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some parallax dev lunch break fun: - a macbook pro, a mac mini, some cables - zero internet, zero cost - openclaw running on parallax no subs. no token burn. nothing leaves the desk. just local agents vibing.

Parallax

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15,026 views • 4 months ago •via X (Twitter)

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just built a local AI waifu on my two macbooks by using the oss parallax inference library!!! not super smooth yet but parallax is still the easiest way to run llms locally on top of mlx - and no bigco can steal my waifu. still need folks to help her see/hear/draw since mlx has no legit wrapper yet. i’m running a campaign giving away mac minis + dgx spark. please please share your localhost ai model setup by using parallax (you don't need a gpu to try self-hosting you can just start with an extra macbook you borrowed from your friend like i did) or any fun app built on top of yourself host model to link below. come build sovereign intelligence with me 🫶

just built a local AI waifu on my two macbooks by using the oss parallax inference library!!! not super smooth yet but parallax is still the easiest way to run llms locally on top of mlx - and no bigco can steal my waifu. still need folks to help her see/hear/draw since mlx has no legit wrapper yet. i’m running a campaign giving away mac minis + dgx spark. please please share your localhost ai model setup by using parallax (you don't need a gpu to try self-hosting you can just start with an extra macbook you borrowed from your friend like i did) or any fun app built on top of yourself host model to link below. come build sovereign intelligence with me 🫶

Asuka Zheng🎀@ICML

178,998 views • 8 months ago

OpenClaw just went fully local. No cloud. No API bills. Zero cost AI agents running on your own computer. 🤯 This changes everything about automation in 2026. Pair OpenClaw with Ollama and you can run models like Qwen, Minimax, and Kimi directly on your machine. That means daily research agents, content pipelines, onboarding automations, and community updates running nonstop without paying per task. Most people still think powerful agents require subscriptions. They don’t anymore.

OpenClaw just went fully local. No cloud. No API bills. Zero cost AI agents running on your own computer. 🤯 This changes everything about automation in 2026. Pair OpenClaw with Ollama and you can run models like Qwen, Minimax, and Kimi directly on your machine. That means daily research agents, content pipelines, onboarding automations, and community updates running nonstop without paying per task. Most people still think powerful agents require subscriptions. They don’t anymore.

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🚨BREAKING: Adaptive just launched a full AI agent OS in a single platform which will make your entire software stack obsolete. Built on 71 pre-built agents, zero code, and every tool you already use. No Zapier. No Make. No dev. No VA. Just one platform running your entire business.

🚨BREAKING: Adaptive just launched a full AI agent OS in a single platform which will make your entire software stack obsolete. Built on 71 pre-built agents, zero code, and every tool you already use. No Zapier. No Make. No dev. No VA. Just one platform running your entire business.

Hasan Toor

24,173 views • 4 months ago

Openclaw is goated, but here is an alternative that takes literally zero setup. No configuration. No Mac mini. No security scares. I got access to the PokeeClaw waitlist, and it's pretty awesome how fast you can go from nothing to a working agent. It literally takes 0 seconds. I recorded a video showing how it works.

Openclaw is goated, but here is an alternative that takes literally zero setup. No configuration. No Mac mini. No security scares. I got access to the PokeeClaw waitlist, and it's pretty awesome how fast you can go from nothing to a working agent. It literally takes 0 seconds. I recorded a video showing how it works.

Santiago

58,883 views • 3 months ago

just shipped the first OpenClaw🦞 you can trust and it takes literally zero set-up it connects to all of ur fav apps securely through OAuth: Gmail, Google Calendar, Notion, Slack, GitHub, HubSpot, Linear... literally everything. > no leaking ur passwords > no dangerous community plugins > no mac mini i threw in some free anthropic credits so go try it :)

just shipped the first OpenClaw🦞 you can trust and it takes literally zero set-up it connects to all of ur fav apps securely through OAuth: Gmail, Google Calendar, Notion, Slack, GitHub, HubSpot, Linear... literally everything. > no leaking ur passwords > no dangerous community plugins > no mac mini i threw in some free anthropic credits so go try it :)

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266,049 views • 5 months ago

A $1,800 MINI PC ON YOUR DESK JUST MADE $5,040 A YEAR IN AI SUBSCRIPTIONS POINTLESS Claude Code Max, ChatGPT Pro, Cursor. That's $420 a month just to keep the workflow alive. A GMKtec mini PC with 128GB of unified memory runs the same stack locally for a one time cost. Ollama, Linux, local endpoints, Claude Code pointed at your own machine. Every prompt stays on your desk. Nothing touches the cloud.

A $1,800 MINI PC ON YOUR DESK JUST MADE $5,040 A YEAR IN AI SUBSCRIPTIONS POINTLESS Claude Code Max, ChatGPT Pro, Cursor. That's $420 a month just to keep the workflow alive. A GMKtec mini PC with 128GB of unified memory runs the same stack locally for a one time cost. Ollama, Linux, local endpoints, Claude Code pointed at your own machine. Every prompt stays on your desk. Nothing touches the cloud.

0xMarioNawfal

50,730 views • 1 month ago

Qwen 3.6 35B running at over 100 tokens per second on my $5,399 MacBook Pro M5 Max. This is the best local AI model I have ever run. 128GB of unified memory. No cloud. No API costs. No rate limits. Just raw local inference at speeds I didn't think were possible on a laptop. This model is more intelligent than GPT 5 on benchmarks. Running locally. On a MacBook. For free after the hardware cost. I said local AI would never compete with frontier. I'm starting to rethink that. The gap is closing faster than anyone expected.

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BridgeMind

62,800 views • 2 months ago

A self-evolving agent + a 428B model + 3 Macs = ? Your own AI lab. We ran MiniMax (official) M3 locally with Parallax, right on our desk. Then GenericAgent took over to create a 5-stock portfolio and write it to disk. No cloud. No API bills. Nothing left the machine. Wild to see a ~3K-line agent drive all this with a 400B+ model on local hardware. Thanks to the GenericAgent and MiniMax teams for making local AI feel real.

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I run Claude Code with Qwen3 Coder Flash locally on my MacBook Air. It works offline, zero cloud, zero internet. No limit with all tokens on the house. Not great, not terrible- adequate performance for an on device AI agent chewing through code on a 1.24 kg laptop.

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211,766 views • 11 months ago

APPLE JUST SHOWED HOW TO RUN 10 AI AGENTS LOCALLY ON MAC - NO CLOUD, NO API KEYS, ZERO COSTS 00:10 Apple engineer says: "your data stays on your device, AI available anywhere at any time, zero usage costs" agent reads your code, checks GitHub, finds what needs attention and writes a report - all on your Mac, nothing goes to the internet 10 agents work simultaneously - one writes code, another tests, third fixes bugs - parallel with no queue built a full iPad app from scratch in 2 minutes, fixed its own mistakes and compiled without issues takes 5 minutes to set up - and you never pay again for a bot that runs 24/7

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Noisy

524,181 views • 1 month ago

How to have your Openclaw install the new Qwen 3.5-9b Local LLM in 1 minute This came out TODAY and is one of the only local models you can run on a 16GB Mac Mini Will be testing and making some videos this week, look out for that (check below for some tests for now)

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ashen

63,977 views • 4 months ago

There's a free 120 billion parameter AI you can run on your own computer. Zero internet. Zero API costs. Zero monthly fees. It's called Nvidia Nemotron 3 Super. And it just changed what solopreneurs can do with AI agents. Here's the setup: → Download Ollama. Copy one command into your terminal. → Connect it to OpenClaw in under 10 minutes. → Your AI agent now runs 24/7 on WhatsApp, Discord, or Telegram. → It answers customers, runs tasks, and manages workflows while you sleep. → 256,000 token context window. It reads entire documents without forgetting. No subscriptions. No cloud. No one else touching your data. A full AI employee stack for $0. Save this. Set it up this weekend.

There's a free 120 billion parameter AI you can run on your own computer. Zero internet. Zero API costs. Zero monthly fees. It's called Nvidia Nemotron 3 Super. And it just changed what solopreneurs can do with AI agents. Here's the setup: → Download Ollama. Copy one command into your terminal. → Connect it to OpenClaw in under 10 minutes. → Your AI agent now runs 24/7 on WhatsApp, Discord, or Telegram. → It answers customers, runs tasks, and manages workflows while you sleep. → 256,000 token context window. It reads entire documents without forgetting. No subscriptions. No cloud. No one else touching your data. A full AI employee stack for $0. Save this. Set it up this weekend.

Julian Goldie SEO

29,325 views • 4 months ago

A 23-year-old runs 3 businesses from a $550 Mac mini and his phone: no team, no office, no employees. He used to pay $15,000/month for a dev team of 5 people. What's running on that mac mini: > 38 specialized agents doing what 5 juniors used to do > 156 skills that fire automatically > One security scanner watching everything 24/7 > A system that learns his coding style over time Claude now writes in his voice automatically and formats outputs his way. The mac mini runs overnight, he checks the results on his phone in the morning. Three businesses, one machine, $20/month, not $15k.

A 23-year-old runs 3 businesses from a $550 Mac mini and his phone: no team, no office, no employees. He used to pay $15,000/month for a dev team of 5 people. What's running on that mac mini: > 38 specialized agents doing what 5 juniors used to do > 156 skills that fire automatically > One security scanner watching everything 24/7 > A system that learns his coding style over time Claude now writes in his voice automatically and formats outputs his way. The mac mini runs overnight, he checks the results on his phone in the morning. Three businesses, one machine, $20/month, not $15k.

Defileo🔮

87,090 views • 3 months ago

Still running the "deaf and blind" #OpenClaw on a Mac mini? #PicoClaw turns #MaixCAM2 into your pocket personal assistant with multimodal #vision and #voice support! In fact, MaixCAM2 can even run LLMs/VLMs locally—no more privacy anxiety!

Still running the "deaf and blind" #OpenClaw on a Mac mini? #PicoClaw turns #MaixCAM2 into your pocket personal assistant with multimodal #vision and #voice support! In fact, MaixCAM2 can even run LLMs/VLMs locally—no more privacy anxiety!

Sipeed

37,001 views • 5 months ago

Kimmy K2.5 just launched a local cloud model. And it runs Open Claw for FREE forever. No API costs. No token limits. No subscriptions. Here's the setup 👇 → Download Ollama at → Install Kimmy K2.5 cloud model. → Launch Open Claw with one command. → Runs locally but uses cloud processing. → Zero laptop slowdown. → Works on older machines perfectly. I just set it up in under 2 minutes. Zero configuration. Zero technical skills. Want the commands? DM me.

Kimmy K2.5 just launched a local cloud model. And it runs Open Claw for FREE forever. No API costs. No token limits. No subscriptions. Here's the setup 👇 → Download Ollama at → Install Kimmy K2.5 cloud model. → Launch Open Claw with one command. → Runs locally but uses cloud processing. → Zero laptop slowdown. → Works on older machines perfectly. I just set it up in under 2 minutes. Zero configuration. Zero technical skills. Want the commands? DM me.

Julian Goldie SEO

240,087 views • 5 months ago

people think running AI locally requires: → $3,000 MacBook Pro → RTX 4090 → $20/month cloud subscription nvidia just dropped a $249 computer. 67 TOPS. runs llama 3.1-8B locally. no internet. no API. no monthly fee. ever. smaller than your router. costs the same as AirPods. runs the same models you pay $240/year to access via ChatGPT. the local AI era just got a price tag. $249.

people think running AI locally requires: → $3,000 MacBook Pro → RTX 4090 → $20/month cloud subscription nvidia just dropped a $249 computer. 67 TOPS. runs llama 3.1-8B locally. no internet. no API. no monthly fee. ever. smaller than your router. costs the same as AirPods. runs the same models you pay $240/year to access via ChatGPT. the local AI era just got a price tag. $249.

self.dll

321,125 views • 2 months ago

Someone put a Claude Code sticker on a $599 Mac Mini and accidentally built the most productive setup in tech. Dedicated machine, zero distractions, Claude 4.7 Opus running 24/7 with one prompt on the screen. What do you want the computer to do? Fork a repo, write the code, create the file, find the article, handle whatever comes next, repeat. No laptop, no cloud subscription, no context switching, no "let me pull that up real quick" Just a box the size of a hardcover book sitting on a desk doing the work of a full time hire around the clock. People stopped using Mac Minis as computers, they're using them as Claude, $599 once and it never clocks out.

Someone put a Claude Code sticker on a $599 Mac Mini and accidentally built the most productive setup in tech. Dedicated machine, zero distractions, Claude 4.7 Opus running 24/7 with one prompt on the screen. What do you want the computer to do? Fork a repo, write the code, create the file, find the article, handle whatever comes next, repeat. No laptop, no cloud subscription, no context switching, no "let me pull that up real quick" Just a box the size of a hardcover book sitting on a desk doing the work of a full time hire around the clock. People stopped using Mac Minis as computers, they're using them as Claude, $599 once and it never clocks out.

Defileo🔮

70,389 views • 3 months ago

OpenClaw is the best AI agent I've ever used. I run it every single day. But if you asked me to run it on my laptop full-time, I'd say you're making a mistake. OpenClaw is brilliant for accessing your files, reading your apps, and running local AI tasks. But running it on your own machine creates real problems nobody talks about: • Who's keeping it secure when it's exposed to the internet? • What happens when your laptop sleeps or shuts down? • Where are the access controls? • Who's blocking bad bots from hitting your instance? • What if you don't want to spend $800 on a Mac Mini just to run it? That's the main issue with local AI agents: your laptop was never meant to be a server. As far as I know, DigitalOcean is the only platform making OpenClaw cloud deployment this simple. And the security setup is actually impressive: • secret token authentication • bad bot blocking • limited user permissions • Docker containerization All of this configured automatically when you spin up a Droplet. I really don't see any other way forward for people who want OpenClaw running 24/7 without the hardware headaches. By the way, DigitalOcean runs everything in full isolation. Only you can message your OpenClaw instance. Setup takes about 5 minutes. No Mac Mini required. Here's the link to get started: DigitalOcean collaborated with me on this post.

OpenClaw is the best AI agent I've ever used. I run it every single day. But if you asked me to run it on my laptop full-time, I'd say you're making a mistake. OpenClaw is brilliant for accessing your files, reading your apps, and running local AI tasks. But running it on your own machine creates real problems nobody talks about: • Who's keeping it secure when it's exposed to the internet? • What happens when your laptop sleeps or shuts down? • Where are the access controls? • Who's blocking bad bots from hitting your instance? • What if you don't want to spend $800 on a Mac Mini just to run it? That's the main issue with local AI agents: your laptop was never meant to be a server. As far as I know, DigitalOcean is the only platform making OpenClaw cloud deployment this simple. And the security setup is actually impressive: • secret token authentication • bad bot blocking • limited user permissions • Docker containerization All of this configured automatically when you spin up a Droplet. I really don't see any other way forward for people who want OpenClaw running 24/7 without the hardware headaches. By the way, DigitalOcean runs everything in full isolation. Only you can message your OpenClaw instance. Setup takes about 5 minutes. No Mac Mini required. Here's the link to get started: DigitalOcean collaborated with me on this post.

Hasan Toor

213,678 views • 3 months ago

THIS DEVELOPER BOUGHT 4 MAC MINIS FOR OPENCLAW - AND GOT 4 MILLION VIEWS LAST MONTH WITHOUT TOUCHING THE EDITOR 00:39 he says it straight - OpenClaw does the scripting, voiceover, editing, researches what will go viral - he just looks at the result 4 Mac Minis, each running its own agent, each handling a separate task - one on video production, others on agency automation Jump Desktop lets him control all four from his MacBook Pro wherever he is - dummy HDMI adapters so the machines never turn off instead of VAs on Upwork who sleep, eat and sometimes don't get it right - four machines running 24/7 that do everything correctly the first time Claude Sonnet for complex tasks, Haiku or Gemini Flash for routine - and API costs stay under control 4 million views, zero video editors, four Mac Minis under the desk did all the work for him

THIS DEVELOPER BOUGHT 4 MAC MINIS FOR OPENCLAW - AND GOT 4 MILLION VIEWS LAST MONTH WITHOUT TOUCHING THE EDITOR 00:39 he says it straight - OpenClaw does the scripting, voiceover, editing, researches what will go viral - he just looks at the result 4 Mac Minis, each running its own agent, each handling a separate task - one on video production, others on agency automation Jump Desktop lets him control all four from his MacBook Pro wherever he is - dummy HDMI adapters so the machines never turn off instead of VAs on Upwork who sleep, eat and sometimes don't get it right - four machines running 24/7 that do everything correctly the first time Claude Sonnet for complex tasks, Haiku or Gemini Flash for routine - and API costs stay under control 4 million views, zero video editors, four Mac Minis under the desk did all the work for him

Noisy

29,062 views • 1 month ago

Mobile dev in 2026 looks nothing like mobile dev in 2024. Editing an iOS app with Codex, live, in a real iOS simulator running in the cloud on Revyl, with Expo hot reload OTA. Every change shows up instantly. No Xcode. No provisioning. No cables. Whole app took ~20 min start to finish. Not a single line of code written.

Mobile dev in 2026 looks nothing like mobile dev in 2024. Editing an iOS app with Codex, live, in a real iOS simulator running in the cloud on Revyl, with Expo hot reload OTA. Every change shows up instantly. No Xcode. No provisioning. No cables. Whole app took ~20 min start to finish. Not a single line of code written.

hayden

41,974 views • 3 months ago