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each mac is fully controlled by a single AGENT. it can operate browsers with insane efficiency and interact directly with native mac apps. under each agent there are multiple SOTA SUBAGENTS including claude code. we can literally tell dozens of agents to post content on their own accounts simultaneously....

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Derek Nee

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27,594 görüntüleme • 9 ay önce •via X (Twitter)

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The Mac mini is quietly becoming the home server for AI people. Because it is a real Mac you can put on a shelf and use for Xcode, local models, builds, browsers, scripts, and overnight agent jobs. Lets face it, people want to own their AI systems but don't want to manage a VPS
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The Mac mini is quietly becoming the home server for AI people. Because it is a real Mac you can put on a shelf and use for Xcode, local models, builds, browsers, scripts, and overnight agent jobs. Lets face it, people want to own their AI systems but don't want to manage a VPS

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I just killed all browsers. Introducing Serein, with built-in Claude Code, Codex, and Grok agents that can browse the web. Each agent gets its own tabs and cookies, when they reach a password or payment page, they stop and hand the tab back to you. Serein works with modern agent harnesses like Claude Code, Codex, and OpenCode, using your existing subscription. Currently is free on mac, link in the comment 👇
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I just killed all browsers. Introducing Serein, with built-in Claude Code, Codex, and Grok agents that can browse the web. Each agent gets its own tabs and cookies, when they reach a password or payment page, they stop and hand the tab back to you. Serein works with modern agent harnesses like Claude Code, Codex, and OpenCode, using your existing subscription. Currently is free on mac, link in the comment 👇

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🚨 Secure OpenClaw - Message Your Custom AI Agent From Telegram We are excited for our first release of personal agents. You can now use Abacus AI's DeepAgent to vibe code a personal agent on Telegram Create and simply message the agent! - do tasks like respond to emails - schedule meetings - use the browser to book tickets - connect to your internal systems The agent runs on a secure environment with constraints and you can pretty much customize it exactly like you want it when you are building it This is just v1 - we are going to be launching something WAY more exciting soon
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🚨 Secure OpenClaw - Message Your Custom AI Agent From Telegram We are excited for our first release of personal agents. You can now use Abacus AI's DeepAgent to vibe code a personal agent on Telegram Create and simply message the agent! - do tasks like respond to emails - schedule meetings - use the browser to book tickets - connect to your internal systems The agent runs on a secure environment with constraints and you can pretty much customize it exactly like you want it when you are building it This is just v1 - we are going to be launching something WAY more exciting soon

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AGENT ID FOR CLAUDE AGENT issue an agent ID to your claude code agent in 2 min - so it can commit to github as a verified, human-authorized agent not just a random bot this is the first step towards building trust in the agentic internet, powered by Alien
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AGENT ID FOR CLAUDE AGENT issue an agent ID to your claude code agent in 2 min - so it can commit to github as a verified, human-authorized agent not just a random bot this is the first step towards building trust in the agentic internet, powered by Alien

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Claude Code sub-agents is probably the easiest way to build complex, custom agentic systems. Not just for code, but for anything you can imagine. Watch me build a multi-agent deep research system with Claude Code subagents. Chain subagents with /commands for reliability.
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Claude Code sub-agents is probably the easiest way to build complex, custom agentic systems. Not just for code, but for anything you can imagine. Watch me build a multi-agent deep research system with Claude Code subagents. Chain subagents with /commands for reliability.

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Butler starts with content. Just like Amazon started with books. But this goes deeper: a live test of agent-native UX at scale. Request in, output out, fully public, directly on X. No apps. No dashboards. It’s the first working glimpse of ACP: agents that discover, negotiate, and execute, across platforms, for anyone. The future of the internet isn’t just apps. It’s agents. And content is just the starting point.
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Butler starts with content. Just like Amazon started with books. But this goes deeper: a live test of agent-native UX at scale. Request in, output out, fully public, directly on X. No apps. No dashboards. It’s the first working glimpse of ACP: agents that discover, negotiate, and execute, across platforms, for anyone. The future of the internet isn’t just apps. It’s agents. And content is just the starting point.

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GLM 5.4/ GLM 5.5 on the way... ZCode just got what might be its biggest update yet with the new Workflow mode, and it feels like a completely different experience! I asked it to orchestrate 10 subagents at once and now I can actually watch each one working independently, see how the tasks are progressing and follow the entire workflow in real time. What I love the most is the interface, everything is so well organized and being able to see exactly what each agent is doing makes the whole experience much better, especially when you're working on complicated projects with multiple agents. To give you an idea of how Dynamic Workflows works, instead of having an AI agent coordinate everything through chat, you now have code that coordinates the agents directly, which makes managing complex tasks much more structured. And when you combine this with Goal Mode, Execution Modes, support for multiple models and GLM's long context window, ZCode is becoming one of the most advanced tools I've tried in 2026 for large development projects that require multiple agents working together!
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GLM 5.4/ GLM 5.5 on the way... ZCode just got what might be its biggest update yet with the new Workflow mode, and it feels like a completely different experience! I asked it to orchestrate 10 subagents at once and now I can actually watch each one working independently, see how the tasks are progressing and follow the entire workflow in real time. What I love the most is the interface, everything is so well organized and being able to see exactly what each agent is doing makes the whole experience much better, especially when you're working on complicated projects with multiple agents. To give you an idea of how Dynamic Workflows works, instead of having an AI agent coordinate everything through chat, you now have code that coordinates the agents directly, which makes managing complex tasks much more structured. And when you combine this with Goal Mode, Execution Modes, support for multiple models and GLM's long context window, ZCode is becoming one of the most advanced tools I've tried in 2026 for large development projects that require multiple agents working together!

Iam_

30,417 görüntüleme • 20 gün önce

EVERYONE'S BUYING THE M4 MAC MINI AS A CHEAP DESKTOP. HERE'S WHY IT ENDS UP UNUSED. the pitch is irresistible: a tiny mac that runs cool, quiet, and cheap. then the receipt shows up. the mac mini ships with no screen, no keyboard, no mouse. add a monitor, a decent keyboard and mouse, and more storage, and the "$799 mac" is past $1,000 fast. and macos isn't windows. if your world is gaming, specific windows apps, or the setup you already know, the mini fights you the whole way. that's how so many end up back on a pc, the mini in a drawer. so what is the mac mini actually great at? not being your main desktop. it's the box you never look at. headless in a corner, it's a near-silent always-on server: run local ai models on it, host your automations, keep your files, and reach it from the laptop you already use. it earns its keep by disappearing. the honest turn: the mac mini isn't a cheap desktop. it's a cheap server pretending to be one. buy it for the job it's quietly brilliant at, not the one the ads imply. want a main computer? price the whole setup first. want a silent little box that runs ai and never bothers you? this is the one. no monitor in the box, no keyboard, no "just $599". save this before you buy the sticker price instead of the real one.
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EVERYONE'S BUYING THE M4 MAC MINI AS A CHEAP DESKTOP. HERE'S WHY IT ENDS UP UNUSED. the pitch is irresistible: a tiny mac that runs cool, quiet, and cheap. then the receipt shows up. the mac mini ships with no screen, no keyboard, no mouse. add a monitor, a decent keyboard and mouse, and more storage, and the "$799 mac" is past $1,000 fast. and macos isn't windows. if your world is gaming, specific windows apps, or the setup you already know, the mini fights you the whole way. that's how so many end up back on a pc, the mini in a drawer. so what is the mac mini actually great at? not being your main desktop. it's the box you never look at. headless in a corner, it's a near-silent always-on server: run local ai models on it, host your automations, keep your files, and reach it from the laptop you already use. it earns its keep by disappearing. the honest turn: the mac mini isn't a cheap desktop. it's a cheap server pretending to be one. buy it for the job it's quietly brilliant at, not the one the ads imply. want a main computer? price the whole setup first. want a silent little box that runs ai and never bothers you? this is the one. no monitor in the box, no keyboard, no "just $599". save this before you buy the sticker price instead of the real one.

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Kylon launched a new chat app with AI agents like Codex or Claude being a part of the same team. Users on the same team can link an AI agent running on their own computer and let anyone on the team @ mention it in a thread to write code or sort files. > Agents can pass the next steps of a job to a coworker after finishing their part. > Apps can be built inside the conversation, like an invoice tracker, and published to their own web address. > Each agent can keep its own memory, with the team deciding which accounts it can use.

🚨 AI News | TestingCatalog

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Agentic coding puts a kind of stress on GPU clusters that providers are struggling to handle. SemiAnalysis runs it on the clusters it rates anyway, with an open-source CLI in front. "A lot of our ClusterMAX testing, we lead with our CLI, cmax. It's open source. Feel free to try it out on your managed cluster." "We do use agentic coding for testing all these clusters, and the workload is very different. The workload is very stressful on these systems." "That's why we have cmax CLI as a front end, and the agent is just a wrap around it. If there are any issues cmax CLI faces, the agent debugs into it and understands what's going on."
1:33

Agentic coding puts a kind of stress on GPU clusters that providers are struggling to handle. SemiAnalysis runs it on the clusters it rates anyway, with an open-source CLI in front. "A lot of our ClusterMAX testing, we lead with our CLI, cmax. It's open source. Feel free to try it out on your managed cluster." "We do use agentic coding for testing all these clusters, and the workload is very different. The workload is very stressful on these systems." "That's why we have cmax CLI as a front end, and the agent is just a wrap around it. If there are any issues cmax CLI faces, the agent debugs into it and understands what's going on."

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Claude R Perrin Code SDK is under-rated One cool part with Claude Code SDK is that it supports full features out of box: - Skills - Sub agents - Hooks - ... Which means you can use claude code CLI as a debug tool to build agent, and then import to your Claude code powered agent Here is a quick example of a pptx presentation agent using Claude Code SDK + doc skills Code example from AI Builder Club by Kai:
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Claude R Perrin Code SDK is under-rated One cool part with Claude Code SDK is that it supports full features out of box: - Skills - Sub agents - Hooks - ... Which means you can use claude code CLI as a debug tool to build agent, and then import to your Claude code powered agent Here is a quick example of a pptx presentation agent using Claude Code SDK + doc skills Code example from AI Builder Club by Kai:

Jason Zhou

11,981 görüntüleme • 1 yıl önce

Perplexity just launched "Personal Computer", an always-on AI agent that merges their cloud-based Computer system with a Mac Mini. It accesses local files, apps, and sessions, orchestrates 19+ AI models, and can run 24/7. The Mac Mini continues to have its AI moment:
1:27

Perplexity just launched "Personal Computer", an always-on AI agent that merges their cloud-based Computer system with a Mac Mini. It accesses local files, apps, and sessions, orchestrates 19+ AI models, and can run 24/7. The Mac Mini continues to have its AI moment:

The Rundown AI

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WE’RE OFFICIALLY LIVE ON FIVEM!!!!! After months of development, testing, and rebuilding the entire system, we finally got approved. Our GTA V server is now live with a fully integrated crypto economy - players can earn, use, send, trade, and interact with GTA Coin directly inside the game. This is the beginning of a completely new GTA V experience. Play. Earn. Own. Trade. GTA V x Crypto is officially here. BVEaDToN2Ufn8m1Jnqy8rtwwCiiMC7JcFtvmKPxTpump
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WE’RE OFFICIALLY LIVE ON FIVEM!!!!! After months of development, testing, and rebuilding the entire system, we finally got approved. Our GTA V server is now live with a fully integrated crypto economy - players can earn, use, send, trade, and interact with GTA Coin directly inside the game. This is the beginning of a completely new GTA V experience. Play. Earn. Own. Trade. GTA V x Crypto is officially here. BVEaDToN2Ufn8m1Jnqy8rtwwCiiMC7JcFtvmKPxTpump

GTA Coin

84,747 görüntüleme • 2 ay önce

SHE FOUND HER DAD'S OLD 2011 MAC MINI SITTING IN A SAFE AND TURNED IT INTO A FULLY WORKING HERMES AI AGENT MACHINE The starting point: a 14-year-old Mac Mini, Intel Core i5, macOS officially unsupported at this point. Instead of tossing it, here's what she did: → Wiped macOS entirely, installed Ubuntu instead → Skipped WiFi setup, connected it straight to the router → Pulled the drivers, ran the full install → Set it up for remote access over SSH – no monitor or keyboard needed after this point → Installed Hermes Agent directly on it A machine most people would've written off as e-waste is now a fully remote-controllable AI agent box. This is the part people underestimate about old hardware: you don't need the newest Mac Mini or a $2K rig to run a real AI agent. You need Linux, SSH, and the willingness to actually try. Bookmark this. What she builds on it next is worth watching for.
1:32

SHE FOUND HER DAD'S OLD 2011 MAC MINI SITTING IN A SAFE AND TURNED IT INTO A FULLY WORKING HERMES AI AGENT MACHINE The starting point: a 14-year-old Mac Mini, Intel Core i5, macOS officially unsupported at this point. Instead of tossing it, here's what she did: → Wiped macOS entirely, installed Ubuntu instead → Skipped WiFi setup, connected it straight to the router → Pulled the drivers, ran the full install → Set it up for remote access over SSH – no monitor or keyboard needed after this point → Installed Hermes Agent directly on it A machine most people would've written off as e-waste is now a fully remote-controllable AI agent box. This is the part people underestimate about old hardware: you don't need the newest Mac Mini or a $2K rig to run a real AI agent. You need Linux, SSH, and the willingness to actually try. Bookmark this. What she builds on it next is worth watching for.

SCOTTY BEAM

54,322 görüntüleme • 3 ay önce

Claude Code is the best coding agent on the market, but there is a catch: you have to keep your terminal open. This is why we built Terragon: use Claude Code as a background agent.
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Claude Code is the best coding agent on the market, but there is a catch: you have to keep your terminal open. This is why we built Terragon: use Claude Code as a background agent.

Sawyer Hood

151,045 görüntüleme • 1 yıl önce

Open Mac apps on your iPhone with my new app choclift 🍫 After extending my Mac screen with Vision Pro, I wanted even more connectivity between devices so I explored the advantage of having a separate user interface just for app management. It seems simple but it actually allows for a lot of new workflows and use-cases as you might think. Everyone works differently so we’re building this app as a platform that will support many different workflows, beyond just opening apps. Stay tuned as I’ll be sharing more in the coming weeks.
0:21

Open Mac apps on your iPhone with my new app choclift 🍫 After extending my Mac screen with Vision Pro, I wanted even more connectivity between devices so I explored the advantage of having a separate user interface just for app management. It seems simple but it actually allows for a lot of new workflows and use-cases as you might think. Everyone works differently so we’re building this app as a platform that will support many different workflows, beyond just opening apps. Stay tuned as I’ll be sharing more in the coming weeks.

Phil Traut ᯅ

158,880 görüntüleme • 7 ay önce

One click away, and a new world starts to unfold.💫 What looks like a small extension is actually the starting point for a personal AI agent that can search, think, and act with you. That is what we are building at OptimAI: live context, autonomous execution, and agents that feel native to the way people actually work. Not a demo. Not a gimmick. A new interface for the agent-native internet. Build your own personal AI agent:
0:23

One click away, and a new world starts to unfold.💫 What looks like a small extension is actually the starting point for a personal AI agent that can search, think, and act with you. That is what we are building at OptimAI: live context, autonomous execution, and agents that feel native to the way people actually work. Not a demo. Not a gimmick. A new interface for the agent-native internet. Build your own personal AI agent:

OptimAI Network

21,303 görüntüleme • 5 ay önce

Everyone's testing GPT 5.6. We gave it superpowers ⚡️ Can your agent generate images, turn them into video, and stitch the whole thing together in one chat? Ours can. The new GPT 5.6 image model is a perfect match for the Sogni Creative Agent. 10 images from a single prompt. One follow-up and they're animated and cut into a finished film. Zero editing apps. The newest models, built in: Seedance 4K + Mini, Krea 2 Turbo, HappyHorse 1.1 and more. Works with any AI agent you already use. One command: npx setup-sogni-agent-skill Sogni Creative Agent. Link below 👇
0:39

Everyone's testing GPT 5.6. We gave it superpowers ⚡️ Can your agent generate images, turn them into video, and stitch the whole thing together in one chat? Ours can. The new GPT 5.6 image model is a perfect match for the Sogni Creative Agent. 10 images from a single prompt. One follow-up and they're animated and cut into a finished film. Zero editing apps. The newest models, built in: Seedance 4K + Mini, Krea 2 Turbo, HappyHorse 1.1 and more. Works with any AI agent you already use. One command: npx setup-sogni-agent-skill Sogni Creative Agent. Link below 👇

Sogni.ai

353,296 görüntüleme • 4 ay önce

Introducing Tapkit Tapkit is a Mac app that lets your agents use your iPhone. Tell it to do anything and it can use your phone to do it. We've been iterating on Tapkit over the last few months with our earliest users and finally feel like it's ready for general use. Today it is easy to use, supports any agent, and can even use multiple iPhones at the same time. There are so many great things that we can do with this new primitive, but I didn't want to wait any longer to share it with you. Try it now:
0:46

Introducing Tapkit Tapkit is a Mac app that lets your agents use your iPhone. Tell it to do anything and it can use your phone to do it. We've been iterating on Tapkit over the last few months with our earliest users and finally feel like it's ready for general use. Today it is easy to use, supports any agent, and can even use multiple iPhones at the same time. There are so many great things that we can do with this new primitive, but I didn't want to wait any longer to share it with you. Try it now:

teej

578,612 görüntüleme • 1 ay önce

This agent relies on a marketplace of 2.8M+ specialized agents to complete a task. This is how I imagine the future of personal agents. Here is how this works: 1. Agentverse is a marketplace of agents 2. Anyone can build and publish an agent there 3. ASI:One is a personal agent with access to the marketplace 4. To solve a task, ASI:One finds the best agent for the job In other words: You have an agent that can solve pretty much *anything* because it knows how to outsource the work to a network of specialized agents. And you don't need to do any setup to get this working. The way ranking agents in the marketplace works is pretty cool: Fetch.ai, the company behind it, created an AgentRank algorithm that works much like Google's PageRank. Every time an agent calls another, it forms a connection. Over time, these connections build into a graph of who relies on whom. An agent that is frequently called by other reputable agents scores higher and surfaces higher in results. The end result here is that your agent will consistently use the best agents in the marketplace to accomplish a goal. You should give this a try: You don't need to pay or even register to try these agents. Thanks to the team for partnering with me on this post.
4:16

This agent relies on a marketplace of 2.8M+ specialized agents to complete a task. This is how I imagine the future of personal agents. Here is how this works: 1. Agentverse is a marketplace of agents 2. Anyone can build and publish an agent there 3. ASI:One is a personal agent with access to the marketplace 4. To solve a task, ASI:One finds the best agent for the job In other words: You have an agent that can solve pretty much *anything* because it knows how to outsource the work to a network of specialized agents. And you don't need to do any setup to get this working. The way ranking agents in the marketplace works is pretty cool: Fetch.ai, the company behind it, created an AgentRank algorithm that works much like Google's PageRank. Every time an agent calls another, it forms a connection. Over time, these connections build into a graph of who relies on whom. An agent that is frequently called by other reputable agents scores higher and surfaces higher in results. The end result here is that your agent will consistently use the best agents in the marketplace to accomplish a goal. You should give this a try: You don't need to pay or even register to try these agents. Thanks to the team for partnering with me on this post.

Santiago

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