class DynamicContextPruner:
    /**
     * Dynamically prunes agent history to stay within token limits.
     * Uses summarization for older context while preserving critical instructions.
     */
    @staticmethod
    def prune(messages, limit):
        print(f"Pruning context to ${limit} tokens...")
        # Logic to count tokens and summarize old messages
        return messages