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Progress on Vella Have started on the external fuel rail and other components. Starting to see where to use the LEAP 71 picogk kernel and where to use Autodesk Fusion MCP. So I am now combining computational engineering with agentic cad via Cursor utilizing my own design logic that...

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Dylan Small

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16,408 görüntüleme • 3 ay önce •via X (Twitter)

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FutureNeon profil fotoğrafı
FutureNeon3 ay önce

@leap_71 @autodesk @cursor_ai Fuel rail packaging is where combustor and HP turbine constraints collide. What determines whether a component goes to PicoGK or Fusion?

Dylan Small profil fotoğrafı
Dylan Small3 ay önce

PicoGK generates highly complex meshes, but that's the tradeoff for its strength, it can produce insanely detailed parts and geometry that would be extremely difficult or time-consuming in traditional CAD. The CAD MCP is better suited for straightforward designs. It's far lighter on mesh complexity and file size, making it ideal for things like planetary gear systems or geometrically forgiving designs that just need to work.

FutureNeon profil fotoğrafı
FutureNeon3 ay önce

@leap_71 @autodesk @cursor_ai Fuel rail internal geometry is exactly where parametric CAD fights you hardest. Are you treating PicoGK output as final mesh for AM or exporting to a solver?

Tyler Reid profil fotoğrafı
Tyler Reid3 ay önce

@leap_71 @autodesk @cursor_ai This is really inspiring, and the first time I've seen someone really take ahold of picogk. Thanks for sharing

Adel Bucetta profil fotoğrafı
Adel Bucetta3 ay önce

@leap_71 @autodesk @cursor_ai progress on vella is one thing, but have you considered how your changes will integrate with the larger ai ecosystem? don't get stuck in a local optimization

Pawzard profil fotoğrafı
Pawzard3 ay önce

@leap_71 @autodesk @cursor_ai the hard part is figuring out where each tool actually earns its keep vs where youre fighting it whats the split looking like so far, like 70/30 leap71 vs fusion mcp?

neel daftary profil fotoğrafı
neel daftary3 ay önce

@leap_71 @autodesk @cursor_ai woah this looks insane...wow

Light profil fotoğrafı
Light3 ay önce

@leap_71 @autodesk @cursor_ai 🔥

Dale Sparrow profil fotoğrafı
Dale Sparrow3 ay önce

@leap_71 @autodesk @cursor_ai Completely underrated account

Chuck Petras profil fotoğrafı
Chuck Petras3 ay önce

@leap_71 @autodesk @cursor_ai @BrianRoemmele

安叫兽|Bird🕊️ 🔶 BNB profil fotoğrafı
安叫兽|Bird🕊️ 🔶 BNB3 ay önce

@leap_71 @autodesk @cursor_ai 这套流程跑通后改迭代应该会快很多

Brosko profil fotoğrafı
Brosko3 ay önce

@leap_71 @autodesk @cursor_ai curious how long before the 'own design logic' part becomes the actual product and the rocket is just the demo

Makaroni profil fotoğrafı
Makaroni3 ay önce

@leap_71 @autodesk @cursor_ai baking your own design logic into the build flow is the move that part dont get enough credit 🔥

king arthur profil fotoğrafı
king arthur3 ay önce

@leap_71 @autodesk @cursor_ai combining computational engineering with agentic cad is a smart workflow. mixing picogk and fusion mcp like that should save real iteration time.

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For a long time I've been teaching a self-extending design system to generate aerospace hardware from pure physics no CAD, just code and constraints. Tonight I hooked my CEM up to Fusion 360 via MCP after a design and it rebuilt it! Real feature trees a machinist can open, edit, and cut toolpaths from. The system that designs in code can now speak the language of every shop floor on Earth. So to answer if you can transfer your LEAP 71 work to CAD. Yes, you can.
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For a long time I've been teaching a self-extending design system to generate aerospace hardware from pure physics no CAD, just code and constraints. Tonight I hooked my CEM up to Fusion 360 via MCP after a design and it rebuilt it! Real feature trees a machinist can open, edit, and cut toolpaths from. The system that designs in code can now speak the language of every shop floor on Earth. So to answer if you can transfer your LEAP 71 work to CAD. Yes, you can.

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The scary part about AI in CAD is not that GPT can extrude a shape. It is that it can now build a mechanism where multiple parts actually have to agree with each other. Using GPT + Autodesk Fusion MCP, this project turns into a mechanical iris assembly with a base plate, eight overlapping blades, a drive ring, a cover, mounting holes, and relationships between the components. One blade is easy. The annoying part is repeating it around the same center, keeping every pivot aligned, fitting the mechanism between the surrounding plates, and making the whole assembly stay coherent as more geometry gets added. That is where MCP starts getting interesting. GPT is no longer treating Fusion like a place to dump some 3D geometry. It is working inside the actual CAD structure, where components, relationships, repeated parts, and the assembly itself all matter. That is a much bigger deal than text-to-3D. Because once an AI agent can reliably build and modify mechanisms instead of isolated shapes, a surprisingly large chunk of mechanical CAD starts looking like something you describe, inspect, and correct rather than model feature by feature.

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AI in CAD just went from “make me a part” to “build me the damn machine.” Using Autodesk Fusion MCP, the agent is working inside a real mechanical assembly with a chassis, shafts, gears, bearings, brackets, repeated hardware, and multiple components that all have to stay aligned with each other. That is a completely different problem from generating one clean 3D object. You can inspect the assembly from different angles, isolate sections, dig into individual joints, and keep working on the same engineering project instead of starting from another prompt-generated blob. The important part is not that AI can create geometry anymore. It is that it can operate inside the structure of a real CAD project where every component depends on what is around it. Once this gets reliable, a lot of mechanical CAD starts looking suspiciously simple: describe the system, inspect what the agent built, then tell it what to change.
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Ido Salomon

79,457 görüntüleme • 1 yıl önce

Loop engineering is great until something breaks. Here is how I improve the reliability of my agentic loops. I use human-in-the-loop (HITL). It's easy and extremely effective. Anyone can build this. My setup: I recorded a quick demo of how it all works. I shared recently that I now use more voice agents to build and communicate with agents. I also use them to verify. I hate the idea of being tied down to my computer or in a Slack channel to communicate with my agents. Here is what I have done to streamline communication with my agents. All my Claude and Codex agent sessions now use the Dial MCP server. It has a bunch of tools and provisions my agents with their own number that can place calls as native tools, with voice, SMS, and iMessage behind one interface. As my loops/automations work on PRs and new features, my agents escalate decisions to me via a short phone call. This is extremely useful when I am on the road or away from my desk. If you want to try this with Claude Code or Codex, paste this into your agent and get started right away: "Get yourself a Dial phone number and call me. Say hello and that setup is working, then hang up. Follow Natan Voitenkov and team are building something special here. Go check them out. Give your agent a phone number now: ($5 free credit)
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Loop engineering is great until something breaks. Here is how I improve the reliability of my agentic loops. I use human-in-the-loop (HITL). It's easy and extremely effective. Anyone can build this. My setup: I recorded a quick demo of how it all works. I shared recently that I now use more voice agents to build and communicate with agents. I also use them to verify. I hate the idea of being tied down to my computer or in a Slack channel to communicate with my agents. Here is what I have done to streamline communication with my agents. All my Claude and Codex agent sessions now use the Dial MCP server. It has a bunch of tools and provisions my agents with their own number that can place calls as native tools, with voice, SMS, and iMessage behind one interface. As my loops/automations work on PRs and new features, my agents escalate decisions to me via a short phone call. This is extremely useful when I am on the road or away from my desk. If you want to try this with Claude Code or Codex, paste this into your agent and get started right away: "Get yourself a Dial phone number and call me. Say hello and that setup is working, then hang up. Follow Natan Voitenkov and team are building something special here. Go check them out. Give your agent a phone number now: ($5 free credit)

elvis

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This is probably my stopping point right here, as I've been working on this for the last four to five hours, and the costs of spending more time on this are outweighing the benefits. The issue I'm running into now is that it doesn't seem to be agentic enough to be able to do stuff on its own that is meaningful, such as build apps generatively and take my feedback. I do think that the technology has a lot of promise, so I will check back in a couple weeks or months to try and pick up where I left off.
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This is probably my stopping point right here, as I've been working on this for the last four to five hours, and the costs of spending more time on this are outweighing the benefits. The issue I'm running into now is that it doesn't seem to be agentic enough to be able to do stuff on its own that is meaningful, such as build apps generatively and take my feedback. I do think that the technology has a lot of promise, so I will check back in a couple weeks or months to try and pick up where I left off.

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Used the updated Build Web Apps plugin that uses GPT-Image-2 to design a UI and assets to recreate Windows 3.1 incl. a virtual filesystem for the MS-DOS prompt. Naturally the next step was to use Browser Use to interact with it and play Minesweeper 😂 Note: Once the cursor is starting to move the video is unedited
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Used the updated Build Web Apps plugin that uses GPT-Image-2 to design a UI and assets to recreate Windows 3.1 incl. a virtual filesystem for the MS-DOS prompt. Naturally the next step was to use Browser Use to interact with it and play Minesweeper 😂 Note: Once the cursor is starting to move the video is unedited

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A designer who can ship code is one of the most valuable hires in tech today. Here's my new episode with Felix Lee (CEO of ADPList) where he showed me how to use Claude Code and Figma MCP to go from: ✅ Figma → Code: Design to website in 15 min ✅ Code → Figma: App back to editable design Felix also demoed a few apps he's designed and built in Claude Code, including a 3D globe website and a landing page analyzer. Some takeaways from Felix: 1. Stop pasting screenshots into Claude Code. Instead, use Figma MCP to pull in all your assets, icons, and images automatically. 2. You can use the same MCP to convert code back into editable Figma layers to explore more variations. 3. An underrated way to build: Use FigJam to plan a flowchart of your app first, then paste the link into Claude Code with the MCP. 📌 Watch now: Thanks to our sponsors: Replit ⠕: Plan, design, and build with AI agents Linear: The AI agent platform for modern teams

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Did you know that Claude Code can use the browser to QA its own work? 1. Run `claude mcp add playwright -- npx -y @playwright/mcp@latest` 2. Tell Claude where your app is running, e.g localhost:8000 3. Now Claude can click and type to make sure its code is actually working!
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Did you know that Claude Code can use the browser to QA its own work? 1. Run `claude mcp add playwright -- npx -y @playwright/mcp@latest` 2. Tell Claude where your app is running, e.g localhost:8000 3. Now Claude can click and type to make sure its code is actually working!

Sergey Karayev

107,272 görüntüleme • 1 yıl önce

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Support for Agent Plugins is live in Cursor (and I made a plugin for searching X!) Agent Plugins combine Skills and MCP servers into a single package Think about them like an Ikea furniture kit: your table comes with instructions, parts, and tools. You use the instructions to understand how things work (which tools on which parts), then use the tools to assemble your furniture Agent Plugins are bundles of tools & resources that allow agents to accomplish a goal: - MCP servers: fixed context and tools - Skills: dynamic instructions, loaded progressively Plugins bundle tools and instructions so your agent is able to use tokens efficiently Many of us already use MCP servers and skills together - Agent Plugins formalize this pattern for more powerful workflows I'm excited to see where the standard takes us!

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At this point, I have become lazy af. Figma connected to Cursor via my MCP and Opus 4.6 is designing a dashboard using Shadcn design system which is in the team library. So you chat in cursor, get designs in figma. Everything is designed according to your design system. Is this the dream of a designer?

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92,198 görüntüleme • 8 ay önce

I often call it the Indian dream. A young person from a small town, with no special access or resources, gets an opportunity and goes on to build a global business. Perhaps that is why so many young Indians relate to my journey. They do not just see where I am today. They see where I started and recognise a little bit of themselves in that story. Knowing that this gives someone the courage to start is one of the most rewarding parts of my journey.
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I often call it the Indian dream. A young person from a small town, with no special access or resources, gets an opportunity and goes on to build a global business. Perhaps that is why so many young Indians relate to my journey. They do not just see where I am today. They see where I started and recognise a little bit of themselves in that story. Knowing that this gives someone the courage to start is one of the most rewarding parts of my journey.

Ritesh Agarwal

17,598 görüntüleme • 2 ay önce

Woman on EBT food stamps says she had to cancel her vacation to a state that already started the new EBT restrictions because paying for food would cut into her families “fun money” they could use on vacation “I had to cancel my vacation with my family because where we were gonna go and vacation at, they have already stopped certain things of being able to be purchased with EBT. Well, because of this, that would mean I would have to buy the majority of my family's food out of pocket. And that would dig into my money I have for fun things. So I had no other choice but to cancel the trip. My family is so sad about this and so am I. I don't understand why people want to control what other people buy with their EBT. Like how is it your business what I buy with my EBT?”
0:43

Woman on EBT food stamps says she had to cancel her vacation to a state that already started the new EBT restrictions because paying for food would cut into her families “fun money” they could use on vacation “I had to cancel my vacation with my family because where we were gonna go and vacation at, they have already stopped certain things of being able to be purchased with EBT. Well, because of this, that would mean I would have to buy the majority of my family's food out of pocket. And that would dig into my money I have for fun things. So I had no other choice but to cancel the trip. My family is so sad about this and so am I. I don't understand why people want to control what other people buy with their EBT. Like how is it your business what I buy with my EBT?”

Wall Street Apes

1,208,817 görüntüleme • 1 yıl önce

Developers can now build on Yoco with the new Yoco Developer Hub 👨‍💻 Yoco has opened its infrastructure to developers, giving them access to APIs, documentation, and an MCP server to build custom applications, integrations, and workflows on top of the platform. This helps developers: • Build commerce and payment solutions without starting from scratch. • Use AI tools to create integrations and applications faster. • Access the same infrastructure powering over 200,000 South African businesses. #YocoNext
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Developers can now build on Yoco with the new Yoco Developer Hub 👨‍💻 Yoco has opened its infrastructure to developers, giving them access to APIs, documentation, and an MCP server to build custom applications, integrations, and workflows on top of the platform. This helps developers: • Build commerce and payment solutions without starting from scratch. • Use AI tools to create integrations and applications faster. • Access the same infrastructure powering over 200,000 South African businesses. #YocoNext

Mashudu Modau

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New course: MCP: Build Rich-Context AI Apps with Anthropic. Learn to build AI apps that access tools, data, and prompts using the Model Context Protocol in this short course, created in partnership with Anthropic Anthropic and taught by Elie Schoppik Elie Schoppik, its Head of Technical Education. Connecting AI applications to external systems that bring rich context to LLM-based applications has often meant writing custom integrations for each use case. MCP is an open protocol that standardizes how LLMs access tools, data, and prompts from external sources, and simplifies how you provide context to your LLM-based applications. For example, you can provide context via third-party tools that let your LLM make API calls to search the web, access data from local docs, retrieve code from a GitHub repo, and so on. MCP, developed by Anthropic, is based on a client-server architecture that defines the communication details between an MCP client, hosted inside the AI application, and an MCP server that exposes tools, resources, and prompt templates. The server can be a subprocess launched by the client that runs locally or an independent process running remotely. In this hands-on course, you'll learn the core architecture behind MCP. You’ll create an MCP-compatible chatbot, build and deploy an MCP server, and connect the chatbot to your MCP server and other open-source servers. Here’s what you’ll do: - Understand why MCP makes AI development less fragmented and standardizes connections between AI applications and external data sources - Learn the core components of the client-server architecture of MCP and the underlying communication mechanism - Build a chatbot with custom tools for searching academic papers, and transform it into an MCP-compatible application - Build a local MCP server that exposes tools, resources, and prompt templates using FastMCP, and test it using MCP Inspector - Create an MCP client inside your chatbot to dynamically connect to your server - Connect your chatbot to reference servers built by Anthropic’s MCP team, such as filesystem, which implements filesystem operations, and fetch, which extracts contents from the web as markdown - Configure Claude Desktop to connect to your server and others, and explore how it abstracts away the low-level logic of MCP clients - Deploy your MCP server remotely and test it with the Inspector or other MCP-compatible applications - Learn about the roadmap for future MCP development, such as multi-agent architecture, MCP registry API, server discovery, authorization, and authentication MCP is an exciting and important technology that lets you build rich-context AI applications that connect to a growing ecosystem of MCP servers, with minimal integration work. Please sign up here!

Andrew Ng

142,256 görüntüleme • 1 yıl önce

Hey everyone, I just want to say that i'm really really sorry and wanted to make a public apology. I did let the tools that I use every day (because they're objectively the best at everything) bias my content. Lets give a try. I now realize the tool in the video below is the best design tool. And there's starting templates in a simple interface. And I can deploy to Vercel in one prompt. And a video is coming out later today on how i build this in 45 minutes using Cursor.
2:48

Hey everyone, I just want to say that i'm really really sorry and wanted to make a public apology. I did let the tools that I use every day (because they're objectively the best at everything) bias my content. Lets give a try. I now realize the tool in the video below is the best design tool. And there's starting templates in a simple interface. And I can deploy to Vercel in one prompt. And a video is coming out later today on how i build this in 45 minutes using Cursor.

Riley Brown

115,837 görüntüleme • 1 yıl önce