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Agents vs Workflows: Why Not Both? — Sam Bhagwat, Mastra.ai
AI Engineer· 2025-08-01 16:00
[Music] Okay. Agents or workflows. Why not both.Uh, thank you, Alex, for the nice intro. Um, uh, like like he said, I used to be the founder of co-founder of Gatsby. Um, I wrote a book called Principles of AI agents, which is floating around.Hopefully many of you have gotten a copy. We we have more around the conference. Uh there was a big debate uh a couple of months ago which the term on Twitter people may have noticed um which I just referenced.Um and I think like this is a big reason why I'm h why we're ...
How to build Enterprise Aware Agents - Chau Tran, Glean
AI Engineer· 2025-07-24 09:22
[Music] Thanks Alex for the introduction. That was a very impressive LLM generated summary of me. Uh I've never heard it before but uh nice.Um so um today I'm going to talk to you about something that has been keeping me up at night. Uh probably some of you too. So how to build enterprise aware agents.How to bring the brilliance of AI into the messy complex realities of uh how your business operated. So let's jump straight to the hottest question of the month for AI builders. Uh should I build workflows or ...
OpenAI“Agent万能论”遭打脸!LangChain创始人:Deep Search恰恰证明Workflows不可取代
AI前线· 2025-04-25 13:48
当前,AI 领域呈现出一种近乎"追星式"的热情氛围,每当有新的东西发布,便迅速引发广泛关注与高度评价,仿佛技术变革即将一触即发。同时大 家情绪也波动剧烈,从"危机论"到"爆发论"频繁切换。OpenAI 最近出的《A Practical guide to building AI agents》的指南,就是他们最近捧上天 的"神作"。它直接被捧成了"圣经",一时间风头无两。 整理 | Tina 这份 34 页的指南被誉为"市面上最优秀的资源",旨在为产品和工程团队提供构建 AI 智能体的实用方法,涵盖了 Agent 的定义、识别 Agent 应用 场景、设计框架、逻辑和编排模式等关键方面。 不过,以冷静理性著称的 LangChain 创始人 Harrison Chase 对 OpenAI 的这份指南中提出的一些核心观点表达了强烈异议,甚至表示该指南一 开始就让人感到"恼火"。他公开批评这份指南"具有误导性",并罕见地进行了逐字逐句的分析。 他认为,OpenAI 在定义 Agent 时采取了一种过于僵硬的"二元对立"方法。实际上,目前大多数"Agentic 系统"都是 Workflows 和 Agents 的有机 ...