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. ...

March 19, 2026 · 7 min · 1360 words · Animesh Roy
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