- Claude Code's over-reliance on grep-style search leads to hallucinated APIs, incomplete refactoring, and missing method overloads.
- Static analysis tools like Roslynator CLI solve this by providing complete API surfaces with method signatures, types, and documentation.
- The command `roslynator list-symbols` dumps all public methods, properties, fields, and extension methods from a project or third-party assemblies.
- A shell script can auto-generate API documentation for the entire project and its NuGet dependencies, stored in a `docs/` folder.
- Adding instructions to `CLAUDE.md` lets Claude Code use these docs, drastically reducing edit-fail-build loops.
- Similar approaches exist for TypeScript (TypeDoc), Go (`go doc -all`), and Java (`javap`, `jdeps`).
- Bridging traditional developer tooling (static analysis, profilers, debuggers) with AI assistants has huge untapped potential.
- Current AI coding tools are like a blindfolded junior developer limited to grep; connecting them to rich tooling is a simple integration.