AI usage is now a baseline expectation
Team,
团队
We are entering a time where more merchants and entrepreneurs could be created than any other in history. We often talk about bringing down the complexity curve to allow more people to choose this as a career. Each step along the entrepreneurial path is rife with decisions requiring skill, judgement and knowledge. Having AI alongside the journey and increasingly doing not just the consultation, but also doing the work for our merchants is a mindblowing step function change here.
我们正在进入一个可以创造比历史上任何时候都多的商家和企业家的时代。我们经常谈论降低复杂性曲线,让更多人选择它作为职业。创业道路上的每一步都充满了需要技能、判断和知识的决策。在旅程中让 AI 陪伴,不仅越来越多地提供咨询,而且还越来越多地为我们的商家做工作,这是一个令人兴奋的阶梯功能变化。
Our task here at Shopify is to make our software unquestionably the best canvas on which to develop the best businesses of the future. We do this by keeping everyone cutting edge and bringing all the best tools to bear so our merchants can be more successful than they themselves used to imagine. For that we need to be absolutely ahead.
我们在 Shopify 的任务是使我们的软件无疑成为开发未来最佳业务的最佳画布。我们通过让每个人都保持领先地位并带来所有最好的工具来做到这一点,以便我们的商家能够比他们自己想象的更成功。为此,我们需要绝对领先。
Reflexive AI usage is now a baseline expectation at Shopify
自省地使用AI现在是 Shopify 的基准期望
Maybe you are already there and find this memo puzzling. In that case you already use AI as a thought partner, deep researcher, critic, tutor, or pair programmer. I use it all the time, but even I feel I'm only scratching the surface. It's the most rapid shift to how work is done that I've seen in my career and I've been pretty clear about my enthusiasm for it: you've heard me talk about AI in weekly videos, podcasts, town halls, and… Summit! Last summer I used agents to create my talk, and presented about that. I did this as a call to action and invitation for everyone to tinker with AI, to dispel any scepticism or confusion that this matters at all levels. Many of you took up the call, and all of us who did have been in absolute awe of the new capabilities and tools that AI can deliver to augment our skills, crafts, and fill in our gaps.
也许你已经在那里,发现这个备忘录令人费解。在这种情况下,您已经将 AI 用作思想伙伴、深度研究人员、评论家、导师或结对程序员。我一直在使用它,但即使我觉得我只是触及了表面。这是我在职业生涯中见过的向工作方式转变最快的一次,而且我非常清楚我对它的热情:你已经听过我在每周的视频、播客、市政厅和...... 峰会! 去年夏天,我使用代理来创建我的演讲 ,并对此进行了介绍。我这样做是为了号召大家采取行动,并邀请大家修改 AI,以消除对这在各个层面都很重要的任何怀疑或困惑。你们中的许多人都接受了这个电话,我们所有这样做的人都对 AI 可以提供的新功能和工具感到非常敬畏,这些新功能和工具可以增强我们的技能、手艺并填补我们的空白。
What we have learned so far is that using AI well is a skill that needs to be carefully learned by… using it a lot. It's just too unlike everything else. The call to tinker with it was the right one, but it was too much of a suggestion. This is what I want to change here today. We also learned that, as opposed to most tools, AI acts as a multiplier. We are all lucky to work with some amazing colleagues, the kind who contribute 10X of what was previously thought possible. It's my favorite thing about this company. And what's even more amazing is that, for the first time, we see the tools become 10X themselves. I've seen many of these people approach implausible tasks, ones we wouldn't even have chosen to tackle before, with reflexive and brilliant usage of AI to get 100X the work done.
到目前为止,我们学到的是,很好地使用 AI 是一项需要仔细学习的技能......经常使用它。它与其他一切都太不同了。对它进行修改的呼吁是正确的,但这个建议太过分了。这就是我今天想在这里改变的。我们还了解到,与大多数工具相反,AI 的作用是倍增器。我们都很幸运能与一些了不起的同事一起工作,他们的贡献是以前认为可能的 10 倍。这是我最喜欢这家公司的地方。更令人惊奇的是,我们第一次看到这些工具本身变成了 10 倍。我见过这些人中的许多人处理难以置信的任务,这些任务我们以前甚至不会选择处理,他们反射性地出色地使用 AI 来完成 100 倍的工作。
In my On Leadership memo years ago, I described Shopify as a red queen race based on the Alice in Wonderland story—you have to keep running just to stay still. In a company growing 20-40% year over year, you must improve by at least that every year just to re-qualify. This goes for me as well as everyone else.
几年前,在我的 On Leadership 备忘录中,我将 Shopify 描述为基于 《爱丽丝梦游仙境》故事的红皇后赛——你必须继续奔跑才能保持静止。在一家年增长率 20-40% 的公司中,你必须每年至少提高一个水平才能重新获得资格。这适用于我和其他人。
This sounds daunting, but given the nature of the tools, this doesn't even sound terribly ambitious to me anymore. It's also exactly the kind of environment that our top performers tell us they want. Learning together, surrounded by people who also are on their own journey of personal growth and working on worthwhile, meaningful, and hard problems is precisely the environment Shopify was created to provide. This represents both an opportunity and a requirement, deeply connected to our core values of Be a Constant Learner and Thrive on Change. These aren't just aspirational phrases—they're fundamental expectations that come with being a part of this world-class team. This is what we founders wanted, and this is what we built.
这听起来令人生畏,但考虑到工具的性质,这对我来说甚至不再听起来非常雄心勃勃。这也正是我们的顶级表现者告诉我们他们想要的环境。一起学习,周围都是同样处于个人成长旅程中并致力于解决有价值、有意义和困难的问题的人,这正是 Shopify 创建时要提供的环境。这既代表着机会,也代表着要求,与我们的核心价值观" 成为不断的学习者 "和 "在变化中茁壮成长 "密切相关 。这些不仅仅是雄心勃勃的短语,它们是成为这个世界级团队的一员所带来的基本期望。这就是我们创始人想要的,也是我们建立的。
What This Means
这意味着什么
Using AI effectively is now a fundamental expectation of everyone at Shopify. It's a tool of all trades today, and will only grow in importance. Frankly, I don't think it's feasible to opt out of learning the skill of applying AI in your craft; you are welcome to try, but I want to be honest I cannot see this working out today, and definitely not tomorrow. Stagnation is almost certain, and stagnation is slow-motion failure. If you're not climbing, you're sliding.
有效使用 AI 现在是 Shopify 每个人的基本期望。它是当今各行各业的工具,而且其重要性只会越来越大。坦率地说,我认为选择不学习将 AI 应用于您的手艺的技能是不可行的;欢迎您尝试,但我想说实话,我今天看不到这行得通,明天绝对不会。停滞几乎是肯定的,而停滞是慢动作失败。如果你不攀登,你就在滑行。
AI must be part of your GSD Prototype phase. The prototype phase of any GSD project should be dominated by AI exploration. Prototypes are meant for learning and creating information. AI dramatically accelerates this process. You can learn to produce something that other team mates can look at, use, and reason about in a fraction of the time it used to take.
AI 必须是 GSD 原型阶段的一部分。任何 GSD 项目的原型阶段都应该以 AI 探索为主。原型用于学习和创建信息。AI 极大地加速了这一过程。您可以学习制作其他团队成员可以查看、使用和推理的东西,而所需时间只是过去的一小部分。
We will add AI usage questions to our performance and peer review questionnaire. Learning to use AI well is an unobvious skill. My sense is that a lot of people give up after writing a prompt and not getting the ideal thing back immediately. Learning to prompt and load context is important, and getting peers to provide feedback on how this is going will be valuable.
我们将在我们的绩效和同行评审问卷中添加 AI 使用问题。学习很好地使用 AI 是一项不明显的技能。我的感觉是,很多人在写了提示后就放弃了,但没有立即得到理想的结果。学习提示和加载上下文很重要,让同行提供有关进展情况的反馈将很有价值。
Learning is self directed, but share what you learned. You have access to as much of the cutting edge AI tools as possible.There is chat.shopify.io, which we had for years now. Developers have proxy, Copilot, Cursor, Claude code, all pre-tooled and ready to go. We'll learn and adapt together as a team. We'll be sharing Ws (and Ls!) with each other as we experiment with new AI capabilities, and we'll dedicate time to AI integration in our monthly business reviews and product development cycles. Slack and Vault have lots of places where people share prompts that they developed, like #revenue-ai-use-cases and #ai-centaurs.
学习是自我指导的,但要分享您学到的知识。您可以访问尽可能多的尖端 AI 工具。有 chat.shopify.io,我们已经拥有多年了。开发人员有代理、Copilot、Cursor、Claude 代码,所有这些都是预先准备好的,随时可用。我们将作为一个团队一起学习和适应。在试验新的 AI 功能时,我们将相互分享 W(和 L),并将在每月的业务审查和产品开发周期中投入时间进行 AI 集成。Slack 和 Vault 有很多地方供人们分享他们开发的提示,例如 #revenue-ai-use-cases 和 #ai-centaurs。
Before asking for more Headcount and resources, teams must demonstrate why they cannot get what they want done using AI. What would this area look like if autonomous AI agents were already part of the team? This question can lead to really fun discussions and projects.
在要求更多的员工人数和资源之前,团队必须证明为什么他们无法使用 AI 完成他们想要的工作。如果自主 AI 代理已经是团队的一部分,这个领域会是什么样子?这个问题可以引发非常有趣的讨论和项目。
Everyone means everyone. This applies to all of us—including me and the executive team.
每个人都意味着每个人。这适用于我们所有人,包括我和执行团队。
The Path Forward
前进之路
AI will totally change Shopify, our work, and the rest of our lives. We're all in on this! I couldn't think of a better place to be part of this truly unprecedented change than being here. You don't just get a front-row seat, but are surrounded by a whole company learning and pushing things forward together.
AI 将彻底改变 Shopify、我们的工作和我们的余生。我们全力以赴!我想不出比这里更适合参与这一真正前所未有的变化的地方了。你不仅可以坐在前排座位上,还可以被整个公司包围,一起学习和推动事情向前发展。
Our job is to figure out what entrepreneurship looks like in a world where AI is universally available. And I intend for us to do the best possible job of that, and to do that I need everyone's help. I already laid out a lot of the AI projects in the themes this year- our roadmap is clear, and our product will better match our mission. What we need to succeed is our collective sum total skill and ambition at applying our craft, multiplied by AI, for the benefit of our merchants.
我们的工作是弄清楚在人工智能普遍可用的世界中,创业是什么样的。我打算让我们在这方面做得最好,要做到这一点,我需要大家的帮助。我已经在今年的主题中列出了很多人工智能项目——我们的路线图很明确,我们的产品将更符合我们的使命。我们要成功,需要的是我们的集体总技能和雄心壮志,将我们的技能与人工智能相乘,以造福我们的商家。
-tobi
CEO Shopify
-托比
首席执行官 Shopify