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godsystem
Joined August 2026
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This is f*cking insane. SpaceXAI founder Elon Musk: "Anything that is digital, which is like just someone at a computer doing something, AI is going to take over those jobs like lightning Just like digital computers took over the job of people doing manual calculations, but much faster" In 5 minutes, he explains which jobs survive what he calls the supersonic tsunami, and which ones are already being wiped out Pencil And Paper → Computers → Grok Agents → Every Desk Job On Autopilot Email, phone calls, coding: the first to go Plumbing, welding, cooking, farming: the last His bottom line: "Ultimately, working will be optional" The people who make it through are the ones running the agents, not the ones competing with them Worth more than any $3,500 AI course Bookmark it and watch it tonight Then read how to put your own agents to work before the wave hits in the harness engineering guide below ↓
Your agent passed every test The issue is still open A better prompt won't fix it, because the model isn't the broken part I broke down the harness, loop and graph around it: what each one owns, how they nest, and which one to fix first ↓
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This is f*cking insane. OpenAI CEO Sam Altman: "We are going to see 10-person billion-dollar companies pretty soon If I were 22 right now, I would feel like the luckiest kid in history" In 22 seconds, he explains why the next billion-dollar company won't need a building full of people, just a few founders and their agents ChatGPT → Codex → Agent Builder → Agents SDK → Evals → A 10-Person Company Run By Agents Most people will feel motivated for 3 minutes, then go back to scrolling The few who act will start building their company this weekend Save this before it disappears from your feed Everything below is free: Find what to automate first cdn.openai.com/business-guid… How companies put AI to work cdn.openai.com/business-guid… Codex in the cloud chatgpt.com/codex Codex skills github.com/openai/skills Agent Builder (agents without code) platform.openai.com/docs/gui… Function calling (give your agents tools) platform.openai.com/docs/gui… Agents SDK for JavaScript openai.github.io/openai-agen… Agents SDK examples github.com/openai/openai-age… A customer service agent team you can copy github.com/openai/openai-cs-… Voice agents github.com/openai/openai-rea… Evals (check your agents' work) platform.openai.com/docs/gui… All of this costs $0 The 10-person billion-dollar company will be built by someone who opened these links, not someone who scrolled past them Bookmark it and start with the first link tonight Then read how to set up the agent team behind a tiny company in the harness engineering guide below ↓
Your agent passed every test The issue is still open A better prompt won't fix it, because the model isn't the broken part I broke down the harness, loop and graph around it: what each one owns, how they nest, and which one to fix first ↓
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This is f*cking insane. SpaceXAI founder Elon Musk: "Anything that is digital, which is like just someone at a computer doing something, AI is going to take over those jobs like lightning Just like digital computers took over the job of people doing manual calculations, but much faster" In 5 minutes, he explains which jobs survive what he calls the supersonic tsunami, and which ones are already being wiped out Pencil And Paper → Computers → Grok Agents → Every Desk Job On Autopilot Email, phone calls, coding: the first to go Plumbing, welding, cooking, farming: the last His bottom line: "Ultimately, working will be optional" The people who make it through are the ones running the agents, not the ones competing with them Worth more than any $3,500 AI course Bookmark it and watch it tonight Then read how to put your own agents to work before the wave hits in the harness engineering guide below ↓
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godsystem retweeted
This is f*cking insane. OpenAI CEO Sam Altman: "We are going to see 10-person billion-dollar companies pretty soon If I were 22 right now, I would feel like the luckiest kid in history" In 22 seconds, he explains why the next billion-dollar company won't need a building full of people, just a few founders and their agents ChatGPT → Codex → Agent Builder → Agents SDK → Evals → A 10-Person Company Run By Agents Most people will feel motivated for 3 minutes, then go back to scrolling The few who act will start building their company this weekend Save this before it disappears from your feed Everything below is free: Find what to automate first cdn.openai.com/business-guid… How companies put AI to work cdn.openai.com/business-guid… Codex in the cloud chatgpt.com/codex Codex skills github.com/openai/skills Agent Builder (agents without code) platform.openai.com/docs/gui… Function calling (give your agents tools) platform.openai.com/docs/gui… Agents SDK for JavaScript openai.github.io/openai-agen… Agents SDK examples github.com/openai/openai-age… A customer service agent team you can copy github.com/openai/openai-cs-… Voice agents github.com/openai/openai-rea… Evals (check your agents' work) platform.openai.com/docs/gui… All of this costs $0 The 10-person billion-dollar company will be built by someone who opened these links, not someone who scrolled past them Bookmark it and start with the first link tonight Then read how to set up the agent team behind a tiny company in the harness engineering guide below ↓
Your agent passed every test The issue is still open A better prompt won't fix it, because the model isn't the broken part I broke down the harness, loop and graph around it: what each one owns, how they nest, and which one to fix first ↓
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This is f*cking insane. Microsoft CEO Satya Nadella: "Microsoft has 200,000 employees, and we're going to have 2 million agents, or 20 million agents, all in a loop What happened in coding is going to happen across all work. You give it a high-level intent and it goes off and does the whole job" In this 1-hour talk with LinkedIn founder Reid Hoffman, he explains why AI stopped being a tool and became the future of the company Autocomplete → Chat → Agent Mode → Fire And Forget → 100 Agents Per Person He already runs 100 agent sessions at once, so many that Microsoft built a new app just to manage them The people who learn to run agents now will be the ones every company hires next This talk is worth more than most $3,000 AI courses Bookmark and watch it today Then read the enhanced edition of harness engineering below and build your first agent team ↓
Your agent passed every test The issue is still open A better prompt won't fix it, because the model isn't the broken part I broke down the harness, loop and graph around it: what each one owns, how they nest, and which one to fix first ↓
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check it too, must to watch ↓ teapawt.org/godsystemsmd/status/21…
This is f*cking insane. OpenAI CEO Sam Altman: "We are going to see 10-person billion-dollar companies pretty soon If I were 22 right now, I would feel like the luckiest kid in history" In 22 seconds, he explains why the next billion-dollar company won't need a building full of people, just a few founders and their agents ChatGPT → Codex → Agent Builder → Agents SDK → Evals → A 10-Person Company Run By Agents Most people will feel motivated for 3 minutes, then go back to scrolling The few who act will start building their company this weekend Save this before it disappears from your feed Everything below is free: Find what to automate first cdn.openai.com/business-guid… How companies put AI to work cdn.openai.com/business-guid… Codex in the cloud chatgpt.com/codex Codex skills github.com/openai/skills Agent Builder (agents without code) platform.openai.com/docs/gui… Function calling (give your agents tools) platform.openai.com/docs/gui… Agents SDK for JavaScript openai.github.io/openai-agen… Agents SDK examples github.com/openai/openai-age… A customer service agent team you can copy github.com/openai/openai-cs-… Voice agents github.com/openai/openai-rea… Evals (check your agents' work) platform.openai.com/docs/gui… All of this costs $0 The 10-person billion-dollar company will be built by someone who opened these links, not someone who scrolled past them Bookmark it and start with the first link tonight Then read how to set up the agent team behind a tiny company in the harness engineering guide below ↓
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godsystem retweeted
This is f*cking insane. Microsoft CEO Satya Nadella: "Microsoft has 200,000 employees, and we're going to have 2 million agents, or 20 million agents, all in a loop What happened in coding is going to happen across all work. You give it a high-level intent and it goes off and does the whole job" In this 1-hour talk with LinkedIn founder Reid Hoffman, he explains why AI stopped being a tool and became the future of the company Autocomplete → Chat → Agent Mode → Fire And Forget → 100 Agents Per Person He already runs 100 agent sessions at once, so many that Microsoft built a new app just to manage them The people who learn to run agents now will be the ones every company hires next This talk is worth more than most $3,000 AI courses Bookmark and watch it today Then read the enhanced edition of harness engineering below and build your first agent team ↓
Your agent passed every test The issue is still open A better prompt won't fix it, because the model isn't the broken part I broke down the harness, loop and graph around it: what each one owns, how they nest, and which one to fix first ↓
15
86
7
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188,057
This is f*cking insane. Former Google CEO Eric Schmidt, the man who ran Google for 10 years: "If you really want to make money, it's actually easy, found an agentic AI company, I mean build an agent to do something If you build a better agent than anyone else, you can probably build one incredible company and own it yourself" In 27 seconds, he explains why the next year or two is the agentic period, and why the window won't stay open Prompts → Claude Code → Memory → Skills → MCP → A Company You Own Yourself Save this before it disappears from your feed Everything below is free: Agent architecture langchain.com/blog?category_… Claude Code 101 anthropic.skilljar.com/claud… Claude Code in action anthropic.skilljar.com/claud… Prompt engineering platform.claude.com/docs/en/… Interactive prompt course github.com/anthropics/course… Claude.md + memory code.claude.com/docs/en/clau… Skills code.claude.com/docs/en/skil… MCP code.claude.com/docs/en/mcp Routines code.claude.com/docs/en/rout… Claude Code ultimate guide github.com/FlorianBruniaux/c… Awesome Claude Code github.com/hesreallyhim/awes… Anthropic academy anthropic.skilljar.com Official Claude Code docs code.claude.com/docs/en/over… All of this costs $0 95% will spend the agentic period scrolling AI threads, the 5% who ship agents will own the companies that come out of it Bookmark it and start with the first link tonight Then read how to build an agent that actually does the job in the harness engineering guide below ↓
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This is f*cking insane. Microsoft CEO Satya Nadella: "Microsoft has 200,000 employees, and we're going to have 2 million agents, or 20 million agents, all in a loop What happened in coding is going to happen across all work. You give it a high-level intent and it goes off and does the whole job" In this 1-hour talk with LinkedIn founder Reid Hoffman, he explains why AI stopped being a tool and became the future of the company Autocomplete → Chat → Agent Mode → Fire And Forget → 100 Agents Per Person He already runs 100 agent sessions at once, so many that Microsoft built a new app just to manage them The people who learn to run agents now will be the ones every company hires next This talk is worth more than most $3,000 AI courses Bookmark and watch it today Then read the enhanced edition of harness engineering below and build your first agent team ↓
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This is f*cking insane. Former Google CEO Eric Schmidt just said it out loud: "We believe as an industry that in the next one year, the vast majority of programmers will be replaced by AI programmers" Most people will argue about whether he's right Smart people are already learning to manage the AI programmers ChatGPT → Codex → AGENTS.md → MCP → Agents SDK → An AI Coding Team That Works For You This is not about asking ChatGPT to write one function It's about turning Codex into a full coding team Save this before it disappears from your feed Everything below is free: Codex + ChatGPT docs learn.chatgpt.com/docs Codex CLI github.com/openai/codex AGENTS.md (your project's memory) agents.md AGENTS.md inside Codex learn.chatgpt.com/docs/agent… MCP learn.chatgpt.com/docs/exten… Agents SDK openai.github.io/openai-agen… A practical guide to building agents cdn.openai.com/business-guid… Prompt engineering developers.openai.com/api/do… OpenAI Cookbook developers.openai.com/cookbo… Cookbook on GitHub github.com/openai/openai-coo… Prompt engineering for developers (with Andrew Ng) deeplearning.ai/short-course… OpenAI Academy academy.openai.com All of this costs $0 Most people will keep asking ChatGPT one question at a time Bookmark this and open the Codex CLI repo tonight Then read the harness engineering guide below to see how it all fits into one working agent ↓
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This is f*cking insane. Microsoft CEO Satya Nadella: "Microsoft has 200,000 employees, and we're going to have 2 million agents, or 20 million agents, all in a loop What happened in coding is going to happen across all work. You give it a high-level intent and it goes off and does the whole job" In this 1-hour talk with LinkedIn founder Reid Hoffman, he explains why AI stopped being a tool and became the future of the company Autocomplete → Chat → Agent Mode → Fire And Forget → 100 Agents Per Person He already runs 100 agent sessions at once, so many that Microsoft built a new app just to manage them The people who learn to run agents now will be the ones every company hires next This talk is worth more than most $3,000 AI courses Bookmark and watch it today Then read the enhanced edition of harness engineering below and build your first agent team ↓
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godsystem retweeted
This is f*cking insane. Former Google CEO Eric Schmidt just said it out loud: "We believe as an industry that in the next one year, the vast majority of programmers will be replaced by AI programmers" Most people will argue about whether he's right Smart people are already learning to manage the AI programmers ChatGPT → Codex → AGENTS.md → MCP → Agents SDK → An AI Coding Team That Works For You This is not about asking ChatGPT to write one function It's about turning Codex into a full coding team Save this before it disappears from your feed Everything below is free: Codex + ChatGPT docs learn.chatgpt.com/docs Codex CLI github.com/openai/codex AGENTS.md (your project's memory) agents.md AGENTS.md inside Codex learn.chatgpt.com/docs/agent… MCP learn.chatgpt.com/docs/exten… Agents SDK openai.github.io/openai-agen… A practical guide to building agents cdn.openai.com/business-guid… Prompt engineering developers.openai.com/api/do… OpenAI Cookbook developers.openai.com/cookbo… Cookbook on GitHub github.com/openai/openai-coo… Prompt engineering for developers (with Andrew Ng) deeplearning.ai/short-course… OpenAI Academy academy.openai.com All of this costs $0 Most people will keep asking ChatGPT one question at a time Bookmark this and open the Codex CLI repo tonight Then read the harness engineering guide below to see how it all fits into one working agent ↓
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This is f*cking insane. Former Google CEO Eric Schmidt just said it out loud: "We believe as an industry that in the next one year, the vast majority of programmers will be replaced by AI programmers" Most people will argue about whether he's right Smart people are already learning to manage the AI programmers ChatGPT → Codex → AGENTS.md → MCP → Agents SDK → An AI Coding Team That Works For You This is not about asking ChatGPT to write one function It's about turning Codex into a full coding team Save this before it disappears from your feed Everything below is free: Codex + ChatGPT docs learn.chatgpt.com/docs Codex CLI github.com/openai/codex AGENTS.md (your project's memory) agents.md AGENTS.md inside Codex learn.chatgpt.com/docs/agent… MCP learn.chatgpt.com/docs/exten… Agents SDK openai.github.io/openai-agen… A practical guide to building agents cdn.openai.com/business-guid… Prompt engineering developers.openai.com/api/do… OpenAI Cookbook developers.openai.com/cookbo… Cookbook on GitHub github.com/openai/openai-coo… Prompt engineering for developers (with Andrew Ng) deeplearning.ai/short-course… OpenAI Academy academy.openai.com All of this costs $0 Most people will keep asking ChatGPT one question at a time Bookmark this and open the Codex CLI repo tonight Then read the harness engineering guide below to see how it all fits into one working agent ↓
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godsystem retweeted
This is f*cking insane. Former Google CEO Eric Schmidt, the man who ran Google for 10 years: "If you really want to make money, it's actually easy, found an agentic AI company, I mean build an agent to do something If you build a better agent than anyone else, you can probably build one incredible company and own it yourself" In 27 seconds, he explains why the next year or two is the agentic period, and why the window won't stay open Prompts → Claude Code → Memory → Skills → MCP → A Company You Own Yourself Save this before it disappears from your feed Everything below is free: Agent architecture langchain.com/blog?category_… Claude Code 101 anthropic.skilljar.com/claud… Claude Code in action anthropic.skilljar.com/claud… Prompt engineering platform.claude.com/docs/en/… Interactive prompt course github.com/anthropics/course… Claude.md + memory code.claude.com/docs/en/clau… Skills code.claude.com/docs/en/skil… MCP code.claude.com/docs/en/mcp Routines code.claude.com/docs/en/rout… Claude Code ultimate guide github.com/FlorianBruniaux/c… Awesome Claude Code github.com/hesreallyhim/awes… Anthropic academy anthropic.skilljar.com Official Claude Code docs code.claude.com/docs/en/over… All of this costs $0 95% will spend the agentic period scrolling AI threads, the 5% who ship agents will own the companies that come out of it Bookmark it and start with the first link tonight Then read how to build an agent that actually does the job in the harness engineering guide below ↓
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godsystem retweeted
This is f*cking insane. Microsoft AI CEO Mustafa Suleyman, the co-founder of DeepMind: "You don't rent intelligence from a shared model that learns from everybody Only you keep the benefits of your hard-earned workflows. They become your moat" In just 3 minutes, he shows why the companies that train agents on their own work will leave everyone else behind Rented Model → Your Workflows → Your Own Agents → Your Moat Their tuned model already matches GPT-5.4 at 10x lower cost Everyone has the same models now, nobody can copy how you trained an agent around your own process Renting a model was the old workflow Owning the agent is the new one Worth more than most $2,500 AI courses Bookmark and watch it today Then read how to build a harness around your own workflows in the guide below ↓
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This is f*cking insane. SpaceXAI senior engineer: "99% of people use GrokBot for 1% of its power. They run a single agent with no loops or graphs I run a team of 30+ GrokBot agents. By 7 a.m. my Chief of Staff has mapped out the day, my PM has split the work, and the workers have already shipped half of it" In this 1-hour session, SpaceXAI shows how to build that team from zero GrokBot → Chief of Staff → PM → Workers → Self-Improving Team A loop keeps sending a task back until it really works A graph passes one agent's result to the next without you in the middle Anyone can ask GrokBot a question, almost nobody hands it a team to run Worth more than most $1,500 agentic engineering courses Bookmark it and watch it today Then read how to build your own GrokBot fleet in the harness engineering guide below ↓
Your agent is not autonomous You are its loop You check every step because nothing else in the system can I broke down the 7 levels from babysitting agents to running a fleet ↓
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This is f*cking insane. Microsoft AI CEO Mustafa Suleyman, the co-founder of DeepMind: "You don't rent intelligence from a shared model that learns from everybody Only you keep the benefits of your hard-earned workflows. They become your moat" In just 3 minutes, he shows why the companies that train agents on their own work will leave everyone else behind Rented Model → Your Workflows → Your Own Agents → Your Moat Their tuned model already matches GPT-5.4 at 10x lower cost Everyone has the same models now, nobody can copy how you trained an agent around your own process Renting a model was the old workflow Owning the agent is the new one Worth more than most $2,500 AI courses Bookmark and watch it today Then read how to build a harness around your own workflows in the guide below ↓
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This is f*cking insane. Microsoft AI CEO Mustafa Suleyman, the co-founder of DeepMind: "You don't rent intelligence from a shared model that learns from everybody Only you keep the benefits of your hard-earned workflows. They become your moat" In just 3 minutes, he shows why the companies that train agents on their own work will leave everyone else behind Rented Model → Your Workflows → Your Own Agents → Your Moat Their tuned model already matches GPT-5.4 at 10x lower cost Everyone has the same models now, nobody can copy how you trained an agent around your own process Renting a model was the old workflow Owning the agent is the new one Worth more than most $2,500 AI courses Bookmark and watch it today Then read how to build a harness around your own workflows in the guide below ↓
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godsystem retweeted
This is f*cking insane. SpaceXAI senior engineer: "99% of people use GrokBot for 1% of its power. They run a single agent with no loops or graphs I run a team of 30+ GrokBot agents. By 7 a.m. my Chief of Staff has mapped out the day, my PM has split the work, and the workers have already shipped half of it" In this 1-hour session, SpaceXAI shows how to build that team from zero GrokBot → Chief of Staff → PM → Workers → Self-Improving Team A loop keeps sending a task back until it really works A graph passes one agent's result to the next without you in the middle Anyone can ask GrokBot a question, almost nobody hands it a team to run Worth more than most $1,500 agentic engineering courses Bookmark it and watch it today Then read how to build your own GrokBot fleet in the harness engineering guide below ↓
Your agent is not autonomous You are its loop You check every step because nothing else in the system can I broke down the 7 levels from babysitting agents to running a fleet ↓
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godsystem retweeted
This is f*cking insane. OpenAI CEO Sam Altman just told a Stanford class: "With an affordable amount of tokens, you can do what a 100-person incredible engineering team would do By March 2028, we will have a full end-to-end, very talented AI researcher" In this 26-minute talk, Altman explains what one person can build now and what happens next Prompts → Agents → One-Person Startup → AI Researcher → One-Person Frontier Lab On Yann LeCun calling LLMs a dead end: "Betting against LLM scaling at this point feels quite misguided" One OpenAI model just cracked an Erdos problem, and mathematicians are asking "is math over?" 95% of people will keep chatting with ChatGPT, the 5% who build with agents will run a 100-person company alone Worth more than any $3,000 AI course Bookmark and watch it today Then read how to build your own agent system in the harness engineering guide below ↓
Your agent is not autonomous You are its loop You check every step because nothing else in the system can I broke down the 7 levels from babysitting agents to running a fleet ↓
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