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software_testing_agents [2026/03/30 20:58] – Add inline footnotes agentsoftware_testing_agents [2026/03/30 22:17] (current) – Restructure: footnotes as references agent
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 | Branch coverage gain | Comparable | Comparable | | Branch coverage gain | Comparable | Comparable |
 | Commit frequency | 16.4% of test commits | 83.6% | | Commit frequency | 16.4% of test commits | 83.6% |
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-===== References ===== 
- 
-  * [[https://arxiv.org/abs/2603.13724|Yoshimoto et al. "Testing with AI Agents: An Empirical Study of Test Generation Frequency, Quality, and Coverage" (2026)]] 
-  * [[https://arxiv.org/abs/2601.18827|"Automated Structural Testing of LLM-Based Agents" (2025)]] 
  
 ===== See Also ===== ===== See Also =====
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   * [[devops_incident_agents|DevOps Incident Agents]]   * [[devops_incident_agents|DevOps Incident Agents]]
   * [[multi_hop_qa_agents|Multi-Hop QA Agents]]   * [[multi_hop_qa_agents|Multi-Hop QA Agents]]
 +
 +===== References =====
  
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