Swarm Simulator provides a customizable environment for real-time multi-agent experiments. Users can adjust key behavior parameters—alignment, cohesion, separation—and observe emergent dynamics on a visual canvas. It supports interactive UI sliders, dynamic agent count adjustment, and data export for analysis. Ideal for educational demonstrations, research prototyping, or hobbyist exploration of swarm intelligence principles.

Morph helps users quickly build AI apps that can be securely deployed with ease. The platform supports connections to data sources like BigQuery and Snowflake, and allows for data processing using OpenAI APIs and ML models in Python. With Morph, you can create interactive screens in Markdown and share them via URLs. Additionally, the framework comes pre-equipped with role-based access control and advanced security features to ensure your data is protected.