Greybrion Studio

Unified the AI Execution Foundation

Unified prompt generation, LLM execution, response parsing, and retry handling under AIExecutionManager. Migrated ConversationAnalysisAI, ConversationContextAI, ConversationAI, and ConversationResponseAnalysisAI to the shared execution foundation, improving maintainability and simplifying future AI integrations. Previously, each AI implemented its own execution flow, requiring duplicated logic whenever new features or improvements were introduced. By centralizing these responsibilities within AIExecutionManager, each AI can now focus solely on its domain, significantly improving maintainability, extensibility, and long-term scalability.