Startup Ideas AI

Scrapybara hosts remote desktop instances for computer use agents like CUA and Claude Computer Use. With its unified API, developers can write one line of code to execute agents with any model and access low-level controls like the browser, filesystem, and code sandboxes. Scrapybara handles autoscaling, authentication, and system environments, enabling users to deploy fleets of agents to production and automate any free-form computing task at scale.

Cerebrium is a serverless AI infrastructure platform that simplifies the process of building, deploying, and scaling AI applications. It offers a variety of GPUs, large-scale batch job execution, and real-time voice application capabilities. Cerebrium aims to provide a cost-effective alternative to AWS and GCP, with customers experiencing over 40% cost savings. It focuses on optimizing the pipeline for fast cold starts and ensures system reliability with 99.999% uptime, SOC 2 & HIPAA compliance, and comprehensive observability tools.