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CyrilXBT

@cyrilXBT • 197,288 subscribers

I build and write about AI agents + crypto 👾

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GTA 6 is about to create more millionaires than crypto has ever done GTA 6 drops in a month 98.89% of people will just play it. Here is how the other 1.11% will make life-changing money before the first week is over. THE MATH MOST PEOPLE WILL IGNORE 0.01% will build tools and make $50,000 or more. 0.1% will run servers at $5,000 a month. 1% will stream and cover rent. 98.89% will just play. Be at least 0.1%. With Claude Code it is not even hard. OPPORTUNITY 1 - SELL FIVEM SCRIPTS WITH ZERO CODING EXPERIENCE Claude writes Lua now. Server owners pay $50 to $389 per script on the Cfx Marketplace. Developers on Tebex report averaging over €5,000 a month within 90 days of launching. You do not need to know how to code. You need to know what server owners are desperate for right now. Custom job systems. Economy balancers. UI panels. Vehicle systems. Whitelist managers. 1 script per week for 7 months is 30 products. If each one sells 10 copies at $100 average that is $30,000. From a game you were going to play anyway. OPPORTUNITY 2 - RUN A PAID RP SERVER AS A SUBSCRIPTION BUSINESS This is the one that sounds fake until you do the math. 50 members at $15 a month is $750. 100 members at $20 a month is $2,000. 200 members at $20 a month is $4,000. 500 members at $25 a month is $12,500. Every month. Recurring. The top servers already have waitlists. People paying to get onto a list just to pay again when a spot opens. Claude builds every script you need. Jobs. Economy. Housing. Factions. Police systems. You are not a developer. You are running a private club where members pay to stay. Then take your server clips and run them through an AI UGC engine. Shorts. Reels. TikToks. Nearly free user acquisition from people who were already watching GTA content and dying to play. OPPORTUNITY 3 - AI POWERED NPC PACKS FOR SERVER OWNERS RP servers live or die on immersion. Right now most NPCs are lifeless markers on a map. Connect Claude API to in-game NPCs and suddenly shop owners haggle with players. Cops interrogate with real dialogue. Quest givers remember your backstory. Bartenders gossip about other players' crimes. No server has this yet. Package it as a plug-and-play script at $200 to $500 per server. 100 servers and the math speaks for itself. OPPORTUNITY 4 — THE $240M CREATOR ECONOMY NOBODY IS POSITIONING FOR Rockstar acquired FiveM in 2023. Launched a paid marketplace in January 2026. Currently hiring 4 Creator Platform roles. They are building the Roblox of GTA. Roblox paid creators $1 billion in 2025. The top 10 averaged $33.9 million each. GTA 6's player base is older, richer, and already spent $8.6 billion on GTA Online. The creator cut of that $8.6 billion was zero. Because there was no creator economy. That changes with GTA 6. Even if only 100,000 creators show up and it matches Roblox payouts that is $10,000 per creator on average. Top 1% will clear $500,000 or more. For making content inside a video game. THE WINDOW IS 6 MONTHS 6 months from now every niche will be taken. Right now most of them are completely empty. The people who move this week will own categories that thousands of people will be competing for after launch. The people who wait will spend next year wondering why the slots were already full when they showed up. This is the rare opportunity where demand is guaranteed. The only variable is whether you act before the crowd does. Follow CyrilXBT for the exact Claude Code workflows, FiveM script templates, and GTA 6 monetization systems I am building right now before everyone else catches on.

Sensitive content

GTA 6 is about to create more millionaires than crypto has ever done GTA 6 drops in a month 98.89% of people will just play it. Here is how the other 1.11% will make life-changing money before the first week is over. THE MATH MOST PEOPLE WILL IGNORE 0.01% will build tools and make $50,000 or more. 0.1% will run servers at $5,000 a month. 1% will stream and cover rent. 98.89% will just play. Be at least 0.1%. With Claude Code it is not even hard. OPPORTUNITY 1 - SELL FIVEM SCRIPTS WITH ZERO CODING EXPERIENCE Claude writes Lua now. Server owners pay $50 to $389 per script on the Cfx Marketplace. Developers on Tebex report averaging over €5,000 a month within 90 days of launching. You do not need to know how to code. You need to know what server owners are desperate for right now. Custom job systems. Economy balancers. UI panels. Vehicle systems. Whitelist managers. 1 script per week for 7 months is 30 products. If each one sells 10 copies at $100 average that is $30,000. From a game you were going to play anyway. OPPORTUNITY 2 - RUN A PAID RP SERVER AS A SUBSCRIPTION BUSINESS This is the one that sounds fake until you do the math. 50 members at $15 a month is $750. 100 members at $20 a month is $2,000. 200 members at $20 a month is $4,000. 500 members at $25 a month is $12,500. Every month. Recurring. The top servers already have waitlists. People paying to get onto a list just to pay again when a spot opens. Claude builds every script you need. Jobs. Economy. Housing. Factions. Police systems. You are not a developer. You are running a private club where members pay to stay. Then take your server clips and run them through an AI UGC engine. Shorts. Reels. TikToks. Nearly free user acquisition from people who were already watching GTA content and dying to play. OPPORTUNITY 3 - AI POWERED NPC PACKS FOR SERVER OWNERS RP servers live or die on immersion. Right now most NPCs are lifeless markers on a map. Connect Claude API to in-game NPCs and suddenly shop owners haggle with players. Cops interrogate with real dialogue. Quest givers remember your backstory. Bartenders gossip about other players' crimes. No server has this yet. Package it as a plug-and-play script at $200 to $500 per server. 100 servers and the math speaks for itself. OPPORTUNITY 4 — THE $240M CREATOR ECONOMY NOBODY IS POSITIONING FOR Rockstar acquired FiveM in 2023. Launched a paid marketplace in January 2026. Currently hiring 4 Creator Platform roles. They are building the Roblox of GTA. Roblox paid creators $1 billion in 2025. The top 10 averaged $33.9 million each. GTA 6's player base is older, richer, and already spent $8.6 billion on GTA Online. The creator cut of that $8.6 billion was zero. Because there was no creator economy. That changes with GTA 6. Even if only 100,000 creators show up and it matches Roblox payouts that is $10,000 per creator on average. Top 1% will clear $500,000 or more. For making content inside a video game. THE WINDOW IS 6 MONTHS 6 months from now every niche will be taken. Right now most of them are completely empty. The people who move this week will own categories that thousands of people will be competing for after launch. The people who wait will spend next year wondering why the slots were already full when they showed up. This is the rare opportunity where demand is guaranteed. The only variable is whether you act before the crowd does. Follow CyrilXBT for the exact Claude Code workflows, FiveM script templates, and GTA 6 monetization systems I am building right now before everyone else catches on.

114,544 views

STOP BOOKMARKING THINGS. You will never open them again. Be honest. When did you last read something you saved? Saving is not learning. Saving is hoarding. Opus 5.5 fixes this. It reads what you save, files it, links it, and brings it back when it MATTERS. Here's how to build it from scratch 👇

STOP BOOKMARKING THINGS. You will never open them again. Be honest. When did you last read something you saved? Saving is not learning. Saving is hoarding. Opus 5.5 fixes this. It reads what you save, files it, links it, and brings it back when it MATTERS. Here's how to build it from scratch 👇

60,540 views

Obsidian plus Vellum = a second brain that never stops thinking. Works while you sleep. Obsidian holds everything you know. Vellum reasons across it continuously. Every idea connected. Every pattern surfaced. Every insight waiting when you wake up. The people who build this tonight will never go back to thinking alone. Read this and Bookmark it now.

Obsidian plus Vellum = a second brain that never stops thinking. Works while you sleep. Obsidian holds everything you know. Vellum reasons across it continuously. Every idea connected. Every pattern surfaced. Every insight waiting when you wake up. The people who build this tonight will never go back to thinking alone. Read this and Bookmark it now.

262,878 views

CFO: why is our AI bill so high? Dev: the agent is really smart. CFO: what's it doing all day? Dev: mostly deciding which file to open. CFO: ... Dev: and retrying stuff. CFO: we're paying genius rates for that? Dev: not anymore. How we fixed it with Jev + Opus 5.5 👇

CFO: why is our AI bill so high? Dev: the agent is really smart. CFO: what's it doing all day? Dev: mostly deciding which file to open. CFO: ... Dev: and retrying stuff. CFO: we're paying genius rates for that? Dev: not anymore. How we fixed it with Jev + Opus 5.5 👇

13,410 views

SOMEONE JUST BUILT A PERSONAL AI DASHBOARD WITH CLAUDE AND IT DOES NOT FEEL LIKE A TOOL. It feels like an operating system for their entire life. One screen. Their calendar. Their tasks. Their goals. Their content pipeline. Their finances. Their health metrics. All connected. All updated in real time. All queryable in plain English. Not ten apps talking past each other. One intelligent surface that knows everything and surfaces what matters. They described what they wanted to Claude Design. Claude built the entire interface. Then they connected it to Opus 4.7 as the reasoning layer. Now instead of opening five apps to answer one question they just ask the dashboard. This is what personal computing looks like when the interface finally understands you. The people building their own AI OS right now will look back at this moment the way the first iPhone users looked back at 2007. You are early.

SOMEONE JUST BUILT A PERSONAL AI DASHBOARD WITH CLAUDE AND IT DOES NOT FEEL LIKE A TOOL. It feels like an operating system for their entire life. One screen. Their calendar. Their tasks. Their goals. Their content pipeline. Their finances. Their health metrics. All connected. All updated in real time. All queryable in plain English. Not ten apps talking past each other. One intelligent surface that knows everything and surfaces what matters. They described what they wanted to Claude Design. Claude built the entire interface. Then they connected it to Opus 4.7 as the reasoning layer. Now instead of opening five apps to answer one question they just ask the dashboard. This is what personal computing looks like when the interface finally understands you. The people building their own AI OS right now will look back at this moment the way the first iPhone users looked back at 2007. You are early.

194,912 views

A CHINESE TRADER BUILT A SECOND BRAIN IN OBSIDIAN THAT GENERATES 3 TRADING IDEAS EVERY MORNING AT 6AM AND MADE $180,000 IN 6 MONTHS. No Bloomberg terminal. No analytics desk. No team of analysts. A Mac Mini by the wall. An iPhone in his pocket. One local Obsidian vault. Six N8N pipelines running 24/7, pulling every article he reads, every podcast he listens to, and every voice note he drops into a Telegram bot—directly into the vault. Every night, a neural network reads across 4,000 connected notes and finds the strongest connections between fresh information and old theses. Every morning at 6AM, a brief lands in his inbox: - 3 trading ideas with confidence scores - The emerging thesis of the week - Any note that contradicts an active position The system only wakes him up when a fresh note contradicts his thesis, or when an idea breaks 90% confidence. Everything else runs without him. The monthly bill: $120 in API costs. The monthly return: approximately $30,000 into the account. Traditional quant funds pay teams of 8 people to produce the same flow of insights. He pays $120 and a Mac Mini. The full system breakdown is in the article below. Bookmark this before you pay for a Bloomberg subscription. Follow CyrilXBT for every solo operator setup that changes what one person can build.

A CHINESE TRADER BUILT A SECOND BRAIN IN OBSIDIAN THAT GENERATES 3 TRADING IDEAS EVERY MORNING AT 6AM AND MADE $180,000 IN 6 MONTHS. No Bloomberg terminal. No analytics desk. No team of analysts. A Mac Mini by the wall. An iPhone in his pocket. One local Obsidian vault. Six N8N pipelines running 24/7, pulling every article he reads, every podcast he listens to, and every voice note he drops into a Telegram bot—directly into the vault. Every night, a neural network reads across 4,000 connected notes and finds the strongest connections between fresh information and old theses. Every morning at 6AM, a brief lands in his inbox: - 3 trading ideas with confidence scores - The emerging thesis of the week - Any note that contradicts an active position The system only wakes him up when a fresh note contradicts his thesis, or when an idea breaks 90% confidence. Everything else runs without him. The monthly bill: $120 in API costs. The monthly return: approximately $30,000 into the account. Traditional quant funds pay teams of 8 people to produce the same flow of insights. He pays $120 and a Mac Mini. The full system breakdown is in the article below. Bookmark this before you pay for a Bloomberg subscription. Follow CyrilXBT for every solo operator setup that changes what one person can build.

130,261 views

A CHINESE TRADER BUILT A SECOND BRAIN IN OBSIDIAN THAT GENERATES 3 TRADING IDEAS EVERY MORNING AT 6AM AND MADE $180,000 IN 6 MONTHS. No Bloomberg terminal. No analytics desk. No team of analysts. A Mac Mini by the wall. An iPhone in his pocket. One local Obsidian vault. Six N8N pipelines running 24/7, pulling every article he reads, every podcast he listens to, and every voice note he drops into a Telegram bot—directly into the vault. Every night, a neural network reads across 4,000 connected notes and finds the strongest connections between fresh information and old theses. Every morning at 6AM, a brief lands in his inbox: - 3 trading ideas with confidence scores - The emerging thesis of the week - Any note that contradicts an active position The system only wakes him up when a fresh note contradicts his thesis, or when an idea breaks 90% confidence. Everything else runs without him. The monthly bill: $120 in API costs. The monthly return: approximately $30,000 into the account. Traditional quant funds pay teams of 8 people to produce the same flow of insights. He pays $120 and a Mac Mini. The full system breakdown is in the article below. Bookmark this before you pay for a Bloomberg subscription. Follow CyrilXBT for every solo operator setup that changes what one person can build.

A CHINESE TRADER BUILT A SECOND BRAIN IN OBSIDIAN THAT GENERATES 3 TRADING IDEAS EVERY MORNING AT 6AM AND MADE $180,000 IN 6 MONTHS. No Bloomberg terminal. No analytics desk. No team of analysts. A Mac Mini by the wall. An iPhone in his pocket. One local Obsidian vault. Six N8N pipelines running 24/7, pulling every article he reads, every podcast he listens to, and every voice note he drops into a Telegram bot—directly into the vault. Every night, a neural network reads across 4,000 connected notes and finds the strongest connections between fresh information and old theses. Every morning at 6AM, a brief lands in his inbox: - 3 trading ideas with confidence scores - The emerging thesis of the week - Any note that contradicts an active position The system only wakes him up when a fresh note contradicts his thesis, or when an idea breaks 90% confidence. Everything else runs without him. The monthly bill: $120 in API costs. The monthly return: approximately $30,000 into the account. Traditional quant funds pay teams of 8 people to produce the same flow of insights. He pays $120 and a Mac Mini. The full system breakdown is in the article below. Bookmark this before you pay for a Bloomberg subscription. Follow CyrilXBT for every solo operator setup that changes what one person can build.

118,544 views

Obsidian notes = raw material. This system = finished output. Five workflows that process every capture into something usable. Decision support. Writing fuel. Conversation material. Action triggers. Every note connected. Every idea surfaced at the right moment. Nothing captured and forgotten. The vault that produces instead of collects. Read this and Bookmark it now.

Obsidian notes = raw material. This system = finished output. Five workflows that process every capture into something usable. Decision support. Writing fuel. Conversation material. Action triggers. Every note connected. Every idea surfaced at the right moment. Nothing captured and forgotten. The vault that produces instead of collects. Read this and Bookmark it now.

92,767 views

A CHINESE TRADER BUILT A SECOND BRAIN IN OBSIDIAN THAT GENERATES 3 TRADING IDEAS EVERY MORNING AT 6AM AND MADE $180,000 IN 6 MONTHS. No Bloomberg terminal. No analytics desk. No team of analysts. A Mac Mini by the wall. An iPhone in his pocket. One local Obsidian vault. Six N8N pipelines running 24/7, pulling every article he reads, every podcast he listens to, and every voice note he drops into a Telegram bot—directly into the vault. Every night, a neural network reads across 4,000 connected notes and finds the strongest connections between fresh information and old theses. Every morning at 6AM, a brief lands in his inbox: - 3 trading ideas with confidence scores - The emerging thesis of the week - Any note that contradicts an active position The system only wakes him up when a fresh note contradicts his thesis, or when an idea breaks 90% confidence. Everything else runs without him. The monthly bill: $120 in API costs. The monthly return: approximately $30,000 into the account. Traditional quant funds pay teams of 8 people to produce the same flow of insights. He pays $120 and a Mac Mini. The full system breakdown is in the article below. Bookmark this before you pay for a Bloomberg subscription. Follow CyrilXBT for every solo operator setup that changes what one person can build.

A CHINESE TRADER BUILT A SECOND BRAIN IN OBSIDIAN THAT GENERATES 3 TRADING IDEAS EVERY MORNING AT 6AM AND MADE $180,000 IN 6 MONTHS. No Bloomberg terminal. No analytics desk. No team of analysts. A Mac Mini by the wall. An iPhone in his pocket. One local Obsidian vault. Six N8N pipelines running 24/7, pulling every article he reads, every podcast he listens to, and every voice note he drops into a Telegram bot—directly into the vault. Every night, a neural network reads across 4,000 connected notes and finds the strongest connections between fresh information and old theses. Every morning at 6AM, a brief lands in his inbox: - 3 trading ideas with confidence scores - The emerging thesis of the week - Any note that contradicts an active position The system only wakes him up when a fresh note contradicts his thesis, or when an idea breaks 90% confidence. Everything else runs without him. The monthly bill: $120 in API costs. The monthly return: approximately $30,000 into the account. Traditional quant funds pay teams of 8 people to produce the same flow of insights. He pays $120 and a Mac Mini. The full system breakdown is in the article below. Bookmark this before you pay for a Bloomberg subscription. Follow CyrilXBT for every solo operator setup that changes what one person can build.

53,224 views

THIS IS A GOLD MINE I found a website with thousands of free Skills, plugins, and agents for Claude. These are not simple prompts. Real tools for sales, marketing, content creation, programming, databases, automation, analysis, and even crypto trading. Hundreds of Claude plugins that could easily be sold for money. All of it is free. If you use Claude, this is an entire arsenal you can start using today

THIS IS A GOLD MINE I found a website with thousands of free Skills, plugins, and agents for Claude. These are not simple prompts. Real tools for sales, marketing, content creation, programming, databases, automation, analysis, and even crypto trading. Hundreds of Claude plugins that could easily be sold for money. All of it is free. If you use Claude, this is an entire arsenal you can start using today

21,461 views

Obsidian plus Vellum = a second brain that never stops thinking. Works while you sleep. Obsidian holds everything you know. Vellum reasons across it continuously. Every idea connected. Every pattern surfaced. Every insight waiting when you wake up. The people who build this tonight will never go back to thinking alone. Read this and Bookmark it now.

Obsidian plus Vellum = a second brain that never stops thinking. Works while you sleep. Obsidian holds everything you know. Vellum reasons across it continuously. Every idea connected. Every pattern surfaced. Every insight waiting when you wake up. The people who build this tonight will never go back to thinking alone. Read this and Bookmark it now.

35,003 views

sharing grok bots just jumped from “one day” to instantly public. i got early access and doom-scrolled 100 shared bot templates. [here are 6 i’d shamelessly steal:] →loops (matt) →master (farzad) →chief of staff (avid) →growth desk (avid) →forge (robert) →grok bot coach (amina) here’s the play to put your own grok bots in front of everyone. yeah, people can clone the bot. but they can’t clone the vault behind it, the handoffs you designed, or the taste you baked into the graph.

sharing grok bots just jumped from “one day” to instantly public. i got early access and doom-scrolled 100 shared bot templates. [here are 6 i’d shamelessly steal:] →loops (matt) →master (farzad) →chief of staff (avid) →growth desk (avid) →forge (robert) →grok bot coach (amina) here’s the play to put your own grok bots in front of everyone. yeah, people can clone the bot. but they can’t clone the vault behind it, the handoffs you designed, or the taste you baked into the graph.

25,463 views

A CHINESE TRADER BUILT A SECOND BRAIN IN OBSIDIAN THAT GENERATES 3 TRADING IDEAS EVERY MORNING AT 6AM AND MADE $180,000 IN 6 MONTHS. No Bloomberg terminal. No analytics desk. No team of analysts. A Mac Mini by the wall. An iPhone in his pocket. One local Obsidian vault. Six N8N pipelines running 24/7, pulling every article he reads, every podcast he listens to, and every voice note he drops into a Telegram bot—directly into the vault. Every night, a neural network reads across 4,000 connected notes and finds the strongest connections between fresh information and old theses. Every morning at 6AM, a brief lands in his inbox: - 3 trading ideas with confidence scores - The emerging thesis of the week - Any note that contradicts an active position The system only wakes him up when a fresh note contradicts his thesis, or when an idea breaks 90% confidence. Everything else runs without him. The monthly bill: $120 in API costs. The monthly return: approximately $30,000 into the account. Traditional quant funds pay teams of 8 people to produce the same flow of insights. He pays $120 and a Mac Mini. The full system breakdown is in the article below. Bookmark this before you pay for a Bloomberg subscription.

A CHINESE TRADER BUILT A SECOND BRAIN IN OBSIDIAN THAT GENERATES 3 TRADING IDEAS EVERY MORNING AT 6AM AND MADE $180,000 IN 6 MONTHS. No Bloomberg terminal. No analytics desk. No team of analysts. A Mac Mini by the wall. An iPhone in his pocket. One local Obsidian vault. Six N8N pipelines running 24/7, pulling every article he reads, every podcast he listens to, and every voice note he drops into a Telegram bot—directly into the vault. Every night, a neural network reads across 4,000 connected notes and finds the strongest connections between fresh information and old theses. Every morning at 6AM, a brief lands in his inbox: - 3 trading ideas with confidence scores - The emerging thesis of the week - Any note that contradicts an active position The system only wakes him up when a fresh note contradicts his thesis, or when an idea breaks 90% confidence. Everything else runs without him. The monthly bill: $120 in API costs. The monthly return: approximately $30,000 into the account. Traditional quant funds pay teams of 8 people to produce the same flow of insights. He pays $120 and a Mac Mini. The full system breakdown is in the article below. Bookmark this before you pay for a Bloomberg subscription.

46,087 views

Obsidian plus Vellum = a second brain that never stops thinking. Works while you sleep. Obsidian holds everything you know. Vellum reasons across it continuously. Every idea connected. Every pattern surfaced. Every insight waiting when you wake up. The people who build this tonight will never go back to thinking alone. Read this and Bookmark it now.

Obsidian plus Vellum = a second brain that never stops thinking. Works while you sleep. Obsidian holds everything you know. Vellum reasons across it continuously. Every idea connected. Every pattern surfaced. Every insight waiting when you wake up. The people who build this tonight will never go back to thinking alone. Read this and Bookmark it now.

18,154 views

Fable 5 dropping again is the biggest AI moment of the year. It’s also a usage limit trap if you don’t know what you’re doing. I just mapped out the full system to run it at 10x lower cost: - 10-80-10 framework - Model routing table - Loop engineering - Codex setup - Context memory - And every mistake that burns your limit in the first hour Don’t open Fable again until you read this.

Fable 5 dropping again is the biggest AI moment of the year. It’s also a usage limit trap if you don’t know what you’re doing. I just mapped out the full system to run it at 10x lower cost: - 10-80-10 framework - Model routing table - Loop engineering - Codex setup - Context memory - And every mistake that burns your limit in the first hour Don’t open Fable again until you read this.

33,834 views

SOMEONE VISUALIZED THEIR SECOND BRAIN AS A COLOR CODED CLUSTER YOU CAN ROTATE every note sized by weight, activity bleeding through in reds and oranges, months of thinking compressed into one shape you can spin around this article runs a different kind of second brain through the same idea, four agents instead of one static map, each one updating its own cluster every six hours as new notes, chats, and code sessions come in the map isn’t just a snapshot here, it keeps redrawing itself while you sleep full breakdown in the article below👇

SOMEONE VISUALIZED THEIR SECOND BRAIN AS A COLOR CODED CLUSTER YOU CAN ROTATE every note sized by weight, activity bleeding through in reds and oranges, months of thinking compressed into one shape you can spin around this article runs a different kind of second brain through the same idea, four agents instead of one static map, each one updating its own cluster every six hours as new notes, chats, and code sessions come in the map isn’t just a snapshot here, it keeps redrawing itself while you sleep full breakdown in the article below👇

29,386 views

BEFORE: $500 a month across six different tools. Switching between apps all day. Context scattered everywhere. AFTER: One Obsidian vault. One Claude subscription. Everything in one place. Same capability. Fraction of the cost. Zero app switching. The full setup is in the article below.

BEFORE: $500 a month across six different tools. Switching between apps all day. Context scattered everywhere. AFTER: One Obsidian vault. One Claude subscription. Everything in one place. Same capability. Fraction of the cost. Zero app switching. The full setup is in the article below.

36,525 views

Nemotron 3 Ultra versus DeepSeek V4 versus MiniMax M3 versus Qwen 3.7 Max. Same two prompts. Four frontier models. One honest comparison. Fast. Genuinely good. More impressive than the benchmarks suggested. Full results below. Bookmark this before your next model decision.

Nemotron 3 Ultra versus DeepSeek V4 versus MiniMax M3 versus Qwen 3.7 Max. Same two prompts. Four frontier models. One honest comparison. Fast. Genuinely good. More impressive than the benchmarks suggested. Full results below. Bookmark this before your next model decision.

30,261 views

A SMALL HOMELAB GIVES YOUR AI AGENTS AN ACTUAL PLACE TO LIVE. Not a browser tab you have to remember to open. Not a session that resets the second you close your laptop. An always-on box running in the corner of a room: holding context, running cron jobs, executing tasks while you sleep. Entry hardware for this starts shockingly low. Devices like the Jetson Orin Nano run real agent workloads at 15 watts for around $250. The agent stops being something you visit. It becomes something that is just always running. Bookmark this. Follow CyrilXBT

A SMALL HOMELAB GIVES YOUR AI AGENTS AN ACTUAL PLACE TO LIVE. Not a browser tab you have to remember to open. Not a session that resets the second you close your laptop. An always-on box running in the corner of a room: holding context, running cron jobs, executing tasks while you sleep. Entry hardware for this starts shockingly low. Devices like the Jetson Orin Nano run real agent workloads at 15 watts for around $250. The agent stops being something you visit. It becomes something that is just always running. Bookmark this. Follow CyrilXBT

13,679 views

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Do the math on 1,000 coding tasks a month. Opus 5.5 doing everything: $6,420 Jev + Opus 5.5: $2,000 That's $4,420 a month back. $53,040 a year. Same tasks. Same model writing the code. The only difference is who makes the small decisions. Full build below. Bookmark this.
0:24
cyrilXBT's profile picture

Do the math on 1,000 coding tasks a month. Opus 5.5 doing everything: $6,420 Jev + Opus 5.5: $2,000 That's $4,420 a month back. $53,040 a year. Same tasks. Same model writing the code. The only difference is who makes the small decisions. Full build below. Bookmark this.

CyrilXBT

20,547 views • 1 day ago

INSTEAD OF WATCHING NETFLIX TONIGHT. Spend 1 hour with this. Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything. The people who watch this tonight will wake up tomorrow with a skill that most people will not have in 2 years. The people who skip it will still be watching Netflix next year wondering why nothing in their life has changed. Your call.
59:51
cyrilXBT's profile picture

INSTEAD OF WATCHING NETFLIX TONIGHT. Spend 1 hour with this. Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything. The people who watch this tonight will wake up tomorrow with a skill that most people will not have in 2 years. The people who skip it will still be watching Netflix next year wondering why nothing in their life has changed. Your call.

CyrilXBT

4,096,779 views • 6 months ago

Your coding agent is a surgeon doing the paperwork. Opus 5.5 is brilliant. And you're paying it to decide which file to open. Which test to run. Whether to retry. That's not surgery. That's admin. Give the admin to Jev. Keep the surgeon in surgery. Same results. A third of the bill. Full architecture below 👇
0:25
cyrilXBT's profile picture

Your coding agent is a surgeon doing the paperwork. Opus 5.5 is brilliant. And you're paying it to decide which file to open. Which test to run. Whether to retry. That's not surgery. That's admin. Give the admin to Jev. Keep the surgeon in surgery. Same results. A third of the bill. Full architecture below 👇

CyrilXBT

25,329 views • 2 days ago

What if you could use Claude Code without paying for tokens? free-claude-code is an open source CLI that lets you run Claude Code, Codex, OpenCode and more on free token sources. Terminal. IDE. Desktop app. Even your phone. Perfect for learning the tools before you pay for them. Check which models it routes to before you trust it with real work. Repo below 👇
0:30
cyrilXBT's profile picture

What if you could use Claude Code without paying for tokens? free-claude-code is an open source CLI that lets you run Claude Code, Codex, OpenCode and more on free token sources. Terminal. IDE. Desktop app. Even your phone. Perfect for learning the tools before you pay for them. Check which models it routes to before you trust it with real work. Repo below 👇

CyrilXBT

15,596 views • 1 day ago

BEFORE: New session. Paste your context. Explain your project again. Repeat tomorrow. AFTER: New session. Opus 5.5 reads its memory. Picks up exactly where you left off. Plain markdown files. Version checks so nothing gets overwritten. Tests so you know it works. How to build it from scratch
0:24
cyrilXBT's profile picture

BEFORE: New session. Paste your context. Explain your project again. Repeat tomorrow. AFTER: New session. Opus 5.5 reads its memory. Picks up exactly where you left off. Plain markdown files. Version checks so nothing gets overwritten. Tests so you know it works. How to build it from scratch

CyrilXBT

23,351 views • 2 days ago

If you have a file called context.txt that you paste into Claude every morning, read this. You already built a memory system. A manual one. That you update by hand. And forget to update. Let Opus 5.5 do it. It writes what it learns. Cleans it up. Loads only what each task needs. Your context.txt, but automatic. How to build it
0:25
cyrilXBT's profile picture

If you have a file called context.txt that you paste into Claude every morning, read this. You already built a memory system. A manual one. That you update by hand. And forget to update. Let Opus 5.5 do it. It writes what it learns. Cleans it up. Loads only what each task needs. Your context.txt, but automatic. How to build it

CyrilXBT

23,641 views • 3 days ago

Do the math on 1,000 coding tasks a month. Opus 5.5 doing everything: $6,420 Jev + Opus 5.5: $2,000 That's $4,420 a month back. $53,040 a year. Same tasks. Same model writing the code. The only difference is who makes the small decisions. Full build below. Bookmark this.
0:24
cyrilXBT's profile picture

Do the math on 1,000 coding tasks a month. Opus 5.5 doing everything: $6,420 Jev + Opus 5.5: $2,000 That's $4,420 a month back. $53,040 a year. Same tasks. Same model writing the code. The only difference is who makes the small decisions. Full build below. Bookmark this.

CyrilXBT

31,446 views • 7 days ago

Your coding agent is a surgeon doing the paperwork. Opus 5.5 is brilliant. And you're paying it to decide which file to open. Which test to run. Whether to retry. That's not surgery. That's admin. Give the admin to Jev. Keep the surgeon in surgery. Same results. A third of the bill. Full architecture below 👇
0:25
cyrilXBT's profile picture

Your coding agent is a surgeon doing the paperwork. Opus 5.5 is brilliant. And you're paying it to decide which file to open. Which test to run. Whether to retry. That's not surgery. That's admin. Give the admin to Jev. Keep the surgeon in surgery. Same results. A third of the bill. Full architecture below 👇

CyrilXBT

29,553 views • 7 days ago

5 signs your Opus 5.5 setup needs a memory system: 1. You keep a context.txt you paste into every chat 2. It suggests the fix you rejected yesterday 3. It forgets your writing style every session 4. Long sessions get worse instead of better 5. You've typed "as I said before" this week If you hit 2 or more, read this Write. Consolidate. Recall. Bookmark it.
0:24
cyrilXBT's profile picture

5 signs your Opus 5.5 setup needs a memory system: 1. You keep a context.txt you paste into every chat 2. It suggests the fix you rejected yesterday 3. It forgets your writing style every session 4. Long sessions get worse instead of better 5. You've typed "as I said before" this week If you hit 2 or more, read this Write. Consolidate. Recall. Bookmark it.

CyrilXBT

12,486 views • 3 days ago

I genuinely don't understand why everyone isn't using this yet. Andrej Karpathy, OpenAI co-founder, posted a simple idea that went massively viral: Stop using AI to write code. Use it to build a second brain. You point Claude Code at a folder. Drop in any source: an article, a transcript, a PDF. Claude reads it, links it, files it into a living wiki of everything you know. It compounds like interest. The more you feed it, the smarter it gets. Here's the whole thing: 1) Install Obsidian 2) Create a vault 3) Open it in Claude Code 4) Paste Karpathy's wiki idea and tell Claude to build it 5) Claude makes three folders: - raw (for sources) - wiki (for its pages) - CLAUDE. md (that runs it) 6) Drop any source into raw and say: "ingest this" 7) Ask questions across everything, forever Five minutes to set up and you never start from a blank chat again. Full step by step guide below.
1:48
cyrilXBT's profile picture

I genuinely don't understand why everyone isn't using this yet. Andrej Karpathy, OpenAI co-founder, posted a simple idea that went massively viral: Stop using AI to write code. Use it to build a second brain. You point Claude Code at a folder. Drop in any source: an article, a transcript, a PDF. Claude reads it, links it, files it into a living wiki of everything you know. It compounds like interest. The more you feed it, the smarter it gets. Here's the whole thing: 1) Install Obsidian 2) Create a vault 3) Open it in Claude Code 4) Paste Karpathy's wiki idea and tell Claude to build it 5) Claude makes three folders: - raw (for sources) - wiki (for its pages) - CLAUDE. md (that runs it) 6) Drop any source into raw and say: "ingest this" 7) Ask questions across everything, forever Five minutes to set up and you never start from a blank chat again. Full step by step guide below.

CyrilXBT

332,800 views • 3 months ago

YOU CAN BUILD AN AI SECOND BRAIN IN 15 MINUTES. No coding experience. No $1000 course. Here is the entire setup. Step 1: Download Claude Desktop. Step 2: Download Obsidian. Step 3: Create a new vault and start dropping .MD files into it. Step 4: Tell Claude Code to connect to your vault using Karpathy's prompt: That is it. Your entire knowledge base becomes searchable, connectable, and queryable by the most powerful AI model on earth. Every note you have ever written. Every idea you have ever captured. Every resource you have ever saved. Claude reads all of it, finds connections you missed, and surfaces insights from your own thinking that you FORGOT you had. Most people use Claude as a search engine. The people building second brains use it as an INTELLIGENCE LAYER on top of everything they know. That gap is the gap between asking Google a question and having a research partner who has read everything you have ever written. Bookmark this. Build it tonight. Follow CyrilXBT
1:19
cyrilXBT's profile picture

YOU CAN BUILD AN AI SECOND BRAIN IN 15 MINUTES. No coding experience. No $1000 course. Here is the entire setup. Step 1: Download Claude Desktop. Step 2: Download Obsidian. Step 3: Create a new vault and start dropping .MD files into it. Step 4: Tell Claude Code to connect to your vault using Karpathy's prompt: That is it. Your entire knowledge base becomes searchable, connectable, and queryable by the most powerful AI model on earth. Every note you have ever written. Every idea you have ever captured. Every resource you have ever saved. Claude reads all of it, finds connections you missed, and surfaces insights from your own thinking that you FORGOT you had. Most people use Claude as a search engine. The people building second brains use it as an INTELLIGENCE LAYER on top of everything they know. That gap is the gap between asking Google a question and having a research partner who has read everything you have ever written. Bookmark this. Build it tonight. Follow CyrilXBT

CyrilXBT

262,725 views • 3 months ago

6 commands replaced my entire productivity stack. /process → empties my inbox /connect → finds links I missed /review → tells me what I forgot /ask → answers from MY notes /draft → turns notes into posts /decide → turns notes into decisions One Obsidian vault. One Opus 5.5. Full course with every prompt below. Save this.
0:25
cyrilXBT's profile picture

6 commands replaced my entire productivity stack. /process → empties my inbox /connect → finds links I missed /review → tells me what I forgot /ask → answers from MY notes /draft → turns notes into posts /decide → turns notes into decisions One Obsidian vault. One Opus 5.5. Full course with every prompt below. Save this.

CyrilXBT

37,695 views • 15 days ago

POV: your notes finally talk back "You wrote about this exact problem in March." "These 3 notes contradict each other." "You promised Sam a follow up 9 days ago." "This idea has 14 links and you never posted it." That's Opus 5.5 running a second brain. How to build it in under an hour 👇
0:24
cyrilXBT's profile picture

POV: your notes finally talk back "You wrote about this exact problem in March." "These 3 notes contradict each other." "You promised Sam a follow up 9 days ago." "This idea has 14 links and you never posted it." That's Opus 5.5 running a second brain. How to build it in under an hour 👇

CyrilXBT

33,544 views • 15 days ago

This is F**king dangerous Someone figured out how to get dramatically sharper reasoning out of Opus 4.8 with one setup. Here is how: Ask Claude to write you an "operating manual" for how it should reason through your work Create a new Claude Project and paste that .md into the Project instructions Run Opus 4.8 on High or Max effort Now the model reasons against a real framework instead of improvising every response. Same model. Far better output. And Opus 4.8 already costs a fraction of Fable 5. Save and bookmark this. Follow CyrilXBT
0:41
cyrilXBT's profile picture

This is F**king dangerous Someone figured out how to get dramatically sharper reasoning out of Opus 4.8 with one setup. Here is how: Ask Claude to write you an "operating manual" for how it should reason through your work Create a new Claude Project and paste that .md into the Project instructions Run Opus 4.8 on High or Max effort Now the model reasons against a real framework instead of improvising every response. Same model. Far better output. And Opus 4.8 already costs a fraction of Fable 5. Save and bookmark this. Follow CyrilXBT

CyrilXBT

198,085 views • 3 months ago

BEFORE: 2,000 notes. Zero I could find. Inbox full of guilt. AFTER: Inbox empty every morning. Every note linked. Weekly review written for me. Same notes. Different brain. The difference is Opus 5.5 and one CLAUDE. md file. How to set it up from scratch 👇
0:21
cyrilXBT's profile picture

BEFORE: 2,000 notes. Zero I could find. Inbox full of guilt. AFTER: Inbox empty every morning. Every note linked. Weekly review written for me. Same notes. Different brain. The difference is Opus 5.5 and one CLAUDE. md file. How to set it up from scratch 👇

CyrilXBT

31,206 views • 15 days ago

What the fuck bro talking about 😭
0:39
cyrilXBT's profile picture

What the fuck bro talking about 😭

CyrilXBT

561,563 views • 11 months ago

Obsidian + Claude Code = 24/7 personal operating system. Works while you sleep. The people who build this tonight will never work the same way again. Watch it and Bookmark it now.
14:43
cyrilXBT's profile picture

Obsidian + Claude Code = 24/7 personal operating system. Works while you sleep. The people who build this tonight will never work the same way again. Watch it and Bookmark it now.

CyrilXBT

234,283 views • 5 months ago

Obsidian trading journal = a system that studies every trade you make. Works while you sleep. Every pattern identified. Every edge validated. Every mistake documented so it never costs you twice. After 30 days it knows your trading better than you do. After 90 days it is preventing losses your past positions already predicted. The people who build this tonight will never trade the same way again. Read this and Bookmark it now.
0:44
cyrilXBT's profile picture

Obsidian trading journal = a system that studies every trade you make. Works while you sleep. Every pattern identified. Every edge validated. Every mistake documented so it never costs you twice. After 30 days it knows your trading better than you do. After 90 days it is preventing losses your past positions already predicted. The people who build this tonight will never trade the same way again. Read this and Bookmark it now.

CyrilXBT

205,924 views • 4 months ago

Hermes Agent. Zero to full autonomous operation. One complete course. Installation. Skills. Memory. MCP. Scheduler. Multi-agent. Works while you sleep. The people who build this system will never manually operate a content, research, or business workflow again. The compounding starts from the first automated skill that runs. Read this and bookmark it now.
0:38
cyrilXBT's profile picture

Hermes Agent. Zero to full autonomous operation. One complete course. Installation. Skills. Memory. MCP. Scheduler. Multi-agent. Works while you sleep. The people who build this system will never manually operate a content, research, or business workflow again. The compounding starts from the first automated skill that runs. Read this and bookmark it now.

CyrilXBT

180,023 views • 4 months ago

If your coding agent costs more than $2 per feature, read this. You're probably paying for 3 things you don't need: Opus reading every file in the repo. Opus making choices a $0.042 model can make. Simple tasks running on the most expensive model. Fix those 3 and the same agent drops from $6.42 to $2.00 per task. Full architecture with code below 👇
0:25
cyrilXBT's profile picture

If your coding agent costs more than $2 per feature, read this. You're probably paying for 3 things you don't need: Opus reading every file in the repo. Opus making choices a $0.042 model can make. Simple tasks running on the most expensive model. Fix those 3 and the same agent drops from $6.42 to $2.00 per task. Full architecture with code below 👇

CyrilXBT

10,332 views • 6 days ago