Benzi
A locally running, language-agnostic and model-agnostic code intelligence system. Benzi combines a compiler, harness, and runtime tracer/debugger built from the ground up so AI models can write code as neatly as they understand it, and provides instant call-flow, data-flow, and control-flow lookups on any codebase for any AI model. It scores 78.2% on SWE-bench Verified for under 10 cents per fix and is benchmarked against Claude Code, Open Code, and Deepseek Harness, where it is claimed to be cheaper and faster.
What it addresses
AI coding agents/harnesses are expensive and slow; Benzi fixes code for under 10 cents per SWE-bench fix while being cheaper and faster than Claude Code, Open Code, and Deepseek Harness.
Shared over time
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Benzi
A locally running, language-agnostic and model-agnostic code intelligence system. Benzi combines a compiler, harness, and runtime tracer/debugger built from the ground up so AI models can write code as neatly as they understand it, and provides instant call-flow, data-flow, and control-flow lookups on any codebase for any AI model. It scores 78.2% on SWE-bench Verified for under 10 cents per fix and is benchmarked against Claude Code, Open Code, and Deepseek Harness, where it is claimed to be cheaper and faster.
Problem: AI coding agents/harnesses are expensive and slow; Benzi fixes code for under 10 cents per SWE-bench fix while being cheaper and faster than Claude Code, Open Code, and Deepseek Harness.
Posted by @tweedler290 · Original comment ↗
“I made a code intelligence system from scratch! language agnostic and model agnostic. runs locally. Benzi is a compiler+harness+runtime tracer/debugger built from ground up to write code as neatly as it understands it.”