Standard Agent (Text) Serena Agent (Semantic) 50,000 TOKENS FILES_GLOB (*) GREP_SCAN LLM_NODE REGEX_REPLACE AST_RESULT QUERY 150 TOKENS LLM_AGENT LSP_NODE TARGET_FILE AST_EDIT AST_RESULT