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Bonsai 🌳

@bonsaixbt • 1,916 subscribers

Creator | Video maker | Love playing with AI tools | Creativity is my middle name

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THIS STUDENT WAS VIBE CODING AN APP, THEN GOT A $55,444.78 BILL FROM GOOGLE CLOUD All because they accidentally pushed their Gemini API key to GitHub They thought the repository was private It was just a small side project, and they still had $220 in free credits left By the time they checked their email, it was already too late This video shows exactly how things like this happen and why more and more developers are running into the same problem: > One commit turned into a $55k nightmare > API keys were exposed in frontend code and even inside app binaries > People hardcoded secrets into scripts and ended up with hundreds of dollars in charges within hours > One OpenAI key was abused nearly a million times before anyone noticed Never hardcode API keys Never commit them to GitHub, even if the repository is private Never expose them in your frontend Always use environment variables and set up spending alerts Even in the era of vibe coding, security still matters Knowing a few basic best practices can save you from some very expensive mistakes If you’re a vibe coder, make sure to read the article I attached, you’ll find plenty of practical tips that could save you a lot of trouble Save this post so you don’t lose it

THIS STUDENT WAS VIBE CODING AN APP, THEN GOT A $55,444.78 BILL FROM GOOGLE CLOUD All because they accidentally pushed their Gemini API key to GitHub They thought the repository was private It was just a small side project, and they still had $220 in free credits left By the time they checked their email, it was already too late This video shows exactly how things like this happen and why more and more developers are running into the same problem: > One commit turned into a $55k nightmare > API keys were exposed in frontend code and even inside app binaries > People hardcoded secrets into scripts and ended up with hundreds of dollars in charges within hours > One OpenAI key was abused nearly a million times before anyone noticed Never hardcode API keys Never commit them to GitHub, even if the repository is private Never expose them in your frontend Always use environment variables and set up spending alerts Even in the era of vibe coding, security still matters Knowing a few basic best practices can save you from some very expensive mistakes If you’re a vibe coder, make sure to read the article I attached, you’ll find plenty of practical tips that could save you a lot of trouble Save this post so you don’t lose it

110,437 Aufrufe

This girl claims on her account that she makes $30K/month from AI cartoons She does everything herself: > Finds what’s trending > Writes prompts > Comes up with story ideas > Repeats the same workflow every time, explaining everything with AI Meanwhile, the article below explains how you can delegate all of these tasks to Claude for just a $20 subscription If she can make that kind of money doing everything manually, what kind of numbers could you see if you fully automate the process? Save this so you don’t lose it and don’t miss the chance to get ahead of those who still aren’t using AI to its full potential

This girl claims on her account that she makes $30K/month from AI cartoons She does everything herself: > Finds what’s trending > Writes prompts > Comes up with story ideas > Repeats the same workflow every time, explaining everything with AI Meanwhile, the article below explains how you can delegate all of these tasks to Claude for just a $20 subscription If she can make that kind of money doing everything manually, what kind of numbers could you see if you fully automate the process? Save this so you don’t lose it and don’t miss the chance to get ahead of those who still aren’t using AI to its full potential

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THIS GUY SAYS HIS AI SETUP MAKES HIM $1,000 A DAY AND HE BARELY HAS TO TOUCH IT It works like this: it scans viral TikToks, rewrites the hooks, rebuilds the videos using AI avatars, and automatically publishes them across up to 9 platforms at once It’s a fully autonomous workflow that: > Clones any viral TikTok via URL > Analyzes the thumbnail and suggests new angles using GPT-4o > Rewrites the script, breaks it into segments, and generates a new video with an avatar > Automatically adds subtitles and overlays > Publishes instantly to Instagram, YouTube, TikTok, Threads, Facebook, LinkedIn, Bluesky, Pinterest, and more That’s the difference between grinding on content every single day and basically printing money on full autopilot And in the article below you’ll find even more interesting automation setups that can generate income Save this and start automating all your processes
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THIS GUY SAYS HIS AI SETUP MAKES HIM $1,000 A DAY AND HE BARELY HAS TO TOUCH IT It works like this: it scans viral TikToks, rewrites the hooks, rebuilds the videos using AI avatars, and automatically publishes them across up to 9 platforms at once It’s a fully autonomous workflow that: > Clones any viral TikTok via URL > Analyzes the thumbnail and suggests new angles using GPT-4o > Rewrites the script, breaks it into segments, and generates a new video with an avatar > Automatically adds subtitles and overlays > Publishes instantly to Instagram, YouTube, TikTok, Threads, Facebook, LinkedIn, Bluesky, Pinterest, and more That’s the difference between grinding on content every single day and basically printing money on full autopilot And in the article below you’ll find even more interesting automation setups that can generate income Save this and start automating all your processes

Bonsai 🌳

30,308 Aufrufe • vor 10 Tagen

THIS GUY BUILT HIS ENTIRE COMMAND CENTER INSIDE OBSIDIAN USING A SINGLE CLAUDE INSTANCE AND NOW HE NEVER LEAVES IT He calls it handro operator Here’s what’s actually running inside: > Live Claude usage tracking (tokens, models and real-time costs) > A ClickUp task queue with Claude generated action suggestions that can be executed immediately > Full calendar sync > A custom intelligence feed for signals and news (AI video, Reddit, frontier research, searchable by keywords and time) > An Intelligence tab with Gmail highlights, Slack activity and Fireflies meeting transcripts > The ability to reply to emails and Slack messages directly from Obsidian without ever leaving the vault He built the whole thing in a single day: Mood board → defined the specs → dropped everything into Claude with one prompt → got a complete dashboard UI kit → fed it back into Claude → Claude mapped and connected everything automatically The article below goes deeper into how to reduce token usage when combining Claude with Obsidian Save both the post and the article - you might end up combining the ideas into a single product later
1:15
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THIS GUY BUILT HIS ENTIRE COMMAND CENTER INSIDE OBSIDIAN USING A SINGLE CLAUDE INSTANCE AND NOW HE NEVER LEAVES IT He calls it handro operator Here’s what’s actually running inside: > Live Claude usage tracking (tokens, models and real-time costs) > A ClickUp task queue with Claude generated action suggestions that can be executed immediately > Full calendar sync > A custom intelligence feed for signals and news (AI video, Reddit, frontier research, searchable by keywords and time) > An Intelligence tab with Gmail highlights, Slack activity and Fireflies meeting transcripts > The ability to reply to emails and Slack messages directly from Obsidian without ever leaving the vault He built the whole thing in a single day: Mood board → defined the specs → dropped everything into Claude with one prompt → got a complete dashboard UI kit → fed it back into Claude → Claude mapped and connected everything automatically The article below goes deeper into how to reduce token usage when combining Claude with Obsidian Save both the post and the article - you might end up combining the ideas into a single product later

Bonsai 🌳

21,281 Aufrufe • vor 21 Tagen

KIMI K2.6 JUST CRUSHED GPT-5 AND A SINGLE PERSON CAN NOW POTENTIALLY BUILD AN $80K/MONTH BUSINESS WITH 300 AI AGENTS AND JUST $500 IN OVERHEAD The video attached is proof that almost everyone missed Kimi K2 Thinking didn’t just score 44.9% on Humanity’s Last Exam, it outperformed GPT-5 (41.7%), Claude, and every other major model across multiple benchmarks It’s open source Over a trillion parameters, trained for just $4.6M Runs locally on a Mac Studio and in the demo, it turns a 100-page PDF into a fully designed PowerPoint presentation in under two minutes while other models are still thinking In the article below, the author lays out a clear blueprint for turning this into a real business: > 300 parallel sub-agents running up to 4000 steps per execution - research, coding, analysis and visual creation all happen simultaneously > 65.8% on SWE-Bench solving real GitHub engineering tasks end-to-end with little to no human intervention > Skill injection through simple .md files - instant vertical specialization (HIPAA compliance, financial regulations, Shopify workflows and more) > Automated client acquisition: monitor job listings for “Data Analyst” or “Automation Engineer” roles and pitch an AI solution before companies even start hiring The math is simple: A $10k project Traditional agency → salaries, office costs, QA, project management and overhead eat most of the profit AI agency powered by Kimi → roughly $500 in operating costs plus one operator managing client relationships = the potential for 72k$+ monthly profit at scale Read the article Save this post Start building AI-native agencies while everyone else is still doing things the old way
0:43
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KIMI K2.6 JUST CRUSHED GPT-5 AND A SINGLE PERSON CAN NOW POTENTIALLY BUILD AN $80K/MONTH BUSINESS WITH 300 AI AGENTS AND JUST $500 IN OVERHEAD The video attached is proof that almost everyone missed Kimi K2 Thinking didn’t just score 44.9% on Humanity’s Last Exam, it outperformed GPT-5 (41.7%), Claude, and every other major model across multiple benchmarks It’s open source Over a trillion parameters, trained for just $4.6M Runs locally on a Mac Studio and in the demo, it turns a 100-page PDF into a fully designed PowerPoint presentation in under two minutes while other models are still thinking In the article below, the author lays out a clear blueprint for turning this into a real business: > 300 parallel sub-agents running up to 4000 steps per execution - research, coding, analysis and visual creation all happen simultaneously > 65.8% on SWE-Bench solving real GitHub engineering tasks end-to-end with little to no human intervention > Skill injection through simple .md files - instant vertical specialization (HIPAA compliance, financial regulations, Shopify workflows and more) > Automated client acquisition: monitor job listings for “Data Analyst” or “Automation Engineer” roles and pitch an AI solution before companies even start hiring The math is simple: A $10k project Traditional agency → salaries, office costs, QA, project management and overhead eat most of the profit AI agency powered by Kimi → roughly $500 in operating costs plus one operator managing client relationships = the potential for 72k$+ monthly profit at scale Read the article Save this post Start building AI-native agencies while everyone else is still doing things the old way

Bonsai 🌳

21,487 Aufrufe • vor 24 Tagen

THIS GUY BUILT A FULL TOWER DEFENSE GAME USING CODEX + GPT-5.5 AND THEN ADDED A CUSTOM SOUL EATER MOON 3D ASSET IN A SINGLE SESSION While most people still use AI just for research or generating random images, others are building things like this A fully working map Enemy waves with clear difficulty tiers (yellow enemies are the strongest, red ones are the weakest) Towers actually shoot and eliminate enemies before they escape Proper pathfinding The combat phase works smoothly And what I really like is that Codex doesn’t waste time asking unnecessary questions It just: Calls image generation → creates a 3D model → launches Blender MCP → textures it → exports it → places a giant golden grinning moon into a purple sky above the entire map And if you read the article below, you’ll learn some of the most important tips for unlocking Codex’s full potential Don’t miss opportunities like this Read the article and go build games like these yourself
1:03
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THIS GUY BUILT A FULL TOWER DEFENSE GAME USING CODEX + GPT-5.5 AND THEN ADDED A CUSTOM SOUL EATER MOON 3D ASSET IN A SINGLE SESSION While most people still use AI just for research or generating random images, others are building things like this A fully working map Enemy waves with clear difficulty tiers (yellow enemies are the strongest, red ones are the weakest) Towers actually shoot and eliminate enemies before they escape Proper pathfinding The combat phase works smoothly And what I really like is that Codex doesn’t waste time asking unnecessary questions It just: Calls image generation → creates a 3D model → launches Blender MCP → textures it → exports it → places a giant golden grinning moon into a purple sky above the entire map And if you read the article below, you’ll learn some of the most important tips for unlocking Codex’s full potential Don’t miss opportunities like this Read the article and go build games like these yourself

Bonsai 🌳

16,683 Aufrufe • vor 25 Tagen

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