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Excited to introduce you to Seb, the coding agent for hardware. Seb is trained for low level systems in highly-regulated environments. Thank you to the engineers and companies that already trust Seb with their hardware. The feedback from hundreds of Firmware, Embedded, and Hardware Engineers has been invaluable. If...

55,202 views • 3 months ago •via X (Twitter)

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🚨: HARDWARE FOUNDERS this one is for you! If you’re building: > machines - from CNCs to circuits, from ships (space or sea - doesn't matter) to satellites > robots - arms, quadrupeds, humanoids, semi-humanoids, exoskeletons > drones or UAVs or things that fly > wearables rings or pendants or smart glasses or .... basically anything in hardware, manufacturing, industrial automation, or embodied AI ... we’ve built a Home for you! Whether you’re in Tokyo or Tennessee, Melbourne or Madrid, Singapore or San Francisco, Beijing or Berlin, Shenzhen or Stockholm, Bangalore or Boston, or Lima or London — if you’re building the physical future, you belong here⚒️ MOSAIX is a global network for hardware x AI founders — the first of its kind — designed to help you solve, scale, and sustain your vision. This is born out of years of working with hardware founders across the world and seeing how hard it is to build in hardware alone. Founders like you have a unique journey. You deal with machines, with grease, with soldering irons and sensors, with components and gears. Your challenges don’t look like those in the software world, and that’s exactly why MOSAIX exists. Our team spans China, India, Europe, and the U.S. and so does our purpose. We’re independent. We’re not backed by anyone. We don’t carry anyone’s agenda. Just a shared belief that hardware founders deserve a network of their own — a safe space, and a safety net. MOSAIX is invite-only. For now, joining is free. Welcome to the Age of Hardware. Welcome to the MOSAIX Network. More details in the tweet below.

AML

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Before software engineers even begin writing code, they have to set the stage of the entire development process. This process requires engineers to make complex tradeoffs between requirements, system design, and implementations details. Current IDEs that rely on AI features, like chat and inline coding, can help engineers get the job done quickly on small development tasks. Still, engineers spend much more time on larger projects—even after the initial code is generated—by conducting rigorous testing and creating documentation. This is where today’s AI IDEs can do more to accelerate the development lifecycle—and this is why we built Kiro. Kiro is an AI IDE that helps you go from prototype to production with spec-driven development and agent hooks. From simple to complex tasks, Kiro works alongside you to turn prompts into detailed specs, then into working code, docs, and test so what you build is exactly what you want and ready to share with your team. After a developer builds the code with Kiro, Kiro’s agent hooks help engineers solve challenging problems and automate tasks like generating documentation and unit tests. Kiro brings structure and mature engineering practices to AI coding, so you can go from concept to application while being in the driver’s seat every step of the way. Kiro is free during preview, and supports Mac, Windows, and Linux, and most popular programming languages. We're excited for you to try it out and let us know what you think ➡️

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Jensen Huang just explained why every company cutting engineers over AI is asking the entirely wrong question. Huang: “People say, I don’t need software engineers because apparently coding is going to be automated.” That was the narrative. Here is what Huang actually did. Huang: “I’ve given AIs to every one of my software engineers and hardware engineers and engineers period. 100% of NVIDIA has AI assistants, AI coders, and they’re busier than ever.” Not fewer engineers. Not smaller teams. Busier than ever. That is the line most companies are getting completely wrong right now. They hear “AI can write code” and immediately start cutting headcount. Huang did the opposite. He armed everyone. Huang: “And so the question is, what is the task versus what is the job? No different than a financial analyst; the task is mess around with spreadsheets, but the job is to make financial advice. The job is to help a customer.” Writing code was always the task. It was never the job. The job is architecture. Knowing what to build. Why it matters. How it fits into a system that actually creates value. Code is the execution layer between the idea and the outcome. Nothing more. When you automate that layer, you don’t eliminate the engineer. You eliminate the bottleneck between what they can envision and what they can ship. The companies using AI to cut headcount are optimizing for cost. The companies using AI to multiply output are optimizing for territory. Nvidia chose territory. Every engineer at the most valuable semiconductor company on Earth now operates with an AI assistant. Not a pilot program. Not an experiment. Company-wide. Every function. Every team. And the result is not less work. It is more work. Faster. At a scale that was physically impossible twelve months ago. The companies that understand the difference between eliminating engineers and unleashing them will build what comes next. The ones that don’t will watch their best talent walk out the door to the ones that did.

Dustin

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