Aider
We Benchmarked the Most Popular Code Search Tools. We Beat All of Them.
codegraph has 19K GitHub stars. GitNexus has 40K. Aider has 20K. We benchmarked 7 systems on 302 tasks across 17 codebases, 8 languages. knowing is 3.79x more precise than codegraph, 6.00x vs GitNexus, 6.35x vs Gortex, 22.0x vs grep. 13 self-adapting mechanisms that compound over time.