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Agent harnesses like Perplexity Computer are lowering the floor for anyone with an idea to start building. GitHub is Computer's most used connector, with 4 out of 5 people using it being non-technical.

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Mario Rodriguez

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21,580 görüntüleme • 15 gün önce •via X (Twitter)

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"The model is no longer the product. Codex, Perplexity Computer, or Claude Code - all are orchestration system. It takes a model and pairs it with an agent harness. What is an agent harness ? The rules for how the agent loops around" - Aravind Srinivas
3:27

"The model is no longer the product. Codex, Perplexity Computer, or Claude Code - all are orchestration system. It takes a model and pairs it with an agent harness. What is an agent harness ? The rules for how the agent loops around" - Aravind Srinivas

Rohan Paul

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Perplexity Computer is now available for Enterprise. Computer makes everyone in the company an engineer. Anyone can debug infra, ship PRs, or query data warehouses with natural language. It comes with the same enterprise grade security you get with Perplexity Enterprise.
1:12

Perplexity Computer is now available for Enterprise. Computer makes everyone in the company an engineer. Anyone can debug infra, ship PRs, or query data warehouses with natural language. It comes with the same enterprise grade security you get with Perplexity Enterprise.

Aravind Srinivas

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Now available for deployment: GitHub Copilot agent Assign any issue to GitHub Copilot and the agent will start working on an implementation, using the full issue context. When the work is ready, the issue is updated automatically with a draft PR.
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Now available for deployment: GitHub Copilot agent Assign any issue to GitHub Copilot and the agent will start working on an implementation, using the full issue context. When the work is ready, the issue is updated automatically with a draft PR.

Linear

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OpenAI just released access to Computer Use Agent via an API. It combines GPT-4o vision with advanced reasoning for an AI Agent to simulate controlling computer interfaces and performing tasks just like humans. You can try it for free using this Agent Playground.
1:18

OpenAI just released access to Computer Use Agent via an API. It combines GPT-4o vision with advanced reasoning for an AI Agent to simulate controlling computer interfaces and performing tasks just like humans. You can try it for free using this Agent Playground.

Shubham Saboo

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12-year-olds are the new 23-year-olds 🤯 A 12-year-old dev and his team built an investment advisor agent and won a hackathon using Lyzr AI Agent Studio. They used RAG and Perplexity tool for the agent, configured the agent in a few clicks and refined it until they got the desired output. So what's your excuse? Head to and start building your AI agents now.
1:32

12-year-olds are the new 23-year-olds 🤯 A 12-year-old dev and his team built an investment advisor agent and won a hackathon using Lyzr AI Agent Studio. They used RAG and Perplexity tool for the agent, configured the agent in a few clicks and refined it until they got the desired output. So what's your excuse? Head to and start building your AI agents now.

Siva Surendira

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Nick Fuentes calls out black people for being inconsiderate “Black people literally walk around with their ass hanging out. The bar and their pants are on the floor… They are the most obnoxious race of people of ALL TIME.”
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Nick Fuentes calls out black people for being inconsiderate “Black people literally walk around with their ass hanging out. The bar and their pants are on the floor… They are the most obnoxious race of people of ALL TIME.”

𝐆𝐫𝐢𝐦𝐚𝐥𝐝𝐮𝐬

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Dan Bongino says people who speak out against Israel are antisemitic and are using bots on social media to amplify their message. He claims it is an “organized movement of people” targeting members of the Trump administration for being friendly with Jewish people. “They all have the same goal.”
2:00

Dan Bongino says people who speak out against Israel are antisemitic and are using bots on social media to amplify their message. He claims it is an “organized movement of people” targeting members of the Trump administration for being friendly with Jewish people. “They all have the same goal.”

Shadow of Ezra

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Just tested MiniMax H3 in MiniMax Design and used it to make an anime PV. What I like is that the Agent actually helps with the workflow instead of just giving me one generated clip. Started with an idea, and it handled the rest step by step.
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Just tested MiniMax H3 in MiniMax Design and used it to make an anime PV. What I like is that the Agent actually helps with the workflow instead of just giving me one generated clip. Started with an idea, and it handled the rest step by step.

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New short film created with Seedance 2 on Invideo using Agent One. Lately, I've been exploring this type of organic world where characters don't fight their environment — they learn how to interact with it. For this project, I used Agent One. My advice remains the same: start by building your world, characters, creatures, and story. Once those foundations are in place, Agent One becomes a powerful tool for expanding the worldbuilding, organizing research, generating shots, creating animations, editing sequences, and much more. If you'd like to try it, the link is below 👇
0:49

New short film created with Seedance 2 on Invideo using Agent One. Lately, I've been exploring this type of organic world where characters don't fight their environment — they learn how to interact with it. For this project, I used Agent One. My advice remains the same: start by building your world, characters, creatures, and story. Once those foundations are in place, Agent One becomes a powerful tool for expanding the worldbuilding, organizing research, generating shots, creating animations, editing sequences, and much more. If you'd like to try it, the link is below 👇

Anima

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We just shipped several upgrades to building web apps with Perplexity Computer. New projects are now automatically tested using Playwright. It navigates your app like a real user to identify and fix bugs before you ever see them. Build, test, fix, ship. All in one place.
0:33

We just shipped several upgrades to building web apps with Perplexity Computer. New projects are now automatically tested using Playwright. It navigates your app like a real user to identify and fix bugs before you ever see them. Build, test, fix, ship. All in one place.

Computer

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Teams are cooking some code. 🧑‍💻 Smart Contracts, APIs, frontend, AI agents. It is possible to develop products on chain under 24 hours. Complete products. Especially with the age of AI, everything is faster, and anyone with some prompting skills and an idea can start building. The night will be long. Time to build more!
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Teams are cooking some code. 🧑‍💻 Smart Contracts, APIs, frontend, AI agents. It is possible to develop products on chain under 24 hours. Complete products. Especially with the age of AI, everything is faster, and anyone with some prompting skills and an idea can start building. The night will be long. Time to build more!

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SAM 3 is the missing link for vision to be as easy to use as LLMs completely changes how people will build computer vision applications you can start building with it immediately in Roboflow

Roboflow

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Introducing: Agent Profiles AI tools are powerful, but using them is still messy. Different accounts, different providers, different setups. it quickly adds friction. Commander fixes that with Agent Profiles. Each profile is a complete setup for an agent like Claude, Codex, Pi, or OpenCode. Start a chat with any profile, or assign a profile to a project so it always uses the right setup automatically.
1:12

Introducing: Agent Profiles AI tools are powerful, but using them is still messy. Different accounts, different providers, different setups. it quickly adds friction. Commander fixes that with Agent Profiles. Each profile is a complete setup for an agent like Claude, Codex, Pi, or OpenCode. Start a chat with any profile, or assign a profile to a project so it always uses the right setup automatically.

Marcin Krzyzanowski

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I asked GitHub Copilot with Work IQ to compare my PowerToys search spec in SharePoint to the implementation on the GitHub repo and it worked seamlessly. Being able to pair work context with code in the repo using Copilot is an absolute game changer for development💥💥💥
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I asked GitHub Copilot with Work IQ to compare my PowerToys search spec in SharePoint to the implementation on the GitHub repo and it worked seamlessly. Being able to pair work context with code in the repo using Copilot is an absolute game changer for development💥💥💥

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I am hooked on Dynamic Workflows! The idea of generating harnesses on the fly is so compelling that I reverse-engineered it for my agent orchestrator. And then I built a monitoring dashboard (as an HTML artifact) to track tasks, metrics, and reports. I can now use and monitor dynamic workflows in my agent orchestrator with coding agents like Claude Code, Codex, Pi, and even my own custom-built DAIR.AI agent. This is clearly the future of working with agents to accomplish complex, long-running tasks. Some use cases I'm having success with: - Branching deep research tasks (with verification) - Parallel deep research tasks - Session mining of all my agent sessions - Bug hunting - Triaging - Fact-checking - LLM councils - AI simulations - Data synthesis - Evals generation ... and many others Dynamic workflows, like agent skills, feel like an important primitive to not only get the most out of agents but also incorporate dynamic behaviors and important components like cooperation and verification. There is so much exploration ground here. The exciting part is that this is not limited to coding tasks; it extends to business use cases and many other technical domains like science and research.
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I am hooked on Dynamic Workflows! The idea of generating harnesses on the fly is so compelling that I reverse-engineered it for my agent orchestrator. And then I built a monitoring dashboard (as an HTML artifact) to track tasks, metrics, and reports. I can now use and monitor dynamic workflows in my agent orchestrator with coding agents like Claude Code, Codex, Pi, and even my own custom-built DAIR.AI agent. This is clearly the future of working with agents to accomplish complex, long-running tasks. Some use cases I'm having success with: - Branching deep research tasks (with verification) - Parallel deep research tasks - Session mining of all my agent sessions - Bug hunting - Triaging - Fact-checking - LLM councils - AI simulations - Data synthesis - Evals generation ... and many others Dynamic workflows, like agent skills, feel like an important primitive to not only get the most out of agents but also incorporate dynamic behaviors and important components like cooperation and verification. There is so much exploration ground here. The exciting part is that this is not limited to coding tasks; it extends to business use cases and many other technical domains like science and research.

elvis

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.Isabel Brown discusses the threat of AI with Dana Perino: "It almost feels like the system is being rigged against young people...It starts begging the question: Is AI being used to benefit the human person...or is it being used to degrade the dignity of the human person?"
1:05

.Isabel Brown discusses the threat of AI with Dana Perino: "It almost feels like the system is being rigged against young people...It starts begging the question: Is AI being used to benefit the human person...or is it being used to degrade the dignity of the human person?"

Daily Wire

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Replit CEO Amjad Masad: "Communicating with an AI agent is very much like communicating with a human." "Previously you could get away by being a brilliant programmer but not knowing how to talk to people. You can’t anymore." "Your computers are people now." "It is giving an advantage to people who have soft skills." Amjad Masad on The End of Limits Podcast
1:30

Replit CEO Amjad Masad: "Communicating with an AI agent is very much like communicating with a human." "Previously you could get away by being a brilliant programmer but not knowing how to talk to people. You can’t anymore." "Your computers are people now." "It is giving an advantage to people who have soft skills." Amjad Masad on The End of Limits Podcast

a16z

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I used Perplexity Finance live today to create an Indian equities F&O strategy with a ₹25L corpus This was my 1st time using Perplexity Finance - and today is the first day that Perplexity has gone live with Indian market data (skip to 6:40 for F&O) Sharing what happened:
10:40

I used Perplexity Finance live today to create an Indian equities F&O strategy with a ₹25L corpus This was my 1st time using Perplexity Finance - and today is the first day that Perplexity has gone live with Indian market data (skip to 6:40 for F&O) Sharing what happened:

Rahul Mathur

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