Making Sense of AI Agents Hype: Adoption, Architectures, and Takeaways from Practitioners
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arXiv
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| Format: | Preprint |
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2026
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| _version_ | 1866911558631686144 |
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| author | Su, Ruoyu Esposito, Matteo Capuano, Roberta Omar, Rafiullah Sallou, June Muccini, Henry Taibi, Davide |
| author_facet | Su, Ruoyu Esposito, Matteo Capuano, Roberta Omar, Rafiullah Sallou, June Muccini, Henry Taibi, Davide |
| contents | To support practitioners in understanding how agentic systems are designed in real-world industrial practice, we present a review of practitioner conference talks on AI agents. We analyzed 138 recorded talks to examine how companies adopt agent-based architectures (Objective 1), identify recurring architectural strategies and patterns (Objective 2), and analyze application domains and technologies used to implement and operate LLM-driven agentic systems (Objective 3). |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2604_00189 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Making Sense of AI Agents Hype: Adoption, Architectures, and Takeaways from Practitioners Su, Ruoyu Esposito, Matteo Capuano, Roberta Omar, Rafiullah Sallou, June Muccini, Henry Taibi, Davide Software Engineering Artificial Intelligence Networking and Internet Architecture To support practitioners in understanding how agentic systems are designed in real-world industrial practice, we present a review of practitioner conference talks on AI agents. We analyzed 138 recorded talks to examine how companies adopt agent-based architectures (Objective 1), identify recurring architectural strategies and patterns (Objective 2), and analyze application domains and technologies used to implement and operate LLM-driven agentic systems (Objective 3). |
| title | Making Sense of AI Agents Hype: Adoption, Architectures, and Takeaways from Practitioners |
| topic | Software Engineering Artificial Intelligence Networking and Internet Architecture |
| url | https://arxiv.org/abs/2604.00189 |