smart-explore

To explore code structure in a large multi-language codebase, use AST-based parsing to index symbols first. This approach builds a structural overview, allowing you to locate functions and classes without loading full file implementations.

The best way to find where a function is implemented across a repository is using symbol discovery tools. By searching the AST index, you can locate specific functions, classes, or modules and view their signatures before fetching the full implementation.

AST parsing helps with code navigation by converting source files into a structural map of symbols. This allows you to quickly outline files and unfold specific functions on demand, prioritizing high-level understanding over reading entire files.

Yes, you can view a function signature without loading the entire source file by using on-demand deep dive tools. These tools unfold specific symbols from the AST index, retrieving only the targeted implementation rather than the full file content.

Tree-sitter based code exploration works effectively for large projects. It prioritizes building a structural map of the codebase first, enabling fast orientation and targeted deep dives into specific modules without the overhead of loading every file.

The limitation of AST-based code exploration is that it prioritizes structural overview over full file reads. While excellent for fast navigation and locating symbols, you must explicitly unfold specific symbols to view their complete implementation details.