
SWE-CI: Can AI Agents Actually Maintain Code Long-Term?
The Problem with Current Coding Benchmarks Most benchmarks for LLM coding agents — HumanEval, SWE-bench, Terminal-bench — share a fundamental blind spot: they only test whether an agent can produce a one-shot fix. Pass the test suite once, and you’re done. ...