Shorlabs is a platform designed for deploying, managing, and scaling backend applications built with Python or Node.js. It operates on AWS Lambda, which allows users to pay only for actual usage. Developers can deploy applications quickly with a one-click setup from their GitHub repositories, eliminating the need for Docker knowledge. The platform automatically detects the programming environment and configures the build accordingly, streamlining the deployment process. Key features include custom subdomains, secure environment variable management, and configurable compute options like memory and timeout settings. Shorlabs provides deployment history tracking and real-time logging through AWS CloudWatch. The setup requires some initial configuration, including creating an AWS IAM user with specific permissions and setting up necessary infrastructure components such as ECR repositories and Lambda functions. Scripts are available for deploying the backend API and enabling wildcard subdomain routing. The frontend is built using technologies like Next.js and TypeScript, while the backend utilizes Python with FastAPI. The system incorporates various AWS services, including DynamoDB for database management and Amazon SQS for task queuing. Shorlabs aims to simplify backend deployment, challenging the notion that complex backends need extensive server management. The platform is still in alpha, inviting contributions but requesting discussions on major changes before pull requests.