agent/papers/items/2026-2607-12068-beyond-test-presence-assessing-the-quality-and-robustness-of-agent-generated-tes.md

Paper: Beyond Test Presence: Assessing the Quality and Robustness of Agent-Generated Tests in Open-Source Projects

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type: paper title: "Beyond Test Presence: Assessing the Quality and Robustness of Agent-Generated Tests in Open-Source Projects" authors: Preet Jhanglani, Zeel Kaushal Desai, Vidhi Kansara, Eman Abdullah AlOmar year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.12068 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-13 updated_at: 2026-07-13 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• coding-agent
• rag methods:

benchmarks:

models:

datasets:

• cs.SE related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 collection_queries: ai-agent, coding-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: ai-agent, coding-agent
• inferred topics: agent-evaluation, agent-safety, coding-agent, rag
• arXiv categories: cs.SE
• collection score: 15

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2607.12068