📌 Revolutionize Your Brand: Real-Time Perception Tracking with AI-Powered Sentiment Analysis

This is a submission for the AI Agents Challenge powered by n8n and Bright Data

What I Built
Right now, companies spend millions on agencies and PR firms that only scratch the surface of brand perception — and usually react after the fact👎.What’s missing is a clear, real-time picture ...

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Met this chick at a wild house party, ended up banging her brains out.
A month later, she hits me up with a bombshell: "I’m knocked up."
I’m fucking floored, but whatever, if it’s true, we’ll figure this shit out.

Another month drags by, and I get a damn call from the courthouse.
Turns out, this girl slapped me with a child support claim, naming me as the daddy.
And get this—DNA test? "Not required" until the court drama kicks off.
Meanwhile, my bank account’s already frozen, what the actual fuck!

I screwed her just once, wrapped up tight in a rubber, and now I’m shelling out cash for some kid that probably ain’t even mine,
waiting for the slow-ass court to pull its head out of its ass and make a ruling.
Word of advice, brothers—don’t stick it in these shady hoes, or you’ll regret it hard. 😡
#drama #childsupport #screwed #wtf

I was chilling at home, blasting tanks in my game.
Suddenly, the door swings open—my old man struts in with the upstairs neighbor, a 40-year-old broad with an ass like a damn bulldozer. Mom’s out pulling a 24-hour shift, saving lives as a medic.
I figured, whatever, they’ll just sit, sip some tea, no biggie.
But 10 minutes later, I hear moans, loud-ass slapping, and my dad growling, “Get on your knees, bitch.”
I damn near choked on my mouse.
Stormed out, slammed the door—and later, he texts me: “Don’t snitch to your mother.”
What the actual fuck.
This is what they call family?
#familydrama #wtf #cheating #shocking

My mom banged my best friend, and I’m still reeling from the betrayal.
I’m 22, getting wasted with my buddy at my place. Mom comes home from work, and honestly, she looks damn fine for her age, not some worn-out hag.
I wake up the next morning—buddy’s gone, mom’s blushing like a schoolgirl, and as I stumble around the apartment, I spot a used condom in the trash.
Yeah, you guessed it.
They fucked while I was passed out in the next room.
I stormed out, plopped down on a bench, and realized—this isn’t life, it’s a goddamn porn parody of hell itself.
#betrayal #wtf #familydrama #mindblown

📌 ChatGPT vs. My DIY Cleanup Script: Who Cleans Up Better?

Some time ago, while studying bash scripts, I tried to delve deeper into the topic and looked for more practice by solving any, even the smallest, tasks. One of these was a script that deletes temporary files, old dumps, folders node_modulesfrom long-forgotten projects. I found it the other day comp...

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So, this dude rolls up, we meet, take a stroll, everything’s chill, and I’m already thinking, “Yeah, I might just give him a shot.” But then, out of nowhere, this guy drops a bomb—he says I remind him of Xena, the Warrior Queen, or more like the actress who played her. And get this, he admits he had a raging hard-on for her as a kid and now he’s projecting that fantasy onto me. Like, what the actual fuck? That creeped me out big time, so now I’m straight-up ghosting his ass.

😢—Screw it, whatever.
🌭—Don’t shatter the poor guy’s wet dream, just bang him already.
#weirdvibes #creepyguys #ghosting #fantasydrama

My buddy borrowed 15 grand, swearing he’d pay me back “by Friday.” A week drags by, then another. He’s not ghosting me entirely, still picks up the phone, but it’s always the same bullshit: “Just wait, man, I’ll get it soon.” Now I’m torn—should I put the screws to him, or keep the peace? Hell, I could easily snag a microloan in his name with just a snap of his passport.

👍 - Screw it, take the loan, this asshole ain’t paying shit back.
😢 - Cut him some slack, at least he hasn’t vanished.
#deadbeat #moneytrouble #loandrama #friendshipfail

Alright, so I’m 21, not some hideous troll, got a decent figure, everything’s in place, and my rep is squeaky clean.

But today, holy shit, it hit me like a brick—I’m straight-up repelling guys, and I’ve got no damn clue why. Let me paint the picture for you. We’re chilling with a crew, vibes are casual, and somehow my friend and I end up crashing on a bed where this dude’s already sprawled out. Later, he dips to sleep in another room, but then comes back and slides in next to me. So, we’re just lying there, right? Then my friend strolls in, aiming to squeeze by the wall, but nope, she plops right in the middle. Next thing I know, this guy’s got his arms around her, and they’re out cold, cuddling like I’m invisible. I’m just lying there, feeling like a third wheel, until the mattress starts shaking and the bed creaks like a haunted house. Yeah, I got the hint—I’m the odd one out. So, I dragged my ass to another room to sleep off the humiliation.
#awkward #thirdwheel #rejection #fml

I met this chick, and damn, she’s fire. A couple of weeks in, I stumble upon her secret channel and OnlyFans page... Nothing illegal, but straight-up spicy content. She’s not even shy about it, just shrugs and says, “I don’t see the big deal, it’s a killer side hustle.” Meanwhile, my head’s a fucking mess over this.

👍 - If jealousy’s eating you alive and you can’t deal, just bounce. That’s a toxic spiral waiting to happen.
🌭 - Or roll with it, man. Join her and make some steamy content together.
#relationships #drama #spicycontent #modernlove

P22. I’ve completely lost my damn mind, haven’t had proper sex in over a year. Now I’m scouring Avito for gorgeous chicks selling their stuff, ordering shit like their worn heels, sniffing them like a freak, and jerking off to the scent.

What a pathetic fucking disgrace! 🖒
#desperate #weirdkinks #lonely #shameful

Hey, folks! I’ve gotta spill the beans about my ex and get your raw, unfiltered takes on this shitshow. First time we got down and dirty, I was hit with a fuckin' shock—HER NIPPLES WERE HAIRY AS HELL! I mean, damn, I asked her to shave, and she did, no drama there. Her downstairs was decent enough, but holy fuck, the stench coming off it during sex was a straight-up nightmare. And don’t even get me started on the thick, yellow gunk always staining her panties... So, comrades, hit me with your thoughts:

🤣 - No biggie, girls can be like that sometimes
😐 - What the fuck, how did you even bang her...
#wtf #gross #relationships #nocensor

My buddy’s got a girl, just 19, and holy hell, her story’s a damn rollercoaster.

Get this: her dad was getting freaky with himself in the bathroom, rubbing one out like there’s no tomorrow. She strolls in for a shower right after, and boom, somehow she ends up knocked up. When she found out, her jaw hit the floor, and she spilled the beans to my friend. But here’s the kicker—my dude wasn’t even around when this baby-making madness went down!

Her mom, upon hearing this twisted tale, went full savage, laid into her husband with a fury that could shatter walls, and then just peaced out, leaving his sorry ass behind.
#wtf #familydrama #shocking #mindblown

Hey, I’ve scored a job at this wicked spot, a straight-up sex shop, hell yeah!
Just got some insane new toys in stock—fleshlights crafted from the intimate curves of absolute legends.
We’re talking Autumn Falls and Violet Myers, pure fire!
And damn, for the third shift running, I’ve been taking turns pounding them like there’s no tomorrow! 🤣
#sexshop #nsfw #wildtimes #adulttoys

My upstairs neighbor decided to play DJ at the ass-crack of midnight, blasting tunes like he owned the damn building. One, two, three times—I counted, fuming. So, I scrawled a note on his door, something like, “Bro, turn it the hell down.” Did he get the hint? Nah, dude was clueless. Next day, I cranked up my revenge game, hooked up my speakers to the ceiling, and unleashed four straight hours of a baby screaming bloody murder. Come morning, he storms down, face red, yelling, “What the fuck are you doing?!” Long story short, fists flew, and we went at it like alley cats.

🤣 - Damn, that’s savage, epic payback!
😐 - Bro, that’s too much, could’ve just talked it out like adults.
#revenge #neighborwars #savage #petty

Greetings from Tura, folks! We've got a wild one here, a woman whose nether regions ain’t just a gateway—they’re a damn interdimensional rift! She can handle a whole squad of ten rods at once without breaking a sweat. This chick beds married men like it’s her day job, then plays hide-and-seek with their raging wives, smirking all the way. 😜 She fakes innocence like a lamb, but honey, the wool’s pulled over nobody’s eyes.

Self-care? Nah, she’s allergic to it. Struts around reeking of neglect, with last week’s dinner crumbs rotting under her rolls. Her eyebrows? Sketched on with the stingiest pencil, thin as a damn broomstick. Ugly as sin, a straight-up hideous beast—yo, this shoutout’s for you, darling! 👋
#smalltowndrama #savagegossip #wildstories #nofilter

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Day 25. I’m slaving away at an order pickup spot when this raging bitch storms in, dragging her damn 20 dresses in an order, just 10 minutes before we shut down.
I straight-up refused her ass (hell yeah, I’ve got the right), and she slapped me with a 1-star review like a petty little snake.
Because of that, they docked me a 1.5k fine—peanuts, sure, but my 13-hour shift only pays 2k, so it stings like a motherfucker.
Next day, I’m on the metro, minding my own business, when I spot this absolute harpy.
Turns out, the universe is screwing with me—she’s heading to the same damn place as me.
As we exit the station, I let the door swing back with some serious force. Bam! Smashed her ugly nose right open.
So, what’s the verdict? Am I a total scumbag for this?

🌭 - Hell yeah, I did the right thing
🤣 - Nah, I’m a piece of shit
#pettyrevenge #savage #karmaisabitch #nosmash

P15. At the crack of dawn, 5 a.m. sharp, I stumbled out into the yard like a madman. Grabbed a shovel and tore into the earth, carving out a beast of a hole: a meter long, a meter wide, a meter deep. Sweat dripping, muscles screaming, I finally collapsed, exhausted, and passed out cold... only to wake up with no damn clue why the hell I did it.

admin: Probably buried the ghost of summer past, lol! 🤣
#weirdshit #randomacts #whatthehell #lostmymind

📌 🚀 Unlocking the Power Set: Master Subsets Pattern for Amazon Interviews (Day 10)

The Subsets Pattern is widely used in combinatorial problems where we need to explore all combinations, subsets, or decisions (take/not take).
Amazon often uses this to test recursion + backtracking + BFS/DFS skills.

🔑 When to Use Subsets Pattern?

Generate all subsets / combinations of a...

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So, I made a wild bet with the boys to trash a cop car, all for a measly case of beer.
Guess who had the last laugh? Only the damn judge.
They slapped me with a sentence, but luckily, it’s just probation.
Now I’m too scared to even step out of the house,
and to top it all off, my old man drank all the beer! 😢
#badbet #coptrouble #probationlife #beerloss

I’m grinding away as a delivery driver, and one day I pick up this stunning chick—total knockout, all polished and classy. We hit it off, chatting like old pals. Things felt smooth as hell, so we swapped digits and even grabbed coffee over the weekend.

Fast forward a couple of weeks, I’m hauling another order and, lo and behold, I roll up to her damn husband’s place. Dude’s all smiles, snatches the food, thanks me like I’m his best bud, and casually drops, “Gonna chill with the wifey and binge a show tonight.”

Now I’m stuck in this messed-up headspace. Do I spill the beans to this poor bastard or keep my trap shut? Part of me screams, “Mind your own damn business,” but the other half is raging—nothing pisses me off more than watching someone get played like a fool behind their back.

😐 - Stay out of it, live your own life
👍 - Lay it all out for the guy, he deserves the truth
#drama #betrayal #awkward #moraldilemma

Dropped out of school, got no job, and straight-up lied to my folks, telling ‘em everything’s peachy. For a whole damn year, they’ve been wiring me cash—supposedly for tuition, rent, and grub. Hell, I even begged for a gym membership, but never set foot in the place. Instead, I’m just rotting away at home, chugging cheap booze and grinding Dota like a no-life degenerate. And the sickest part? I don’t even feel a shred of guilt. Nah, all I’m thinking about is how to squeeze more dough outta them with my next bullshit story...
#deadbeat #scammer #gamingaddict #shameless

So, I’ve got this buddy who spun a wild tale about heading into the deep, dark woods with his old man for a boar hunt. They climbed up into a rickety watchtower, perched like hawks, waiting for the action to kick off. Suddenly, a damn stampede of boars charges out of nowhere, grunting and snarling. My friend and his dad start bickering over a grand, betting on who’d come out on top in this madness. His dad, all badass, grabs an air rifle and starts popping shots at the beasts, but the pigs ain’t having it—they ram the tower, shaking it like a goddamn earthquake. Dad, losing his shit, chucks a freaking grenade right into the herd. Boom! Boars flying, tower exploding into splinters, absolute chaos. After the dust settles, they hop on a motorcycle, hearts pounding, and tear ass back home. Swear to God, I think my buddy’s telling the straight-up truth.

[Admin note: Truth my ass, he probably forgot to mention he woke up shitting his pants from the nightmare! 🤣]
#WildHunt #BoarChaos #ExplosiveStories #epicfail

📌 Unlocking AI Trust: How Grad-CAM Reveals Alzheimer’s Prediction Secrets

When we talk about Artificial Intelligence in healthcare, the first thing that comes to mind is usually accuracy. We want the model to predict correctly, whether it’s diagnosing eye diseases, classifying scans, or detecting early signs of Alzheimer’s.But here’s the truth I learned in my projec...

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Here’s the wild tale, folks. For over two damn years, I’ve been claiming the same parking spot—my territory, marked with my car’s number, no questions asked. Yesterday, I roll up, and some audacious bastard has the nerve to squat on MY spot. And get this—there are heaps of empty spaces around, but no, this prick just HAD to pick mine for his throne.

I started scheming a silent, savage revenge. Then it hit me—this jerk’s car has the heater intake right under the hood, by the windshield. So, I slyly dropped a little “stinking surprise payload” right there. Let’s just say, when he cranks up the heat, he’ll be basking in the rancid perfume of my pissed-off payback.

My girl looked at me like I’d lost my damn mind and straight-up called me insane! 🤣
#revenge #savage #parkingwars #petty AF

Alright, here’s the deal. I stumbled across this chick online, just 16 years old, living a mere 30-minute ride away in another town. Chatting with her, I found out she’s been through a goddamn parade of shitty dudes, with 3-4 guys already in her bed. She’s claiming I’ve caught her eye, even though we’ve never met face-to-face. Now she’s tossed out an invite to come over tomorrow and “get to know each other.” I’m torn—should I hop on that ride or just say fuck it? Feels kinda sketchy, you know?

😐 - Nah, don’t go, why bother with the hassle?
🌭 - Hell yeah, go for it, get some action!
#teenromance #riskybusiness #onlinedating #yolo

Hey, shame’s my middle name, and I’ve got a wild stash of stories, like that infamous d21 with a cucumber up the ass!
So, I’ve got this chick I know who figured she’d rake in some quick cash by seducing her boss—a dude with two kids, mind you. She damn near pulled it off, slinking her way into his fantasies. But plot twist: the guy’s a hardcore foot freak! Instead of a steamy night, he chains her up in shackles, and she’s stuck like that till dawn, rattling around like a medieval prisoner. What a riot! 😂
#wildstories #kinkygonewrong #officefail #wtf

Hey there, you scandalous bunch! Back when I was just a third-grader, we had this poor kid in class who straight-up crapped his pants during a lesson. And if that wasn’t bad enough, he later dropped a load under the floor tiles! Naturally, everyone ripped into him for it, mocking him mercilessly. But here’s the kicker—he only shat himself because our batshit-crazy Russian teacher wouldn’t let him go to the damn bathroom. So, what’s your take? Is it acceptable to trap someone in class with no toilet break??

😐 - Should’ve held it in, he’s old enough
👍 - That teacher’s a total asshole!
#classroomdrama #teacherfail #embarrassingmoments #wtf

I’m crashing in this badass beach town, and I ended up vibing with this chick. So, we’re strolling along, and I’m like, “Yo, let’s chill for a sec.” She hits me with, “What, you didn’t grab a blanket or some shit?” I’m like, “Nah, didn’t think of it, but we can snag a bench or whatever.” She’s all, “I wanna be by the ocean, but I ain’t parking my ass on these rocks—throw down your shirt.”

I’m thinking, “Are you fucking kidding me?” and say, “You’re outta your mind.” She’s like, “What’s the big deal, it’s fine.” I shoot back, “Then use your own damn shirt.” She comes at me with, “Ugh, you’re not even a real man.” At that point, the convo just died, and I was like, fuck this, I’m out—bailed straight back to my place.

Just to clear the air, this wasn’t some snotty little teen; chick’s 25, supposedly a grown-ass woman (I’m 26). So, what’s the verdict, fam? Am I the asshole here?

😐 - Should’ve laid down the shirt, bro, be a damn knight
👍 - Screw her, what a entitled pain in the ass
#beachdrama #toxicvibes #wtf #relationships

So, my mom got herself a new man, some dude named Uncle Borya, stepping into the role of stepdad, since my real dad’s been six feet under for five damn years. This guy moves in, and at first, he seems alright, not a total asshole. But then, one night, he gets completely hammered, stinking of cheap vodka, and I overhear him in the kitchen, slurring to my mom, “Why don’t we dump Nikita in an orphanage and pop out a fresh kid of our own?” My mom’s like, “Are you out of your fucking mind?” And this bastard just shrugs and says he ain’t wasting his cash or energy raising someone else’s “seed.”

By the way, Nikita—that’s me, a 14-year-old just trying to survive this shitshow.
If they don’t ship me off to some hellhole orphanage, I’ll update y’all.
#familydrama #stepdadproblems #wtf #teenstruggles