Miru - Deployment infrastructure for robotics & IoT
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Why Miru is the Go-To Solution for Over-the-Air IoT Deployments

Miru is a pioneering start-up that automates the deployment and management of software for robotics and IoT devices. Founded in 2024 by Armel Talla, Vedant Nair, and Benjamin Smidt, Miru provides engineers with the infrastructure to deploy updates over-the-air to a large fleet of devices simply by pushing new changes to GitHub. The company is headquartered in San Francisco and is backed by Group Partner Aaron Epstein.

How Did Miru Come to Be?

Miru’s story began at the University of Texas at Austin, where Armel, Vedant, and Ben met in their freshman dorm. During their college years, they collaborated on building an AI-video dev tool. This project ignited their passion for leveraging technology to free humans from the mundane, dirty, and dangerous tasks that dominate billions of lives. Motivated by this vision, they founded Miru to provide the essential infrastructure that would accelerate the transition to a future where robots can undertake these tasks.

Who are the Founders of Miru?

The founding team of Miru is composed of three highly skilled and passionate individuals:

  • Armel Talla, Co-Founder and CEO, graduated from UT Austin with a B.S. in Computer Science and Mathematics. He previously founded Clips AI, an AI video dev tool that repurposed long videos into clips. Armel has interned at Google and YouTube, focusing on building internal tools and infrastructure.
  • Vedant Nair, Co-Founder and COO, holds degrees in Business and Computer Science from UT Austin. He also co-founded Clips AI and has interned at Bain & Co. and EY-Parthenon, specializing in go-to-market consulting for software companies.
  • Benjamin Smidt, Co-Founder and CTO, has a B.S. in Electrical and Computer Engineering from UT Austin. His passion for hardware and robotics began with his initial studies in Mechanical Engineering. Ben co-founded Clips AI and has experience in developing production-ready AI models and video processing servers using Kubernetes.

What Makes Miru’s Product Stand Out?

Miru’s platform offers a comprehensive suite of features designed to streamline the deployment and management of software for robotics and IoT devices. Here’s a closer look at what sets their product apart:

  • Over-the-Air Deployment: Miru enables users to deploy containers and code over-the-air with seamless integrations for AWS, Docker, GitHub Actions, and more. This feature ensures that updates can be rolled out effortlessly, regardless of the device's location.
  • Monitoring: Users can access build logs via the GUI, ensuring a smooth deployment process. This feature is crucial for rapidly identifying and resolving any issues that may arise during deployment.
  • Remote Management: Miru allows for remote management of devices, including firmware updates, Wi-Fi connectivity, and SSH access from anywhere in the world. This capability ensures that devices remain operational and up-to-date without the need for physical access.
  • Built for AI: The platform is optimized for AI applications, enabling users to track model version history, improve performance metrics, and identify failure modes. It is built to handle compute-intensive and GPU-enabled edge devices, making it ideal for sophisticated AI-driven applications.
  • Security: Security is a top priority for Miru, with robust measures engineered into every line of code. This ensures that both user data and the devices themselves are protected against potential threats.
  • Reliability: Miru’s infrastructure is designed to perform reliably under various conditions, including unstable connectivity, low bandwidth, and power-loss scenarios. This reliability is critical for ensuring continuous operation of deployed devices.

How Does Miru Simplify Software Deployment and Management?

Miru’s platform is designed to simplify the complex process of deploying and managing software for a large fleet of devices. Here’s how:

  • Unified Dashboard: The platform provides a single dashboard where users can deploy software, track model versions, and debug issues. This centralization streamlines the management process, making it easier to oversee and maintain numerous devices.
  • Accessible Logs: Users can interact with logs through the UI, with robust searching and filtering capabilities to find issues quickly. This accessibility is vital for diagnosing and fixing problems efficiently.
  • Detailed Device Metrics: Miru offers real-time, accurate information on device performance, providing users with the insights needed to maintain optimal operation. These metrics are crucial for monitoring the health and functionality of deployed devices.

What is the Vision Behind Miru?

The vision behind Miru is to create a future where robots and IoT devices can take over the dull, dirty, and dangerous tasks that currently burden billions of people. By providing the necessary infrastructure for deploying and managing these devices, Miru aims to accelerate this transition, making it easier for engineers to bring advanced robotics and AI solutions to market. This vision is rooted in the founders’ belief in technology’s potential to significantly improve human life by automating menial and hazardous tasks.

What Challenges Does Miru Address?

Miru addresses several key challenges faced by engineers and developers in the robotics and IoT space:

  • Complexity of Deployment: Deploying software updates to a large fleet of devices can be a complex and time-consuming process. Miru simplifies this by automating over-the-air deployments and providing seamless integrations with popular tools.
  • Remote Management: Managing devices remotely is often fraught with difficulties, especially when dealing with connectivity issues and diverse geographical locations. Miru’s platform ensures that devices can be updated and managed from anywhere, overcoming these challenges.
  • Security Concerns: Ensuring the security of deployed devices and the data they handle is a significant concern. Miru’s robust security measures provide peace of mind, protecting both the devices and their data.
  • Reliability Issues: Maintaining reliable operation in the face of unstable connectivity and other challenges is crucial for the success of any IoT deployment. Miru’s infrastructure is built to handle these conditions, ensuring continuous performance.

Why Should Engineers and Developers Choose Miru?

Engineers and developers should choose Miru for several compelling reasons:

  • Ease of Use: Miru’s platform is designed to be user-friendly, making it easy to deploy and manage software for a large fleet of devices.
  • Comprehensive Features: The platform offers a wide range of features, from over-the-air deployment to detailed device metrics, providing everything needed to maintain and optimize device performance.
  • Reliability and Security: With robust security measures and reliable performance under various conditions, Miru ensures that devices remain operational and secure.
  • Support for AI: Miru’s platform is optimized for AI applications, making it ideal for developers working with compute-intensive and GPU-enabled edge devices.

What is the Future Outlook for Miru?

The future looks promising for Miru, with its innovative platform poised to transform the deployment and management of software for robotics and IoT devices. As the demand for automation and AI solutions continues to grow, Miru’s infrastructure will play a crucial role in enabling engineers and developers to bring these technologies to market more efficiently. With a strong founding team, robust product features, and a clear vision for the future, Miru is well-positioned to become a leader in the robotics and IoT space.

In conclusion, Miru is a groundbreaking start-up that is revolutionizing the way software is deployed and managed for robotics and IoT devices. With its comprehensive platform, Miru provides engineers with the tools they need to deploy updates over-the-air, manage devices remotely, and ensure security and reliability. Founded by a passionate team with a clear vision for the future, Miru is set to make a significant impact in the world of automation and AI.