gscore-development

The GS Core framework startup sequence initializes core modules and dynamically loads plugins. It ensures safe, scalable architecture by structuring the initialization order before activating AI subsystems and web console interactions.

You integrate AI features by managing the AI core lifecycle within the single-process framework. This involves configuring memory, RAG, and triggers, while supporting hot-reload of AI configs for robust error handling.

The best way to add web console interactions is through the GS Core web services module. It provides structured tooling and dynamic configuration to handle module interactions safely across the single-process framework.

Yes, you can safely hot-reload AI configurations and update core components. The framework enforces dynamic configuration and robust error handling to ensure scalable framework changes without requiring full restarts.

Plugin loading during the startup sequence may fail due to misconfigured dynamic configurations or unsafe architecture changes. Follow the structured tooling guidance to troubleshoot framework-level issues and ensure robust error handling.