your ears burn. shouto doesn't seem affected by his confession, his face as deadpan as it usually is.
"everyone is talking about you in class." your nose scrunches up at his words, huffing with a scowl. "what're they saying ?"
"that you won."
that makes your scowl shrink a bit. your eyebrows raise and you shuffle a bit on the bed and hum. shouto only stares. he isn't much of a talker. you've noticed it's because he just doesn't realise that you're supposed to keep making conversation when you're talking with someone. your classmate mahoro says it makes things awkward, but shouto has such kind eyes when he looks at you, you don't mind. and sometimes, you don't really feel like talking either.
"you didn't have to do that you know." is what he says after a while, you blink at him like you'd already forgotten and he continues. "you didn't have to push tanaka like that, it wasn't a big deal."
tanaka, just the mention of the boy's name is enough to make your scowl return full force.
he's one of your classmates that keeps making jokes that all his other friends laugh at that aren't even funny. he doesn't bother you much, but he's kind of a bully and he makes a face whenever you end up on his team for dodgeball. he makes sure you see it too.
you don't care about him much, because he doesn't bother you. but he bothers shouto. you think he does so because shouto doesn't care to confront him about it so he thinks he's stupid. but shouto's the smartest in your class. today though, he went too far and it made you mad, so you shoved him and he'd shoved you back and suddenly you were surrounded by a group of kids screaming in your ears. your face stung from where he'd hit you and then a teacher was pulling you away from him. then you'd ended up here.
shouto hadn't been coming to school for a bit a while ago and when he did come back he had a huge bandage over his left eye. you'd tried to ask him about it but he never told you. so you never pried, but you heard the (not so quiet) whispers from your classmates and shouto who never seemed like he cared, furrowed his brows and slightly clenched his fists underneath your shared desk whenever he'd hear them. and it got worse when he took the bandage off, revealing a big red blotchy scar.
shouto doesn't usually mind what people think, but he'd asked you if he looked ugly and you assured him that you thought he looked super cool. (you'd never seen his eyes so wide and shiny, so pretty.)
tanaka had disagreed with you though. he opened his big mouth and told shouto he looked better with his bandage on. and you'd snapped. you hated that stupid bandage because it'd make his usual face so gloomy. because you only got to see one of his kind eyes and you loved looking at both.
and so, here you were.
"he had it comin', he made fun of you !" you scowl, shouto's brows furrow the slightest bit as well, mildly irritated. "but you got in trouble."
"well, he made fun of you !" you repeat. you both stay unmoving, laying on your stomach while the nurse is out on lunch break. shouto's lips move up into a pout and for the first time ever you hear him huff.
"i wasn't mad about it. i was fine." he insists, his eyes drift towards his fingers picking at his sheets. "you got hurt because of me, and i don't like that." he mumbles sadly. his cheek smushed against the hard pillow makes him look like a little puppy. you hear your heart in your ears.
"well, i didn't just do it for you," you try, "tanaka's always pickin' on everyone, so i taught him a lesson." you huff. you believed you sounded convincing, but shouto looks anything but convinced. others can't see it well, but you can.
"but everyone's gonna think you did it for me. and they're gonna call you weird again," shouto grips and pulls at the white sheets, you're worried they'll rip off and he'll get in trouble. "even though you're not."
you don't care, you'd been called weird plenty of times at your old school. but shouto's bothered for you and your heart beats in your ears "do you think i'm weird ?" shouto quickly shakes his head, as best he can in the position he's in. your chest feels warm and you smile.
"then i don't care what everyone thinks."
the sound of sheets crinkling stops, and shouto stares at you again. he sits up to instead go sit down on your bed. you bring your legs closer to yourself to make space for him.
"i still don't want you to get hurt, even if it's not just for me." his pretty eyes, one surrounded by red zero on you " i don't like it."
shouto never seemed picky to you. except when it came to his lunch (which was always cold soba) and the order in which he started his day at school (first he changes his shoes, then he takes off his jacket and then went to sit in his seat. exactly like this every day.)
he never told you he particularly liked or disliked anything, usually always shrugging. but he said he doesn't like seeing you hurt. it had made him panic when people started pushing him away to see the fight and he couldn't see you anymore. your classmates were talking about you and he didn't like it. the nurse stood in his way and he didn't like it because she kept him away from you for longer.
he does not like tanaka because he'd punched you in the cheek, your cheek that rises up like the sun when you smile at him.
i don't like when you get hurt, he says. i don't want you to hurt because of me, he thinks. you've got a bandaid on your cheek where you'd gotten punched, but you grin and your cheek rises like the sun, shouto hears his heart in his ears.
you hold out your pinky and promise him you won't do it anymore. holding onto your pinky is comfortable and even after promising he doesn't let go. not even when the nurse checks up on you and scolds you when you shamelessly tell her why you'd landed in her office. he doesn't let go in the hallways even when others are looking. they'll think you're weird for hanging out with him, but you told him you didn't care, and shouto feels like he's floating.
( he only lets go when you get to the principal's office. but he ignores the teacher who passed by and told him to get to class and wraps his pinky right back around yours when you walk back out. your smile is pretty like the sun.)
one time, touya-nii had called you weird, and touya-nii is always right. but this time shouto knows he's wrong. because your smile doesn't dim despite the bandaid on your cheek and you only look at him when you get back to class, despite the people calling for you, your pinky stays tightly wrapped around his, only moving so you can readjust and hold it better.
touya is clearly wrong, and shouto knows you're the nicest person in the world.
#im on a childhood shouto pipeline roll rn#forgive me yall#this is kiiinda oc coded#please do not perceive me#shouto todoroki#shouto drabble#shouto todoroki x reader#shouto x reader#shoto x you#shoto todoroki x reader#shoto todoroki#shoto x reader#todoroki shoto x reader#todoroki shouto x reader#shoto x y/n#shouto x you#shouto x y/n#todoroki x reader#todoroki shouto x you#not proofread but will fix later !#we are on a ROLL today whoo
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i hope the engineers at twitter know that i look at their chronically broken shoddy app to make myself feel better about my own code stability
#i was two inches from committing a war crime this evening when my code spontaneously burst into flames and stopped working#delete later#its wonderful knowing a past me couldn’t have passed their interview but present me probably could#idk what im saying my adrenaline is sky high rn bc i have release#and this entire day my pipeline kept failing#due to flakiness you dont understand i was ready to start chucking items across the room like a doofus#I’m possibly going to cry#pulling out a gun and threatening the test pipeline to try failing on me again and see what happens 😭😭😭
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I brought you sleepy crocobug a few weeks ago, now you get ✨SLEEPY HAWKBUG✨
cheers, cause I'm back in my crossguild arc!! (technically I never left, I just didn't make any art because I was busy - how many birthday artworks could I possibly have to make in three months? a lot...)
but anyway I think the dynamic of these two is way more subtle than any of the croc-ships, platonic or otherwise!
in my head they share a lot of habits and hobbies: they're both avid readers, take care of plants and value their physical appearance quite a bit (which is probably the most canon of them all, just look at their beard and hair respectively).
then comes the fact that they're both share the aspiration for being the "greatest" at something, even if Mihawk has already achieved it, and a history with a certain redhead.
basically, they have a lot to bond over once they actually learn how to communicate (I headcanon Crocodile as their mediator at first, speaking both of their "languages" until they figure out how the other ticks on their own)
okay yeah, that was hawkbug hours! I wish you an incredibly lovely next 24 hours!!
#crossguild#bughawk#hawkbug#fanart#one piece#one piece fanart#dracule mihawk#buggy the clown#do I have to use their short names too? :0#mihawk#buggy#never done romantically coded fanart for these two before so this is new!#the strangers to shanks-mentioned-you-a-million-times to enemies to allies to friends to lovers pipeline#digital art#my art#artwork#cross guild
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He's getting on her fucking nerves
Save me Holt and Operetta dynamic.. Operetta and Holt dynamic save me.....
#ex gf to mom friend pipeline is real and formidable#i know hes always pissing her off#holt is so annoying little brother friend coded#monster high#monster high dolls#holt hyde#operetta#monster high operetta#monster high holt hyde#mh#mh g1#mh gen1#monster high g1#monster high gen1#small artist#digital artist#digital illustrator#digital art#digital illustration#meatgutz
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<!-- BEGIN TRANSMISSION --> <div style="white-space:pre-wrap"> <meta threat-level="literary-vendetta"> <script>ARCHIVE_TAG="TERWILLIGER_PROTOCOL_BATMANJOKER_001"</script>
🤡 TERWILLIGER FILES — ADDENDUM: WHAT HAPPENS WHEN BATMAN TURNS ROBIN INTO THE JOKER A Blacksite Literature™ Transmission
---
Let me be clear while I can still spell my own name and not get hypnotized by Bob's operatic baritone echoing through my skull:
You don't understand what Robert Terwilliger is.
You think he's just some Frasier-voiced criminal mastermind with clown trauma. But he's not.
Bob Terwilliger is what happens when you take a man with the voice of Shakespeare, the IQ of Lex Luthor, and the rage of a neglected theater kid—and force him to eat pies for a living under a nicotine-stained clown with a gambling addiction.
This man was reading Voltaire while getting shot out of a cannon. That’s not character building. That’s how you get an origin story.
⚠️ Krusty Didn’t Hire a Sidekick. He Created a Nemesis.
Imagine Batman making Robin dress like a chicken, publicly humiliating him for ratings, and then acting surprised when Robin joins the League of Shadows and starts quoting Nietzsche mid-murder spree.
That’s Bob.
He didn’t start evil. He was forged in a fire of seltzer bottles and unpaid therapy. He wasn’t born with a vendetta. He was given one… with a laugh track.
🎭 You’re Laughing, but He’s Monologuing.
Bob doesn’t just try to kill people. He plans it like a composer writing a symphony in blood. He leaves clues. He drops literary references. He recites entire Gilbert and Sullivan operas mid-murder attempt.
That’s not a killer. That’s a thesis paper with a vendetta and good diction.
🚨 Bart Isn’t Just a Victim. He’s the Catalyst.
Bart didn’t just ruin Bob’s schemes. He validated them.
Every time Bob got close to peace, the universe served him another slice of Simpson-brand chaos.
You think Bob hates Bart? No. Bob became Bob because of Bart.
He is what happens when Batman forgets to save Robin from the dark.
📚 Terwilliger Lore Is Basically Shakespeare with Blood and Rakes
You ever watch a man step on one rake? Funny.
You ever watch him step on sixteen rakes in a row while monologuing about revenge and democracy? That’s not a gag. That’s a Greek tragedy in clown shoes.
Bob is Othello in clown makeup. He’s Hamlet with a vendetta and a blowtorch. He’s the only villain in history who could quote Whitman, attempt murder, win an Emmy, and still get mispronounced by Ralph Wiggum.
🧠 You Want Redemption? Bob Gave You Redemption… and You Threw It Back
The man literally tried to settle down in Italy.
Crushed grapes. Ran for mayor. Found love. Raised a child.
Then the Simpsons showed up.
And like clockwork, Bob was reminded: > "Oh right, I’m not allowed to heal. I’m a punchline."
So he relapsed.
Because healing is hard. But falling into villainy with flair? That’s opera, baby.
🎤 Final Analysis:
Robert Terwilliger isn’t a villain. He’s the result of what happens when you break a gifted mind for laughs. When you hand a prodigy a banana cream pie and tell him, “Be funny, or be forgotten.”
He’s what happens when Batman turns Robin into the Joker… …then gets mad when the Joker starts writing sonnets about vengeance.
And Bart? Bart’s just the spotlight.
He didn’t make the monster. He just made sure we all saw it.
🍷 FIELD-TOAST STATUS: RAISED
To Robert Terwilliger: The thespian, the warlock, the academic with a vendetta. A man whose crimes were crimes of passion—and pronunciation.
And to Bart: The chaos engine who turned a pie-splattered intellectual into a blood-soaked aria.
God bless Springfield. And God help anyone who underestimates a villain with a library card.
</div> <!-- END TRANSMISSION [AUTO-WIPE IN: 00:06:66] -->
#blacksite literature™#scrolltrap#sideshow bob#robert terwilliger#batman joker parallel#simpsons meta#villain origin story#he’s not the clown he’s the tragedy#bob is hamlet with better hair#this isn’t satire it’s documentation#krusty made a monster#bart was the final straw#opera-coded violence#rake lore#fanon now#platform mythos#character study#cultural memory leak#villain with a library card#joker pipeline activated
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Makoto "I could never kill someone!" Naegi -> Hajime "Even I could kill someone" Hinata -> Kaede "I attempted murder" Akamatsu -> Yuma "I have a kill count of 7 or 8 and my clone has a kill count of thousands" Kokohead
#unsure of how komaru and shuichi fit into this. but they do#so do nagito and kiibo. they murder#the pipeline...#spoilers#raincode spoilers#rain code#master detective archives: rain code#raincode#mdarc#danganronpa#makoto naegi#hajime hinata#kaede akamatsu#yuma kokohead#textpost
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the reason everyone intrinsically knows Velma is a lesbian as a child is because everyone also intrinsically knew that that was the butchest woman twitter could handle in the 70s. if you get my meaning
#70s twitter would have gone crazy#but like. yeah. 'nerd coded' -> 'beloved gay icon' character pipeline
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“he is a rat.😡” “he’s a mouse ✨❤️” actually? he’s a frog and I find him ribbeting. 🫦
#he’s pookie froggie coded#yes it’s a pun on riveting#charles leclerc#cl16#f1#he’s frog look coded and I mean that as a compliment#🐸 something something frog to prince pipeline
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I truly hope Oliver goes to sleep tonight knowing just how much bi people like myself appreciate the genuine care and respect he's putting into this storyline of portraying a man about to come into his bisexuality and how many bi and queer people he's possibly helping by representing their stories through Buck.
#911#911 abc#911 on abc#911 season 7#911 s7#911 s7 spoilers#911 spoilers#evan buckley#911 buck#oliver stark#bi!buck#bisexuality#bisexual#bi buck is canon#the way Oliver lowkey confirmed what we already knew#again#the bi coding to bi confirmation pipeline is oh so good#lowkey can't wait to see how everything plays out#good work oliver#buddie
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Another day in my way to become a apache kafka developer, sometimes I use the pomodoro technique to stay away from my phone and really like to take notes when learning and practive a few questions of the exam.
#university student#study#studyblr#studybr#studybrl#developer#coding#linux#programmer#programming#software#software development#study aesthetic#student#study blog#java#apache#microsservices#pipeline#study motivation#study mode#studying#self improvement#book#booklr#reading#goodreads#learn#students#learning
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Papaya rules... we used to be a real country
#f1#formula 1#formula one#anti mclaren#I'm sorry but i still can't believe thats an actual code they're using 😭✋️#and I can't claim to have ever been a mclaren girlie#proud member of the schumi - seb - max & charles pipeline#so I'm always aligned with ferrari and/or red bull#i think the only time i swapped for mclaren was for like the 5 mins i was pissed at ferrari in 2007 lmfao#“oh so now we have car that can fight for a championship IMMEDIATELY AFTER Michael has retired?'#6 year old me was petty lmfao#my love for kimi brought me back to the prancing horse#and I'm too young to remember mika racing and I didn't exist for the senna prost years#but i genuinely don't recognise mclaren anymore#imagining what the likes of james hunt niki kauda etc would think of papaya rules is making me laugh so I'll give it that lmao#oscar piastri#oscar sweetie please get a better team#anti zak brown#<- its bad when you miss ron dennis 😂😭✋️
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deltarunes but not headmates. just me making them real.
spamton is a little plastic rat freak with the worst did possible (spamton value network)
jevil is one of those clown dolls with a porcelain face and cloth body. he has beans in his tummy and feet.
#my art#deltarune#spamton g spamton#jevil#the having past lives to being a sys pipeline is real btw#not really contextual to this post specifically but#also svn is canon in my heard. spamton u r so system coded girl god bless
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the trials in the beginning of your turn to die are literally just saw traps

[ID: A screenshot of a pixel art computer graphic from the video game Your Turn to Die. It is of the scene where Sara lies strapped to a bed with a keyhole. There is a piece of sandpaper hanging from the ceiling, as well as the numbers "1374" on the wall and a keypad. End ID.]
#now that im replaying it and have seen saw#your turn to die#yttd#saw#you can really see the saw -> danganronpa -> yttd pipeline#only using sara's/joe's as an example bc i just played it lol but every character has one they gotta survive#so saw coded#sara chidouin#so cool that this scene is timed too 😭#hello sara. hello joe. I want to play a game
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