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built an Attio app this week that continuously monitors CRM accounts and alerts when anything important changes—funding, leadership, launches, whatever you define. tell the CRM what you want to monitor once, then get updates on those companies via slack/email etc. built with > attio's new developer SDK & workflows... show more

Khushi Shelat

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55,494 views • 5 months ago •via X (Twitter)

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Important new course: Agent Skills with Anthropic, built with Anthropic and taught by Elie Schoppik! Skills are constructed as folders of instructions that equip agents with on-demand knowledge and workflows. This short course teaches you how to create them following best practices. Because skills follow an open standard format, you can build them once and deploy across any skills-compatible agent, like Claude Code. What you'll learn: - Create custom skills for code generation and review, data analysis, and research - Build complex workflows using Anthropic's pre-built skills (Excel, PowerPoint, skill creation) and custom skills - Combine skills with MCP and subagents to create agentic systems with specialized knowledge - Deploy the same skills across Claude Code, the Claude API, and the Claude Agent SDK Join and learn to equip agents with the specialized knowledge they need for reliable, repeatable workflows.

Important new course: Agent Skills with Anthropic, built with Anthropic and taught by Elie Schoppik! Skills are constructed as folders of instructions that equip agents with on-demand knowledge and workflows. This short course teaches you how to create them following best practices. Because skills follow an open standard format, you can build them once and deploy across any skills-compatible agent, like Claude Code. What you'll learn: - Create custom skills for code generation and review, data analysis, and research - Build complex workflows using Anthropic's pre-built skills (Excel, PowerPoint, skill creation) and custom skills - Combine skills with MCP and subagents to create agentic systems with specialized knowledge - Deploy the same skills across Claude Code, the Claude API, and the Claude Agent SDK Join and learn to equip agents with the specialized knowledge they need for reliable, repeatable workflows.

Andrew Ng

887,971 views • 6 months ago

How to monitor the web and research what comes back in 300 lines of code. I want to buy some cheap products on Amazon, but I want to grab them when prices drop. I'm using Parallel Parallel Web Systems here, which is a really easy way to ground your agentic code. Here is how this works: 1. Set up a monitoring event with Parallel for the products 2. If there's a hit, I get a webhook event with the details 3. My script immediately kicks off a Deep Research task 4. The final result tells me whether the product is worth buying I probably spent 1 hour building all of this with Claude Code + the Parallel Agent Skills. I'm linking to the GitHub repo below. Just think about what you could do with this. Here is an easy example (I also set this up): • Monitor news for public tech companies • Analyze the news + price • Assess whether it's worth investing You can do this, put it on autopilot, and get an email anytime there's something worth your time. Here is the video I recorded.

How to monitor the web and research what comes back in 300 lines of code. I want to buy some cheap products on Amazon, but I want to grab them when prices drop. I'm using Parallel Parallel Web Systems here, which is a really easy way to ground your agentic code. Here is how this works: 1. Set up a monitoring event with Parallel for the products 2. If there's a hit, I get a webhook event with the details 3. My script immediately kicks off a Deep Research task 4. The final result tells me whether the product is worth buying I probably spent 1 hour building all of this with Claude Code + the Parallel Agent Skills. I'm linking to the GitHub repo below. Just think about what you could do with this. Here is an easy example (I also set this up): • Monitor news for public tech companies • Analyze the news + price • Assess whether it's worth investing You can do this, put it on autopilot, and get an email anytime there's something worth your time. Here is the video I recorded.

Santiago

14,692 views • 13 days ago

WeWeb MCP is here. Your favorite AI agents can now build directly inside WeWeb. Bring Claude Code, Cursor, ChatGPT, Codex, Antigravity, or any agent you choose. Your agent can help build secure web apps using WeWeb’s pages, components, workflows, API requests, databases, integrations, auth, storage, and more. You decide what it can work on: the full app, or only specific parts of your project. Everything stays visible and editable in WeWeb, so you can review what was built, make changes visually, and keep maintaining the app with your team. No black box. Open beta starts today.

WeWeb MCP is here. Your favorite AI agents can now build directly inside WeWeb. Bring Claude Code, Cursor, ChatGPT, Codex, Antigravity, or any agent you choose. Your agent can help build secure web apps using WeWeb’s pages, components, workflows, API requests, databases, integrations, auth, storage, and more. You decide what it can work on: the full app, or only specific parts of your project. Everything stays visible and editable in WeWeb, so you can review what was built, make changes visually, and keep maintaining the app with your team. No black box. Open beta starts today.

weweb.io

1,386,257 views • 1 month ago

This is incredibly useful for those using Claude Code! I have two computers, and sharing your Claude Code sessions is almost impossible without this. I often start working on something on my desktop, and then want to continue working on the same session (same context, conversation, etc.) on my laptop. The folks at Depot built an integration that solves this problem: You can now start a session on one computer and resume it anywhere else in the world! You can even share it with other team members so they can also contribute to it. Here is an article showing you how the Depot team uses this feature with Claude Code to automate their GitHub Actions Runner updates: Thanks to the team for the effort in building this integration and collaborating with me on this post.

This is incredibly useful for those using Claude Code! I have two computers, and sharing your Claude Code sessions is almost impossible without this. I often start working on something on my desktop, and then want to continue working on the same session (same context, conversation, etc.) on my laptop. The folks at Depot built an integration that solves this problem: You can now start a session on one computer and resume it anywhere else in the world! You can even share it with other team members so they can also contribute to it. Here is an article showing you how the Depot team uses this feature with Claude Code to automate their GitHub Actions Runner updates: Thanks to the team for the effort in building this integration and collaborating with me on this post.

Santiago

43,943 views • 9 months ago

X just made itself plug straight into AI tools with MCP servers. Your agents can now search and post on X directly. Not only read about it. Grok Build, Cursor, Claude, VS Code. All in. What you get: * X MCP; search posts, trends, bookmarks, even publish Articles * Docs MCP; API docs inside your workflow, no tab switching Setup is straightforward: * Go to create an X app * Enable OAuth 2.0; required for authentication * Add redirect URI; * Copy your CLIENT_ID and CLIENT_SECRET * Plug those into your MCP client or config * Run the setup commands; connect X MCP and Docs MCP * Log in once via browser; approve access * Verify; run grok mcp doctor xapi and grok mcp list Log in once. Done. Your workflow now includes X itself. X

X just made itself plug straight into AI tools with MCP servers. Your agents can now search and post on X directly. Not only read about it. Grok Build, Cursor, Claude, VS Code. All in. What you get: * X MCP; search posts, trends, bookmarks, even publish Articles * Docs MCP; API docs inside your workflow, no tab switching Setup is straightforward: * Go to create an X app * Enable OAuth 2.0; required for authentication * Add redirect URI; * Copy your CLIENT_ID and CLIENT_SECRET * Plug those into your MCP client or config * Run the setup commands; connect X MCP and Docs MCP * Log in once via browser; approve access * Verify; run grok mcp doctor xapi and grok mcp list Log in once. Done. Your workflow now includes X itself. X

Mario Nawfal

59,976 views • 27 days ago

My favorite way of interacting with Claude Code is to have it generate static HTML files as outputs (reports, explorations, code structure, mockups etc.) I wanted to iterate on the file by commenting in browser and having Claude update the output live. So, I built this Claude Skill👇 How it works: - Install Claude Code skill (ask it to clone repo) - Build an HTML page for anything (e.g. research coding agents and generate HTML report) - Ask it to make the page interactive That's it. CC will launch a localhost server and allow you to then leave comments on the page itself and once it updates, will give you a tour of changes. It's like Google Docs kind of comments/iteration but for HTML pages.

My favorite way of interacting with Claude Code is to have it generate static HTML files as outputs (reports, explorations, code structure, mockups etc.) I wanted to iterate on the file by commenting in browser and having Claude update the output live. So, I built this Claude Skill👇 How it works: - Install Claude Code skill (ask it to clone repo) - Build an HTML page for anything (e.g. research coding agents and generate HTML report) - Ask it to make the page interactive That's it. CC will launch a localhost server and allow you to then leave comments on the page itself and once it updates, will give you a tour of changes. It's like Google Docs kind of comments/iteration but for HTML pages.

Paras Chopra

215,218 views • 2 months ago

Wanted to learn more about MCPs this weekend. So I built this mini-tool called Here is how it works: 1️⃣ Tell the AI what you want. 2️⃣ It creates an MCP server with various tools. 3️⃣ Talk with AI to add/remove/modify these tools. 4️⃣ Click on Deploy and get your own MCP Server URL. You can directly use in url in Cursor / Claude Desktop or anywhere you want. Completely powered by Cloudflare Developers Durable Objects + Workers for Platforms

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Bhanu Teja P

108,366 views • 1 year ago

I vibe-coded an AI agent for making presentations 🤖🖼️ - accessible to everyone and open-source! You can upload both your context files, as well as a style template (a file that captures the style of the presentation you want to create). Then you launch a prompt and watch the agent one-shot your presentation. After the presentation is generated, you can edit the text inline, chat with the agent to add/modify/delete slides, and export to Powerpoint or PDF. Built with Claude Code, powered by Claude Agent SDK + LlamaParse. Hosted on Vercel/Render. To use it, you do need to specify your LlamaCloud API key and Anthropic API key (see below). App: Repo: Sign up to LlamaCloud:

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Jerry Liu

21,073 views • 6 months ago

✨ Introducing Attio Sequences When we spoke to dozens of GTM leaders this year about the future of CRM, one message came through loud and clear: sellers should be able to focus on building relationships, not managing tools. Today, we're taking another step toward making that vision a reality with Attio Sequences. Built where your data lives, Sequences powers intelligent email sequences that respond to real prospect signals - whether it's trial usage, product milestones, or any key moment in the prospect journey. Like every piece of our platform, Sequences makes the whole more powerful: Objects gave you the data model, Automations gave you the workflows, and now Sequences gives you intelligent customer engagement. No more context switching. No more manual tracking. Your team can focus on what matters: building customer relationships and driving growth. Read the full update here 👉

✨ Introducing Attio Sequences When we spoke to dozens of GTM leaders this year about the future of CRM, one message came through loud and clear: sellers should be able to focus on building relationships, not managing tools. Today, we're taking another step toward making that vision a reality with Attio Sequences. Built where your data lives, Sequences powers intelligent email sequences that respond to real prospect signals - whether it's trial usage, product milestones, or any key moment in the prospect journey. Like every piece of our platform, Sequences makes the whole more powerful: Objects gave you the data model, Automations gave you the workflows, and now Sequences gives you intelligent customer engagement. No more context switching. No more manual tracking. Your team can focus on what matters: building customer relationships and driving growth. Read the full update here 👉

Attio

148,954 views • 1 year ago

The question we get the most with 8090 Enterprise engagements. Who maintains it and what happens when the software needs to change? Most custom software is built once and patched forever. Every change request becomes a six-week negotiation with a vendor who can no longer explain their own code. 8090 Enterprise inverts that. We design, build, host, AND maintain. Software Factory powers our delivery and is built for the second year of changes, the third year, and the tenth. Reach out to us about what system you want to replace: sales@8090.inc

The question we get the most with 8090 Enterprise engagements. Who maintains it and what happens when the software needs to change? Most custom software is built once and patched forever. Every change request becomes a six-week negotiation with a vendor who can no longer explain their own code. 8090 Enterprise inverts that. We design, build, host, AND maintain. Software Factory powers our delivery and is built for the second year of changes, the third year, and the tenth. Reach out to us about what system you want to replace: [email protected]

8090

120,538 views • 2 months ago

Most people use AI when they're at their desk. Perplexity Computer works while you sleep. Things I have running on autopilot RIGHT NOW: → Daily SEO audit — lands in my inbox at 7am → Competitor pricing monitor — alerts me when anything changes → Morning market brief — real-time data, every source cited → Weekly team report — pulled from Slack and Sheets automatically → Keyword rank tracker — flags drops before I even notice → New lead alerts — monitors job boards for companies hiring in my niche I wake up to insights. Not tasks. Set it once. It runs forever. 20+ models working in the background. This is not a chatbot. This is a system that does the work.

Most people use AI when they're at their desk. Perplexity Computer works while you sleep. Things I have running on autopilot RIGHT NOW: → Daily SEO audit — lands in my inbox at 7am → Competitor pricing monitor — alerts me when anything changes → Morning market brief — real-time data, every source cited → Weekly team report — pulled from Slack and Sheets automatically → Keyword rank tracker — flags drops before I even notice → New lead alerts — monitors job boards for companies hiring in my niche I wake up to insights. Not tasks. Set it once. It runs forever. 20+ models working in the background. This is not a chatbot. This is a system that does the work.

Ayzaa

28,710 views • 3 months ago

The guy who vibe-coded his own food discovery app just dropped 4 solid security basics. If you're building your own app with AI, you need this so you don't get hacked on day one: 1. Hide your API keys Keep your OpenAI or Stripe keys off the frontend to prevent them from being stolen. Tell Claude: "Move all API keys to the server and use environment variables." 2. Input Validation Stop people from pasting malicious code into your search bars to break your database. Tell Claude Code: "Sanitize all user inputs." 3. Don't invent your own auth Building login systems from scratch is too risky. Use trusted platforms instead. Tell Claude Code: "Integrate Supabase for authentication." 4. Rate limiting Prevent trolls from crashing your server with 10,000 requests per minute. Tell Claude Code: "Add rate limiting to my API routes." Too many people vibe-coding right now make these exact mistakes and wake up to drained API budgets or wiped databases. Get the security right first. Once your foundation is solid, you can build literally anything. A friend of mine just shared a crazy guide on how to build an entire social network like X in a certain niche with Claude Code in 4 weeks. check it out below 👇

The guy who vibe-coded his own food discovery app just dropped 4 solid security basics. If you're building your own app with AI, you need this so you don't get hacked on day one: 1. Hide your API keys Keep your OpenAI or Stripe keys off the frontend to prevent them from being stolen. Tell Claude: "Move all API keys to the server and use environment variables." 2. Input Validation Stop people from pasting malicious code into your search bars to break your database. Tell Claude Code: "Sanitize all user inputs." 3. Don't invent your own auth Building login systems from scratch is too risky. Use trusted platforms instead. Tell Claude Code: "Integrate Supabase for authentication." 4. Rate limiting Prevent trolls from crashing your server with 10,000 requests per minute. Tell Claude Code: "Add rate limiting to my API routes." Too many people vibe-coding right now make these exact mistakes and wake up to drained API budgets or wiped databases. Get the security right first. Once your foundation is solid, you can build literally anything. A friend of mine just shared a crazy guide on how to build an entire social network like X in a certain niche with Claude Code in 4 weeks. check it out below 👇

Spivach

11,103 views • 1 month ago

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.

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

103,270 views • 1 month ago

I think I just found the best value way to code with AI. Tried Claude Code + GLM-4.5 and it blew me away: I benchmarked with my usual Next.js CRM app test → it bootstrapped a full project w/ SQLite + Prisma in minutes. Speed feels close to Sonnet-4. No weird stalls, just smooth iterations. Cost me $0.50 total for the whole app build. And now dropped new plans: → Lite $3/mo → cheapest entry point → Pro $15/mo → 40–60% faster + image/video understanding → Max $30/mo → adds built-in web search → Flexible billing (monthly, quarterly, annual) Special offer: My link gives you an extra 10% OFF →Subscribe here : Honestly, it’s become my go-to coding AI.

I think I just found the best value way to code with AI. Tried Claude Code + GLM-4.5 and it blew me away: I benchmarked with my usual Next.js CRM app test → it bootstrapped a full project w/ SQLite + Prisma in minutes. Speed feels close to Sonnet-4. No weird stalls, just smooth iterations. Cost me $0.50 total for the whole app build. And now dropped new plans: → Lite $3/mo → cheapest entry point → Pro $15/mo → 40–60% faster + image/video understanding → Max $30/mo → adds built-in web search → Flexible billing (monthly, quarterly, annual) Special offer: My link gives you an extra 10% OFF →Subscribe here : Honestly, it’s become my go-to coding AI.

Darshal Jaitwar

29,545 views • 10 months ago

New short course: Build AI Apps with MCP Servers: Working with Box Files, built with Box and taught by Ben Kus , their CTO. Many AI applications require custom code for basic file operations. The Model Context Protocol (MCP) standardizes this by letting you offload file tasks to dedicated servers that provide tools an LLM can use directly. In this course, you'll process documents stored in a Box folder using the Box MCP server. Rather than writing custom integration code to connect to the Box API and download files, you'll design your application to use the tools provided via MCP. Skills you'll gain: - Build an LLM-powered document processing app, using the Box MCP server to access files - Design a multi-agent system using Google's Agent Development Kit (ADK), consisting of specialized agents for file operations - Coordinate the multi-agent workflow through an orchestrator that uses the Agent2Agent (A2A) protocol to connect to the agents You'll start with a local file-processing app, refactor it to work with Box's MCP server, then evolve it into a multi-agent system. Sign up here:

New short course: Build AI Apps with MCP Servers: Working with Box Files, built with Box and taught by Ben Kus , their CTO. Many AI applications require custom code for basic file operations. The Model Context Protocol (MCP) standardizes this by letting you offload file tasks to dedicated servers that provide tools an LLM can use directly. In this course, you'll process documents stored in a Box folder using the Box MCP server. Rather than writing custom integration code to connect to the Box API and download files, you'll design your application to use the tools provided via MCP. Skills you'll gain: - Build an LLM-powered document processing app, using the Box MCP server to access files - Design a multi-agent system using Google's Agent Development Kit (ADK), consisting of specialized agents for file operations - Coordinate the multi-agent workflow through an orchestrator that uses the Agent2Agent (A2A) protocol to connect to the agents You'll start with a local file-processing app, refactor it to work with Box's MCP server, then evolve it into a multi-agent system. Sign up here:

Andrew Ng

81,696 views • 10 months ago

I built a mobile app to check Paddle revenue (because they don't have one): 👉 - Use your Paddle API key (read-only and scoped) - Live data with beautiful and useful graphs built with native Swift UI. - Multi-account supported, unified revenue metrics. - Data stay on device, no server (api requests are sent directly from your phone) - Home widgets - I made it free to download on App Store (once it's approved) - Buy the source code for $19 and customize it however you want (save 5hrs of prompting if you try to do it yourself). Some interesting facts about this side project: - I vibe coded with 100% claude code remotely on my Mac Mini (with my AI assistant setup) in less than 24 hours. - I have read 0 line of code in this project and never opened Xcode myself. - My AI assistant designed the app with GPT Image 2, built the app with Swift UI, test it on simulator (via screenshots), send the test build to TestFlight for me to test, and invited me to the app store connect account so I can test on my phone, then the AI submitted the app to App Store and currently waiting for approval. - For the website, I ask it to come up with a domain name, I bought it via manually and give it access via Cloudflare API, the AI design and create a static website with GitHub, test it with lighthouse CLI, deploy via GitHub pages, config the domain DNS, deploy the website. - Then I sign up an account with Polar payment, create an API key and ask the AI to setup a store, add payment, link with the account, and add the payment to the website. The entire process happened in the last 24 hours with me only talking to the AI via Telegram. This is such a fun side project not only to create an app that I wish exists, but also to push the limit of what I can use AI for, and so far I'm very impressed. I'll create so much more apps! It feels like I have unlocked a super power.

I built a mobile app to check Paddle revenue (because they don't have one): 👉 - Use your Paddle API key (read-only and scoped) - Live data with beautiful and useful graphs built with native Swift UI. - Multi-account supported, unified revenue metrics. - Data stay on device, no server (api requests are sent directly from your phone) - Home widgets - I made it free to download on App Store (once it's approved) - Buy the source code for $19 and customize it however you want (save 5hrs of prompting if you try to do it yourself). Some interesting facts about this side project: - I vibe coded with 100% claude code remotely on my Mac Mini (with my AI assistant setup) in less than 24 hours. - I have read 0 line of code in this project and never opened Xcode myself. - My AI assistant designed the app with GPT Image 2, built the app with Swift UI, test it on simulator (via screenshots), send the test build to TestFlight for me to test, and invited me to the app store connect account so I can test on my phone, then the AI submitted the app to App Store and currently waiting for approval. - For the website, I ask it to come up with a domain name, I bought it via manually and give it access via Cloudflare API, the AI design and create a static website with GitHub, test it with lighthouse CLI, deploy via GitHub pages, config the domain DNS, deploy the website. - Then I sign up an account with Polar payment, create an API key and ask the AI to setup a store, add payment, link with the account, and add the payment to the website. The entire process happened in the last 24 hours with me only talking to the AI via Telegram. This is such a fun side project not only to create an app that I wish exists, but also to push the limit of what I can use AI for, and so far I'm very impressed. I'll create so much more apps! It feels like I have unlocked a super power.

Tony Dinh

43,787 views • 2 months ago

OMG!!!!! 6 Days Ago I had never written a line of code in my life. But I just deployed my first note taking web app with a back end that stores the data, using Claude, Replit, and Google Firebase. Just brute forced asked Claude questions alternating between 2 accounts to get around the limits, AND STILL running out of credits on both accounts. Just about 4.5 hours later I had a custom Notes app in the style that I wanted. I obviously don't have any programming "hard skills", but my understanding of what is possible with code has increased 1,000,000%... I would share link but i don't think my code protects my API tokens or whatever... I got confused on that part. --- Next step is adding perplexity and claude API into the app. :) Posting full video making this on youtube at some point, idk when, its 3AM, off to bed... much love.

OMG!!!!! 6 Days Ago I had never written a line of code in my life. But I just deployed my first note taking web app with a back end that stores the data, using Claude, Replit, and Google Firebase. Just brute forced asked Claude questions alternating between 2 accounts to get around the limits, AND STILL running out of credits on both accounts. Just about 4.5 hours later I had a custom Notes app in the style that I wanted. I obviously don't have any programming "hard skills", but my understanding of what is possible with code has increased 1,000,000%... I would share link but i don't think my code protects my API tokens or whatever... I got confused on that part. --- Next step is adding perplexity and claude API into the app. :) Posting full video making this on youtube at some point, idk when, its 3AM, off to bed... much love.

Riley Brown

621,868 views • 2 years ago

How I have Claude automate anything I do on my computer just by showing it: I use the free Clips app and hit record to start recording. Then I just do the action - like navigating to Rippling and approving any unapproved time off - and I’ll often just talk out loud as I do it explaining any add’l details like I would when showing a human. The Clips app captures everything on your screen and everything you say, and transforms it into a format Claude can “see and hear”. You'll then get a link that you can easily share with Claude (or humans too). I’ll paste it to Claude and say something like, "automate this for me every day at 8:00 AM." The link has special metadata that agents like Claude can discover. It exposes APIs to see the full transcript with timestamps and grab screenshots of what was on your screen at any of those timestamps. Once it's created the routine, you can go to the Routines tab in Claude Code desktop app. This also works with the CLI, Claude Cowork, Codex etc. You’ll see your new routine there, and you can just hit Run Now to have it start running it. Video attached shows this step by step. The Clips apps is free and open source - I’ll link to it and the source code in the thread.

How I have Claude automate anything I do on my computer just by showing it: I use the free Clips app and hit record to start recording. Then I just do the action - like navigating to Rippling and approving any unapproved time off - and I’ll often just talk out loud as I do it explaining any add’l details like I would when showing a human. The Clips app captures everything on your screen and everything you say, and transforms it into a format Claude can “see and hear”. You'll then get a link that you can easily share with Claude (or humans too). I’ll paste it to Claude and say something like, "automate this for me every day at 8:00 AM." The link has special metadata that agents like Claude can discover. It exposes APIs to see the full transcript with timestamps and grab screenshots of what was on your screen at any of those timestamps. Once it's created the routine, you can go to the Routines tab in Claude Code desktop app. This also works with the CLI, Claude Cowork, Codex etc. You’ll see your new routine there, and you can just hit Run Now to have it start running it. Video attached shows this step by step. The Clips apps is free and open source - I’ll link to it and the source code in the thread.

Steve (Builder.io)

25,187 views • 1 month ago

Following rapid growth, a $100M Series B, and a slate of new launches, I sat down with Parallel co-founder Travers. Parallel Web Systems is building core search infrastructure for the agentic web: systems that enable AI to retrieve, structure, and reason over information across the internet with speed, accuracy, and reliability. I joined Travers at Parallel’s new Palo Alto office for a wide-ranging conversation on: > The pace going from launch last August to becoming critical infrastructure powering production workflows at companies like Notion, Harvey, Granola, and more. > Why Parallel sees the future of search as far beyond “ten blue links,” toward systems built for retrieval, reasoning, monitoring, and computation. > The changing nature of the web itself: its economics, openness, and what happens as agents become primary users. > The artistry and legacy of internet history shaping the company: Olivetti typewriters, Douglas Hofstadler, Lloyd Shapley, Christo & Jeanne-Claude, Google’s Search Box, and how it inspired programs like the Museum of the Human Web. This is an extensive and wide ranging look into one of the most interesting sectors of the agentic web. We Terrain feel lucky to have worked with Travers and the team since the start just two years ago. So much to do.

Following rapid growth, a $100M Series B, and a slate of new launches, I sat down with Parallel co-founder Travers. Parallel Web Systems is building core search infrastructure for the agentic web: systems that enable AI to retrieve, structure, and reason over information across the internet with speed, accuracy, and reliability. I joined Travers at Parallel’s new Palo Alto office for a wide-ranging conversation on: > The pace going from launch last August to becoming critical infrastructure powering production workflows at companies like Notion, Harvey, Granola, and more. > Why Parallel sees the future of search as far beyond “ten blue links,” toward systems built for retrieval, reasoning, monitoring, and computation. > The changing nature of the web itself: its economics, openness, and what happens as agents become primary users. > The artistry and legacy of internet history shaping the company: Olivetti typewriters, Douglas Hofstadler, Lloyd Shapley, Christo & Jeanne-Claude, Google’s Search Box, and how it inspired programs like the Museum of the Human Web. This is an extensive and wide ranging look into one of the most interesting sectors of the agentic web. We Terrain feel lucky to have worked with Travers and the team since the start just two years ago. So much to do.

Willem

53,572 views • 2 months ago