Papers by Sameer Komoravolu
Agent-Testing Agent: A Meta-Agent for Automated Testing and Evaluation of Conversational AI Agents (2026.eacl-long)
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| Challenge: | Robust, developer-friendly evaluation remains a bottleneck. |
| Approach: | They propose a meta-agent that combines static code analysis, developer interrogation, literature mining, and persona-driven adversarial test generation whose difficulty adapts via judge feedback. |
| Outcome: | The agent-testing agent (ATA) surfaces more diverse and severe failures than expert annotators while matching severity, and finishes in 20–30 minutes versus ten-annotator rounds that took days. |