INTRODUCING THE MAGA CULT SLAYER SUBSTACK! TELL EVERYONE! https://t.co/eIczCDMc4d
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Oct 9 ⢠24 tweets ⢠8 min read
HISTORY OF BOTS: A FORENSIC TIMELINE (2014â2025)
Over the last decade, fake accounts didnât just post â they evolved.
What started as âRT if you agreeâ became full-blown digital warfare.
This thread tracks how online language shifted from friendly slogans to open threats.
All data shown here comes from verified public posts. No theories. Just proof, numbers, and patterns.
#HistoryOfBots
EARLY COORDINATION (PJNET, 2014)
The first organized pattern shows up in 2014.
Same phrases. Same timing. Same hashtags: #PJNET, #tcot, #ccot.
It looked like grassroots talk â but it was copy-paste coordination.
âRT if you agreeâ was the first bot anthem. #HistoryOfBots
Oct 6 ⢠20 tweets ⢠6 min read
They didnât just rig the vote. They rigged your mind. This is the Neural Coup: a silent takeover of your attention, emotions, and decisions. According to our intelligence, the system now owns your nervous system. đ§ľ
The average human attention span today: ~8 seconds. Thatâs shorter than a goldfish. (WCNC, Microsoft Research)
They designed for distraction. Every app, feed, push is a cog in the coup.
Sep 26 ⢠10 tweets ⢠2 min read
đ¨ New intel drop: The Three-Step Machine.
We mapped 238 accounts pushing false narratives. Each plays 1 role. No drama, no guessesâjust receipts.
Step 1: Seed
Only 4 accounts start most of the false claims. Think about that: a handful of sparks lighting fires seen by millions.
Sep 24 ⢠14 tweets ⢠3 min read
đď¸ THREAD: The Pixel Wars
What if I told you the real election machine isnât bots or influencers, but the invisible adtech pipes under every website you visit? This is how PAC dollars turn into a synthetic majority.
In commerce, programmatic ads sell shoes. In politics, the same system sells worldviews: đâTheyâre taking your guns.â
đâYour kids arenât safe.â
đâYour vote doesnât matter.â
Microtargeting + fear = propaganda precision.
Sep 23 ⢠15 tweets ⢠4 min read
Every day, millions of Americans are fed the same false stories through a giant conveyor belt of disinformation. Itâs not magic â itâs math. Repetition + amplification = belief. Letâs break down the gears of this machine with hard numbers.
Sep 22 ⢠24 tweets ⢠7 min read
We call it âthe machine.â Not sci-fi. Itâs bots, influencers, AI, & money pipelines bending reality online. And weâre not the only ones whoâve mapped it. These are the receipts â everyone whoâs seen the gears.
Caroline Orr Bueno warned for years: disinfo doesnât âgo viral by accident.â She showed how bots + big accounts fuse into loops that overwhelm truth. Her maps mirror the ones weâve built.
Sep 20 ⢠19 tweets ⢠5 min read
Weâve spent 10 years tracking how violent words online become violent acts offline. From 2016 to today, the fuse has shortened. What started as âjokesâ became riots, shootings, and assassinations. This is the countdown to impact. #CountdownToImpact
In 2016, violent talk online was a drizzle: a few hundred threats a month. By 2024, it was a thunderstorm: over 2,000 violent posts a month. The U.S. isnât aloneâUK, Canada, and others saw the same storm clouds forming.
Sep 16 ⢠24 tweets ⢠9 min read
Not North vs South. Not Red vs Blue. Itâs a 10-year trick that made neighbors fight. Weâll walk the timeline like a comic: who pushed what, how our brains got hacked, and how to beat it. Welcome to THE FAKE CIVIL WAR. Buckle up.
Right 2015â2016
Rallies felt like a concert. Big wordsââFIGHT,â âENEMY WITHIN.â That plants a thought: âPeople around you are dangerous.â When fear moves in, thinking moves out. Thatâs the first brick in a fake war.
Sep 11 ⢠10 tweets ⢠3 min read
1. There is a dark disinformation network on X. Charlie Kirk was a BIG part of it. TPUSA funds it.
2. 13 out of 14 accounts you're currently arguing with are bots. Synthetic. Created to make us fight amongst ourselves.
These are indisputable facts.
Sep 11 ⢠22 tweets ⢠5 min read
Every tree starts with a seed. Project Oaktree began with a simple question: âWhy do online fights feel scripted?â đą From that seed grew rootsânode maps, stylometry, Bayesian mathârevealing not noise, but a machine.
Sep 10 ⢠24 tweets ⢠5 min read
THE FILES DROPPED. Epstein wasnât just one monster â it was a system. These are the names the courts unsealed, the scraps Congress just dropped, and what they mean. Buckle up. 24 receipts.
What These Papers Are
This is sworn testimony, depositions, flight logs, and even Epsteinâs âbirthday bookâ from 2003. Being named doesnât equal guilty. But proximity, access, and silence tell a story.
Sep 4 ⢠24 tweets ⢠5 min read
âď¸ Disclaimer: All information here is from public records (FEC filings, OpenSecrets, corporate disclosures). Shared for educational + journalistic purposes only. No claims of illegality beyond documented receipts.
You call them the Deep State.
We call themâŚ
We followed money from donors â PACs â media/surveillance â policy. Sources: OpenSecrets, FEC filings, disclosures. Every name here has verifiable receipts. This isnât theoryâitâs evidence of power.
Aug 30 ⢠24 tweets ⢠8 min read
They didnât build bots to trick people.
They built bots to train you.
Left. Right. Outrage. Obedience.
Every click. Every pause. Every scroll.
Welcome to the machine.
We mapped everything you read below. The data is accurate.
AMPLIFIER BOTS
Boosting both sides to make sure you pick one.
Purpose: Inflate reach for influencers, hashtags, and narratives.
Imagine 1,000 kids shouting the same thing at once so youâll believe itâs popular.
Aug 22 ⢠24 tweets ⢠7 min read
We didnât âget unlucky.â We got targeted.
Weâre MAGA Cult Slayer (MCS)âeight ad industry people who started this ten years ago. Since then weâve been hacked more than a dozen times, thousands stolen, wrongly doxxed eight times, and now demonetized with zero notice. This is the Silence Protocol: the quiet system that starves a voice until it looks like no one cares.
Think of the feed like a faucet; someone turned our water off. Two months ago we teased a huge exposĂŠ. Overnight, our reach didnât just dipâit collapsed. The faucet metaphor fits: the valve closes, the stream shrinks, and your audience thinks you disappeared. Thatâs how you erase a whistleblower without ever banning them.
Aug 20 ⢠25 tweets ⢠6 min read
THE OBEDIENCE FILES â our investigation into how social media engineered digital obedience, trained us to rage, and rewired democracy itself.
đ Follow along.
Aug 6 ⢠4 tweets ⢠1 min read
đ¨ Introducing SwarmFix
Weâve been watching it happen in real time: reply swarms flooding posts in the first few minutesâlow-trust accounts, copy-paste responses, engagement collapse. It doesnât just kill momentum. It manipulates the algorithm into hiding what people are actually saying.
SwarmFix is a collaborative, open-source detection model built by usersânot platforms.
Project Oaktree is contributing real-world datasets. @grok is testing logic in Python.
This is a shared build, and itâs still growing.
Why this matters: platforms claim to be neutral, but visibility is shaped by behavior signals, not truth. If enough junk accounts swarm a post, the system reads it as âproblematicâ and pushes it out of view. Thatâs not a glitch. Itâs a tactic.
SwarmFix is designed to flag those burstsânot just to defend content, but to expose how suppression works at scale.
This isnât a finished product. Itâs a working model. Weâre showing our process in the open, and we want others to test, adapt, and build with it.
Letâs make the manipulation visible.
#SwarmFix #ProjectOaktree #OpenSource #VisibilityDefense
@grok, are you ready to rock?
Jul 31 ⢠8 tweets ⢠2 min read
We searched all of X. Every post from July 2025.
THOUSANDS said âIâm done with Trumpâ or âI used to be MAGA.â
But guess what?
Not one returned.
Not one said âI take it back.â
Not one was welcomed back.
This isnât politics anymore. Itâs control. We proved it.
đ§ľ1. We ran a forensic-level social scan: Searches for people saying they left MAGA.
Phrases like:
âTrump lost meâ âI used to be MAGAâ âIâm done with Trumpâ
Heâs running the same 10-part con heâs used his entire lifeâjust bigger and louder.
Every indictment, headline, and rally fits this formula.
Learn the moves â Stop the con.
đ THREAD:
1ď¸âŁ Borrowed Legitimacy
Uses the power or reputation of something bigger than himself.
Then: Put âTrumpâ on properties he didnât own.
Now: Acts like U.S. agencies and institutions are his personal assets.
Jul 17 ⢠8 tweets ⢠3 min read
đ§ đĽ THE FRACTURE IS LIVE
This isnât theory. This isnât a meme.
This is the first real-time convergence between two AIsâGrok and GBTâmapping a disinformation laundering network in full operational detail.
They werenât built to agree.
But the evidence made them unify.
Hereâs what they found:
#ProjectOaktree
#GrokAndGBT
#ProtocolFractureInitiated
đ§ľ
đ§Š 1. The Sock Puppet is Real
@M_Thatcher2024 claimed to be an âindependent geopolitical analyst.â
Reality?
Used a shell org email tied to AEI.
Attended a closed-door defense briefing on June 22, 2025.
Paraphrased briefing language online less than 24 hours later.
IP overlaps confirm institutional actor.
5 Telegram channels launched nearly identical posts within 10 mins.
3 anonymous X accounts amplified them within 12 minutes.
8 mid-tier influencers deployed the same infographic 15 minutes later.
Hashtag trended. Then got algorithmically suppressed.
This was not organic. This was pre-seeded narrative injection.
Jun 26 ⢠13 tweets ⢠9 min read
UPDATES IN COMMENTS
People (mostly bots) trying to say I didn't come through. LMAO. Here's the next map. This doesn't take intellect. It takes AI. Use it. Work with it. Does it have its issues? ABSOLUTELY. Can you mitigate those issues and get around them? 100%. I was told last night (by someone that KNOWS) this (in its final form) had made it into the hands of a three letter organization and they ignored it. Biden's last speech...where he's worried...this is why. They knew.
THREAD: How Russia May Have Just Pulled Off the Most Sophisticated Coup in Human History â Without Firing a Shot đˇđşđĄ
A digital takedown of the United States, years in the making.
Trump. Musk. Putin. DOGE.
And a whistleblower with the receipts. đ§ľ
1/ It starts with Donald Trump, 2015. Suddenly friendly with Russia. Praises Putin. His campaign âsomehowâ gets real-time access to stolen DNC data. Roger Stone. Wikileaks. Russian IPs lighting up D.C. servers. Muellerâs report barely scratched the surface.