⚡️ AI coding agents read too much code. Benzi just stops doing that.
Instead of grepping files or chunking embeddings, Benzi uses deterministic compiler queries to answer "what calls this function?" in O(1), before the model ever sees a line of source.
Result: 9,125 lines read vs. 20,704 for Claude Code and 43,598 for DeepSeek's harness. Same tasks. 78.2% SWE-bench Verified for under 10¢ a fix.
Fewer tokens, no context drift. Wild idea, honestly.
GitHub
GitHub - oooscoos/Benzi: Benzi is AI-native code intelligence infrastructure. Claude Code greps; Cursor embeds; Aider maps signatures;…
Benzi is AI-native code intelligence infrastructure. Claude Code greps; Cursor embeds; Aider maps signatures; Benzi resolves — and answers in O(1). Every language runs its own tree-sitter grammar i...
1September 7, 2026 262 2
