K S Sarun Kumar
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Soei: Structured Observability of Evidence and Intent for Multi-Agent AI Software Engineering
According to the abstract, Mohammed Nayeem Khan and K S Sarun Kumar propose Soei, a system for tracking what AI coding agents actually did. On 45 real sessions they estimate 23.4% of code-editing episodes end with no independent check and 57.8% of completed to-dos lacked proof.