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> spent 20 hours setting up OpenClaw > dependency conflicts. documentation rabbit holes. broken integrations. > hour 20. quit. > zero value produced. meanwhile Vellum: > download app. choose mode. done. > running real tasks in 10 minutes. > memory learns you automatically. no manual config. both open source.... show more

Nav Toor

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12,150 views • 4 months ago •via X (Twitter)

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My OpenClaw + Arcads bot runs multiple Instagram accounts, each with a different AI persona, all driving traffic to my SaaS. It is already pulling thousands of views every week. Here's how it works: → OpenClaw researches trending topics and writes the scripts → Arcads generates videos with realistic AI actors as the face of each account → Multiple accounts, multiple personas, all posting automatically → Every post ends with a CTA to sign up → Zero manual work. Runs 24/7. This is what automated distribution looks like in 2026 Reply "BOT" and I'll send you the full setup and a guide for free

My OpenClaw + Arcads bot runs multiple Instagram accounts, each with a different AI persona, all driving traffic to my SaaS. It is already pulling thousands of views every week. Here's how it works: → OpenClaw researches trending topics and writes the scripts → Arcads generates videos with realistic AI actors as the face of each account → Multiple accounts, multiple personas, all posting automatically → Every post ends with a CTA to sign up → Zero manual work. Runs 24/7. This is what automated distribution looks like in 2026 Reply "BOT" and I'll send you the full setup and a guide for free

Chris

163,718 views • 6 months ago

AI video has changed so fast most people don't realize it yet The average agency still charges $500 for one UGC ad with a real human, lighting setup, post-production, the works I just made one in under 20 minutes. Character, voice, scene, everything generated. Same output. 1/25 the cost. No casting, no shoots, no studio time. RT this and comment "prompt" and I'll DM you the exact workflow I used.

AI video has changed so fast most people don't realize it yet The average agency still charges $500 for one UGC ad with a real human, lighting setup, post-production, the works I just made one in under 20 minutes. Character, voice, scene, everything generated. Same output. 1/25 the cost. No casting, no shoots, no studio time. RT this and comment "prompt" and I'll DM you the exact workflow I used.

Kiyoro

132,571 views • 4 months ago

A 17-year-old student spent $4,200 on 7 Mac minis. Small silver boxes. Stacked on a desk. Connected in one room. From the outside, it looked like a stupid purchase. But inside, it wasn't just 7 computers. It was Skills. Hooks. Memory. Worktrees. One machine handled repeatable tasks. One ran checks automatically. One kept context between sessions. Others ran parallel jobs without touching each other's work. While most people were still typing the same instructions again and again, his setup was already moving. A lot of people pay $200 a month for Claude and still use maybe 20% of it. He built a system around it. Skills turned repeated work into reusable workflows. Hooks made actions fire automatically. Memory stopped every session from starting at zero. Worktrees let multiple tasks run at the same time without collisions. That changed everything. Setup time: under 1 hour once. Time returned: 3 to 5 hours every day. He spent $4,200 once. He made $16,000 in the first week. Not because he found a secret tool. Not because he wrote magical prompts. Because he stopped using it like a chatbot and started using it like infrastructure. 7 Mac minis. 1 student. $4,200 in. $16,000 out. And most people would still call it just a stack of computers.

A 17-year-old student spent $4,200 on 7 Mac minis. Small silver boxes. Stacked on a desk. Connected in one room. From the outside, it looked like a stupid purchase. But inside, it wasn't just 7 computers. It was Skills. Hooks. Memory. Worktrees. One machine handled repeatable tasks. One ran checks automatically. One kept context between sessions. Others ran parallel jobs without touching each other's work. While most people were still typing the same instructions again and again, his setup was already moving. A lot of people pay $200 a month for Claude and still use maybe 20% of it. He built a system around it. Skills turned repeated work into reusable workflows. Hooks made actions fire automatically. Memory stopped every session from starting at zero. Worktrees let multiple tasks run at the same time without collisions. That changed everything. Setup time: under 1 hour once. Time returned: 3 to 5 hours every day. He spent $4,200 once. He made $16,000 in the first week. Not because he found a secret tool. Not because he wrote magical prompts. Because he stopped using it like a chatbot and started using it like infrastructure. 7 Mac minis. 1 student. $4,200 in. $16,000 out. And most people would still call it just a stack of computers.

Gipp 🦅

21,280 views • 5 months ago

just cloned a competitor's 90-day winner into 30 ad variations. never opened meta ad library. signed up. competitors already mapped. their ads already pulled. picked one. hit clone. the entire research → brief → produce → edit workflow just collapsed into one click. here's what the agent does the moment you sign up. → reads your brand. stores it permanently. → maps your competitors automatically. → pulls their running ads. flags anything running 60+ days as proven. → updates daily. no manual scouting. ever. you open the tool. winners are already sitting there. you pick one. hit clone. → agent breaks down the ad. hook. script. pacing. structure. → rewrites 30 variations across cold, warm, and hot audiences. → generates avatars. pulls b-roll. adds voiceover. edits. delivers. one click. 30 finished ads. no brief. no agency. no timeline. you didn't scout. the agent was scouting before you logged in. you didn't script. the agent scripted. you didn't edit. the agent edited. the old loop: scout → screenshot → brief → wait → 3 ads → test → lose money → repeat. the new loop: open the tool → pick a winner already in your feed → clone → launch 30 → read data. same day. the brands that figure this out first won't just move faster. they'll make the old workflow extinct. comment CLONE and i'll send the full setup. (follow for dm)

Vinay Jain

19,257 views • 4 months ago

My barber asked why I always check my phone during cuts. "I track markets. Trading systems." She laughed. "Like stocks?" "No. Open-source. Anyone can see how it works." She kept cutting. "So you're one of those crypto people?" I didn't argue. I opened my laptop. One wallet returned 68% in 6 weeks. Another handled $3.8M in volume. One more grew $1,200 to $9,600. She looked at the screen. Went quiet. "That's... real money?" Exactly. Then I showed her the links. All open. All free. First: Every trade ever placed on Polymarket. 86M+ records. Download the entire database tonight. Second: Makes markets automatically. Covers both sides of any question. Runs through Google Sheets. Third: Finds recurring patterns. Caught that $1,200 → $9,600 setup before it moved. She finished the cut. Then asked: "Can I show my brother? He always says I should invest more." Profile: Stop saying you need money to start. You just need to open the code.

Lunar

17,452 views • 4 months ago

you can run claude code inside antigravity completely Free with zero credit card and no rate limits 😳 use openrouter’s free models + antigravity. no anthropic bill. no paid api keys. takes 10 minutes to set up. what you get during this setup: - full claude code agent experience - strong coding models (including deepseek-r1, qwen2.5-coder, llama-4, grok-4 free tier) - antigravity’s clean workspace and sandbox - unlimited usage (as long as you stay on free models) - easy model swapping - zero cost full setup guide (100% free): step 1: install antigravity -go to and install it -create a new workspace step 2: install claude code - inside antigravity, install the claude code extension from the marketplace - open the built-in terminal step 3: create openrouter free account -go to - sign up with google (no card needed) - go to keys and create a new api key step 4: set the environment variables -in antigravity terminal run: export ANTHROPIC_API_KEY=sk-or-xxx export OPENROUTER_API_KEY=sk-or-xxx step 5: launch claude code with free model -run this command: claude-code --model deepseek/deepseek-r1:free or try: qwen/qwen2.5-coder:free if you already have antigravity? skip straight to step 2. after 10 minutes you’ll have a full agentic coding setup running for free. this is currently one of the cheapest ways to run serious coding agents in 2026. bookmark this before they limit the free models.

you can run claude code inside antigravity completely Free with zero credit card and no rate limits 😳 use openrouter’s free models + antigravity. no anthropic bill. no paid api keys. takes 10 minutes to set up. what you get during this setup: - full claude code agent experience - strong coding models (including deepseek-r1, qwen2.5-coder, llama-4, grok-4 free tier) - antigravity’s clean workspace and sandbox - unlimited usage (as long as you stay on free models) - easy model swapping - zero cost full setup guide (100% free): step 1: install antigravity -go to and install it -create a new workspace step 2: install claude code - inside antigravity, install the claude code extension from the marketplace - open the built-in terminal step 3: create openrouter free account -go to - sign up with google (no card needed) - go to keys and create a new api key step 4: set the environment variables -in antigravity terminal run: export ANTHROPIC_API_KEY=sk-or-xxx export OPENROUTER_API_KEY=sk-or-xxx step 5: launch claude code with free model -run this command: claude-code --model deepseek/deepseek-r1:free or try: qwen/qwen2.5-coder:free if you already have antigravity? skip straight to step 2. after 10 minutes you’ll have a full agentic coding setup running for free. this is currently one of the cheapest ways to run serious coding agents in 2026. bookmark this before they limit the free models.

painn

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SOMEONE BUILT A TERMINAL TORRENT CLIENT THAT SEARCHES EVERY TRUSTED SOURCE AT ONCE AND DOWNLOADS STRAIGHT TO DISK finding a torrent in 2026 is miserable fake download buttons, popups that spawn three more tabs, and half the results are dead with zero seeders. so he built the opposite of all that: > type one query and it hits a curated set of trackers all at once > results stream back tagged with source, size and seeders as fast as each site answers > arrow to the one you want, press d, and it lands on your drive > if one source is down it just skips it and keeps searching the rest > downloads run in the background and pick up where they left off if you quit mid transfer the whole thing is one command. npx and youre running, all you need is node, no browser, no setup, nothing leaves your machine except the request itself. its called torlink, open source and mit. this is the kind of clean terminal tool that does one annoying thing perfectly

Om Patel

363,056 views • 3 months ago

if you use Codex and you're stuck on GPT models only, this fixes that. it's called codex-router, open source. drops other models straight into your normal Codex picker, right next to the GPT ones you already have. what it adds: - Grok, Kimi, Deepseek, Claude, all in the same picker - oauth login per provider, no api key needed - your GPT models and Chatgpt login stay untouched setup: point Codex at the repo, let it read the readme, it installs itself one snag: if you've got the Chatgpt app and a separate Codex on your path, you can end up running two different Codex versions, and the older one can choke on newer config it doesn't recognize. if the install looks off after, that's probably why, reinstall clean.

if you use Codex and you're stuck on GPT models only, this fixes that. it's called codex-router, open source. drops other models straight into your normal Codex picker, right next to the GPT ones you already have. what it adds: - Grok, Kimi, Deepseek, Claude, all in the same picker - oauth login per provider, no api key needed - your GPT models and Chatgpt login stay untouched setup: point Codex at the repo, let it read the readme, it installs itself one snag: if you've got the Chatgpt app and a separate Codex on your path, you can end up running two different Codex versions, and the older one can choke on newer config it doesn't recognize. if the install looks off after, that's probably why, reinstall clean.

Alvaro Cintas

26,781 views • 1 month ago

Google Nano Banana 🍌 is crazy good at static ads... But it only generates one image at a time. This n8n AI Agent helps you generate 1000s of winning ad variations in minutes, fully automated. → Built with the latest Nano Banana image model → Creates static ad images in bulk → Upload product reference image via n8n form → OpenAI Vision analyzes your product automatically → AI Agent generates custom image prompts (you choose how many) → Nano Banana creates static ad images on demand → Images auto-stored in Box. com for instant access You can request 50, 100, or even 1000 ad variations with one upload. Just specify the number in the form → AI does everything else. Built 100% in n8n. Zero manual work after setup. Want access to the template? → Like this post → Comment "ADS" And I'll send it right over.

Google Nano Banana 🍌 is crazy good at static ads... But it only generates one image at a time. This n8n AI Agent helps you generate 1000s of winning ad variations in minutes, fully automated. → Built with the latest Nano Banana image model → Creates static ad images in bulk → Upload product reference image via n8n form → OpenAI Vision analyzes your product automatically → AI Agent generates custom image prompts (you choose how many) → Nano Banana creates static ad images on demand → Images auto-stored in Box. com for instant access You can request 50, 100, or even 1000 ad variations with one upload. Just specify the number in the form → AI does everything else. Built 100% in n8n. Zero manual work after setup. Want access to the template? → Like this post → Comment "ADS" And I'll send it right over.

Mike Futia

209,979 views • 1 year ago

My OpenClaw agent runs a complete website agency on autopilot: • Scrapes 100s of local businesses from Google Maps • Pulls up their site from the Wayback Machine, flags any site that hasn't changed since 2020 • Builds them a fully custom website in minutes • Screenshots their old site vs the new one side by side • Sends the outreach email automatically • Runs 24/7 with zero manual work Businesses with old websites are easier to sell than ones with no website, they already paid for one before Reply "SKILL" and I'll send you the free skill file that runs this entire agency on autopilot (must be following)

My OpenClaw agent runs a complete website agency on autopilot: • Scrapes 100s of local businesses from Google Maps • Pulls up their site from the Wayback Machine, flags any site that hasn't changed since 2020 • Builds them a fully custom website in minutes • Screenshots their old site vs the new one side by side • Sends the outreach email automatically • Runs 24/7 with zero manual work Businesses with old websites are easier to sell than ones with no website, they already paid for one before Reply "SKILL" and I'll send you the free skill file that runs this entire agency on autopilot (must be following)

Chris

16,758 views • 6 months ago

I've now built the BEST iFVG Retrace indicator. FREE. One model, mapped end to end — the raid on liquidity, the CISD closure that confirms it, and the entry on the retrace back into the inverted FVG. • Auto setup hunter — scans both directions continuously and arms the next qualifying setup on its own. Nothing to reset, nothing to redraw. • Auto invalidation — a setup kills itself the moment it's wrong: raid broken, zone body-filled, or no retrace inside the window. It clears off the chart instead of sitting there looking valid. • Drawn live as it forms — levels, zones, plan and targets all build in real time. No repainting, nothing added in after the move. • Liquidity mapped for you — PDH/PDL, PWH/PWL, Asia · London · NY AM · NY PM highs and lows, swings and equal highs/lows. Every line stops exactly where price takes it. • Runway grading — A+ open air down to C, so you can see what's standing in front of a trade before you're in it. • Lid lines — the levels stacked between your entry and 3R, drawn. • Entry, stop and target with risk/reward boxes and a written plan on every setup. • Live read-out — direction, RR, nearest draw, grade, session sweep, setups today. • HTF nesting, a V-shape reversal spotter, and alerts on armed / entry / target / stopped, webhook JSON included. No sub. No paywall. FREE. I post more free content in my Discord → Comment below if you want it, and repost so it lands in front of someone still guessing their entries.

I've now built the BEST iFVG Retrace indicator. FREE. One model, mapped end to end — the raid on liquidity, the CISD closure that confirms it, and the entry on the retrace back into the inverted FVG. • Auto setup hunter — scans both directions continuously and arms the next qualifying setup on its own. Nothing to reset, nothing to redraw. • Auto invalidation — a setup kills itself the moment it's wrong: raid broken, zone body-filled, or no retrace inside the window. It clears off the chart instead of sitting there looking valid. • Drawn live as it forms — levels, zones, plan and targets all build in real time. No repainting, nothing added in after the move. • Liquidity mapped for you — PDH/PDL, PWH/PWL, Asia · London · NY AM · NY PM highs and lows, swings and equal highs/lows. Every line stops exactly where price takes it. • Runway grading — A+ open air down to C, so you can see what's standing in front of a trade before you're in it. • Lid lines — the levels stacked between your entry and 3R, drawn. • Entry, stop and target with risk/reward boxes and a written plan on every setup. • Live read-out — direction, RR, nearest draw, grade, session sweep, setups today. • HTF nesting, a V-shape reversal spotter, and alerts on armed / entry / target / stopped, webhook JSON included. No sub. No paywall. FREE. I post more free content in my Discord → Comment below if you want it, and repost so it lands in front of someone still guessing their entries.

Blank333

27,857 views • 2 months ago

NEVER open Meta Ads Manager to launch a campaign again. 8 ads. 4 minutes. Straight from a Google Drive folder. → No more 264 clicks to ship 8 ads → No more 2 hours of execution tax per launch → No more pasting UTMs 8 times and hoping nothing breaks → No more writing headlines and CTAs by hand → No more crashes on the 4th ad upload Just one message → autonomous Meta campaign launches running through Agent Mode. Here's how it works: → Drive Pull Engine (pulls 8 creatives straight from a folder, no manual upload) → Voice-Matched Copy Generation (headlines, CTAs, primary text in your brand voice) → UTM Application Layer (applies per-campaign tags automatically, no paste errors) → Ad Set Structuring (duplicates winning structures, applies new creatives) → Preview + Approval Gate (nothing goes live without you seeing it) → Direct Meta Deployment (Ads Manager never opens) Built on AI-first infrastructure. Runs on natural language, not clicks. 4-minute launches vs 2-hour manual builds. The execution tax is dead. I put the 20 exact prompts I use to run a full Meta account through Agent Mode (launch, pause, scale, bulk URL swap, UTM fix) into a playbook. Reply "AGENT" + repost, I'll DM the playbook + Agent Mode access.

Aryan Mahajan

23,998 views • 5 months ago

How to use China's best AI video model (Seedance 2.0) completely free and without watermarks. Most people think you need expensive subscriptions or get stuck with watermarked outputs (mandatory in China). Not if you use this loophole. The Setup • VPN to Hong Kong/China (only to start download). • Download the "Doubao" app from doubao[dot]com. • Install (Android: allow from browser / iOS: switch appstore region to HK). • Register with a non-US phone number, if you're from US and need a SMS service DM me, I'll send you one. The "Glitch" Workflow The Seedance 2.0 feature in app often fails. Do this instead: • Toggle Image Model (Seedream 4.5). • Type your prompt. • Add this specific text at the end: "generate video, not the image". • Result: 10s video, bypassing the busy server errors. How to Remove the Watermark If you save directly, it stamps it. Here is the fix: • Tap Share → Copy Link. • Open that link in your mobile browser. • Long press video → Download. Congratulations, you just got the clean video without watermarks. Total Cost: $0 Daily Limit: 5 free videos per account This method is only one so far. Bookmark if you need this.

How to use China's best AI video model (Seedance 2.0) completely free and without watermarks. Most people think you need expensive subscriptions or get stuck with watermarked outputs (mandatory in China). Not if you use this loophole. The Setup • VPN to Hong Kong/China (only to start download). • Download the "Doubao" app from doubao[dot]com. • Install (Android: allow from browser / iOS: switch appstore region to HK). • Register with a non-US phone number, if you're from US and need a SMS service DM me, I'll send you one. The "Glitch" Workflow The Seedance 2.0 feature in app often fails. Do this instead: • Toggle Image Model (Seedream 4.5). • Type your prompt. • Add this specific text at the end: "generate video, not the image". • Result: 10s video, bypassing the busy server errors. How to Remove the Watermark If you save directly, it stamps it. Here is the fix: • Tap Share → Copy Link. • Open that link in your mobile browser. • Long press video → Download. Congratulations, you just got the clean video without watermarks. Total Cost: $0 Daily Limit: 5 free videos per account This method is only one so far. Bookmark if you need this.

Alchemiz

16,928 views • 7 months ago

you don't need to build a Grok Bot from scratch anymore. the team already shipped 80 you can install right now every single one built by the community, tested, and backed by the Grok Bot team itself trading bots, research agents, support bots, content bots, automation bots, all live in one marketplace people charge $50-200 for bots like these on other platforms this entire marketplace is free no prompt engineering, no config files, no 72-hour build, no invoice pick one, install it, it's already doing the job someone else spent weeks getting right most people are still writing their first agent from zero 80 are already shipped, running, and cost nothing stop paying for what the community already gave away check the marketplace below ⭣

you don't need to build a Grok Bot from scratch anymore. the team already shipped 80 you can install right now every single one built by the community, tested, and backed by the Grok Bot team itself trading bots, research agents, support bots, content bots, automation bots, all live in one marketplace people charge $50-200 for bots like these on other platforms this entire marketplace is free no prompt engineering, no config files, no 72-hour build, no invoice pick one, install it, it's already doing the job someone else spent weeks getting right most people are still writing their first agent from zero 80 are already shipped, running, and cost nothing stop paying for what the community already gave away check the marketplace below ⭣

unicode

79,252 views • 4 days ago

HOLY MOLY running a 35B model locally on a MacBook shouldn’t be THIS FAST 🤯 Spent my weekend in atomic.chat testing Qwen 35B vs. Qwen 27B on my local machine. I had them generate a fully animated HTML/Canvas car mini-game (demo below), ... and both models breezed through the physics and parallax scrolling without a hitch! The secret sauce here is the Atomic Chat app. Because it's perfectly optimized for Mac and uses Google's new TurboQuant under the hood, you can run heavy open-source models flawlessly while keeping top-tier output quality 👊 Other perks: → ZERO setup required → Access 1,000+ models completely free → 100% offline and private → Zero API limits ... and MUCH more! I dropped the prompt I used in the 🧵↓ Spin it up locally and let me know what you get!

HOLY MOLY running a 35B model locally on a MacBook shouldn’t be THIS FAST 🤯 Spent my weekend in atomic.chat testing Qwen 35B vs. Qwen 27B on my local machine. I had them generate a fully animated HTML/Canvas car mini-game (demo below), ... and both models breezed through the physics and parallax scrolling without a hitch! The secret sauce here is the Atomic Chat app. Because it's perfectly optimized for Mac and uses Google's new TurboQuant under the hood, you can run heavy open-source models flawlessly while keeping top-tier output quality 👊 Other perks: → ZERO setup required → Access 1,000+ models completely free → 100% offline and private → Zero API limits ... and MUCH more! I dropped the prompt I used in the 🧵↓ Spin it up locally and let me know what you get!

Charly Wargnier

100,041 views • 5 months ago

Told my OpenClaw agent: "Cut my token spend in half without touching output quality"... Woke up 5 hours later. Done. Here's what changed: Two-tier memory - stops loading the entire context on every single request. Bootstrap holds only the critical rules. Everything else lives in MEMORY md, semantic search pulls it when it's actually needed. The numbers: Before: 8,200 tokens/request = $73/day After: 2,700 tokens/request = $24/day 67% gone, every day, forever. I'm use for copytrade traders: Ran Monte Carlo across 200 iterations - holds up clean. The principle is dead simple: don't load what you don't need right now. Old approach is like reading Polymarket entire market history to price one contract. Semantic search is pulling only the relevant resolution criteria and recent volume. Two weeks post-switch: $1,134 saved Polymarket research agent now processes 3x more markets in the same window Caught 31 mispriced YES/NO spreads before the crowd adjusted - faster responses meant faster entries One architecture change, one config tweak. You are either paying for tokens you don't use. Or you are not.

Told my OpenClaw agent: "Cut my token spend in half without touching output quality"... Woke up 5 hours later. Done. Here's what changed: Two-tier memory - stops loading the entire context on every single request. Bootstrap holds only the critical rules. Everything else lives in MEMORY md, semantic search pulls it when it's actually needed. The numbers: Before: 8,200 tokens/request = $73/day After: 2,700 tokens/request = $24/day 67% gone, every day, forever. I'm use for copytrade traders: Ran Monte Carlo across 200 iterations - holds up clean. The principle is dead simple: don't load what you don't need right now. Old approach is like reading Polymarket entire market history to price one contract. Semantic search is pulling only the relevant resolution criteria and recent volume. Two weeks post-switch: $1,134 saved Polymarket research agent now processes 3x more markets in the same window Caught 31 mispriced YES/NO spreads before the crowd adjusted - faster responses meant faster entries One architecture change, one config tweak. You are either paying for tokens you don't use. Or you are not.

Lunar

37,539 views • 7 months ago

Chinese engineers built a Claude script that turned $1.18 → $3.3M Not a trader Not manual A bot They call it PHANTOM X Wallet: Results: $1.18 → $3,300,000 37,063 trades 71% win Single hit: $180K I’m copying it here: Why it works: Tracks thousands of markets Polymarket + Kalshi Finds mispricing enters in milliseconds 3 engines: → Pairs arb YES $0.62 NO $0.41 = $1.03 3% free bot takes it instantly → Sentiment AI scans X + news reprices in seconds before market reacts → Calendar + volatility 15–20 min before game vol spikes bot enters early exits on first move Why sports: OVER + UNDER = $1.00 but market is slow gaps everywhere most predictable arb on the platform That’s where $3.3M came from Why you can’t compete: you can’t watch 50 markets you can’t react in ms you sleep you hesitate bot doesn’t runs 24/7 no эмоции no delays by the time you click edge is gone Manual trading is dying Automation already here If you want the setup: Comment “GUIDE” Like + RT Follow I’ll send the full system in 24h One guy already built it $500 in 6 hours Proof in comments

Chinese engineers built a Claude script that turned $1.18 → $3.3M Not a trader Not manual A bot They call it PHANTOM X Wallet: Results: $1.18 → $3,300,000 37,063 trades 71% win Single hit: $180K I’m copying it here: Why it works: Tracks thousands of markets Polymarket + Kalshi Finds mispricing enters in milliseconds 3 engines: → Pairs arb YES $0.62 NO $0.41 = $1.03 3% free bot takes it instantly → Sentiment AI scans X + news reprices in seconds before market reacts → Calendar + volatility 15–20 min before game vol spikes bot enters early exits on first move Why sports: OVER + UNDER = $1.00 but market is slow gaps everywhere most predictable arb on the platform That’s where $3.3M came from Why you can’t compete: you can’t watch 50 markets you can’t react in ms you sleep you hesitate bot doesn’t runs 24/7 no эмоции no delays by the time you click edge is gone Manual trading is dying Automation already here If you want the setup: Comment “GUIDE” Like + RT Follow I’ll send the full system in 24h One guy already built it $500 in 6 hours Proof in comments

Discover

99,110 views • 5 months ago

New open-source library speeds up whole-body imitation learning. Train the policy below in under 20 minutes ⬇️ LocoMuJoCo2 brings biomechanics and humanoid robotics into one clean, high-speed benchmark. Built for researchers who want to train smarter and faster. What it offers ✅ 22K+ motion trajectories per humanoid model ✅ Supports both MuJoCo and MJX ✅ JAX-based PPO, GAIL, AMP, DeepMimic implementations ✅ Plug-and-play robot2robot retargeting pipeline Whether you’re building humanoids or studying human motion, this toolkit saves you weeks of setup. Github: Thank you, Firas Al-Hafez for sharing this great work!

New open-source library speeds up whole-body imitation learning. Train the policy below in under 20 minutes ⬇️ LocoMuJoCo2 brings biomechanics and humanoid robotics into one clean, high-speed benchmark. Built for researchers who want to train smarter and faster. What it offers ✅ 22K+ motion trajectories per humanoid model ✅ Supports both MuJoCo and MJX ✅ JAX-based PPO, GAIL, AMP, DeepMimic implementations ✅ Plug-and-play robot2robot retargeting pipeline Whether you’re building humanoids or studying human motion, this toolkit saves you weeks of setup. Github: Thank you, Firas Al-Hafez for sharing this great work!

Ilir Aliu

23,221 views • 1 year ago

THIS DEVELOPER OPENED HERMES ON A LAPTOP, SPENT $0 ON API SETUP, SAVED 7 WORKFLOWS, AND CUT 2-HOUR CLIENT TASKS DOWN TO 14 MINUTES he is not giving a polished demo. he is just filming the laptop while Hermes runs, and that is why the clip works. you can see the terminal, the workspace, the task history, and the moment a normal chat tool starts looking like a local operating layer most people still run AI like a vending machine: 1 prompt, 1 answer, 1 reset. Hermes is different. after 5-10 repeated jobs, the useful steps start living inside skills instead of getting rewritten every morning the money math is where it gets ugly. $20 for Claude, $40-90 in API usage, $50 for wrappers, $29 for automation tools, and you are already near $140-190/month before you even sell the first report he used the same flow for 9 small research tasks: 18 competitor pages, 126 review snippets, 9 pricing checks, 9 summary drafts. the first one took 43 minutes. later runs were mostly review, edit, send that is the part people miss about Hermes. it is not trying to win the prettiest chatbot contest. it is trying to make repeated work stop leaking out of the machine every time the session ends

THIS DEVELOPER OPENED HERMES ON A LAPTOP, SPENT $0 ON API SETUP, SAVED 7 WORKFLOWS, AND CUT 2-HOUR CLIENT TASKS DOWN TO 14 MINUTES he is not giving a polished demo. he is just filming the laptop while Hermes runs, and that is why the clip works. you can see the terminal, the workspace, the task history, and the moment a normal chat tool starts looking like a local operating layer most people still run AI like a vending machine: 1 prompt, 1 answer, 1 reset. Hermes is different. after 5-10 repeated jobs, the useful steps start living inside skills instead of getting rewritten every morning the money math is where it gets ugly. $20 for Claude, $40-90 in API usage, $50 for wrappers, $29 for automation tools, and you are already near $140-190/month before you even sell the first report he used the same flow for 9 small research tasks: 18 competitor pages, 126 review snippets, 9 pricing checks, 9 summary drafts. the first one took 43 minutes. later runs were mostly review, edit, send that is the part people miss about Hermes. it is not trying to win the prettiest chatbot contest. it is trying to make repeated work stop leaking out of the machine every time the session ends

Gipp 🦅

14,593 views • 3 months ago