Tech
Testing AI Coding Agents Beyond Code Generation: A Real-World Benchmark
1. Introduction
Most public demonstrations of AI coding agents begin with an empty directory and end when a visible feature works. That is useful, but it measures only the first and easiest part of software engineering: generation. Real projects are stateful. They contain existing behavior, data that must survive, security boundaries, partially completed work, and verification steps that cannot be replaced by a convincing demo.
This benchmark was designed as a small, practical record of t...
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