The categories include: - **API Management**: Tools for creating, publishing, analyzing, and securing APIs. - **Content Management System:** Software applications to create and manage digital content through templates, procedures, and standard formats. - **Data Science:** Tools and software to support analyzing data and generating actionable insights. - **Databases & Storage:** Systems for storing, retrieving, and managing data. - **Languages & Frameworks:** Programming language runtimes and frameworks. - **Integrations & Delivery:** Tools for Continuous Integration (CI) and Continuous Delivery (CD). - **Internet of Things:** Tools supporting Internet of Things (IoT) applications. - **Machine Learning & AI:** Tools and frameworks optimized for artificial intelligence and machine learning projects, such as pre-installed libraries and frameworks for data analysis, model training, and deployment. - **Message Queues:** Message queuing systems optimized for reliable, scalable, and efficient message handling. - **Monitoring & Observability:** Tools to track software and system performance through metrics, logs, and traces, as well as observability to explore the system’s state and diagnose issues. - **Networking:** Repositories that support data exchange and connecting computers and other devices to share resources. - **Operating Systems:** Software that manages all other programs on a computer and serves as an intermediary between users and the computer hardware, while overseeing applications and system resources. - **Security:** Tools to protect a computer system or network from theft, unauthorized access, or damage to their hardware, software, or electronic data, as well as from service disruption. - **Web Servers:** Software to serve web pages, HTML files, and other assets to users or other systems. - **Web Analytics:** Tools to collect, measure, analyze, and report on web data and website visitor engagement.