AI工具付费用户行为与决策研究
40岁男性,白人,Platform Engineer,$100,000 - $149,999。 使用:ChatGPT, Claude, Gemini, Copilot。 付费:$20-$400/月。 特征:考虑取消,免费版够用。 "That's a solid amount of time in the space! So you're genuinely interested in the distributed system..."
Participant: Ivan
受访者: Ivan
Gender: Man
性别: 男
Age: 40
年龄: 40岁
Location: Richmond, Virginia, United States
居住地: 美国弗吉尼亚州里士满
Household Income: $100,000 - $149,999
家庭收入: $100,000 - $149,999
Level of Education: Some college
教育程度: 部分大学教育
Ethnicity: White
种族: 白人
Occupation: Platform Engineer
职业: 平台工程师
Industry: Computer Software / SaaS
行业: 计算机软件 / SaaS
Children: No children
子女情况: 无子女
00:01-00:26 - Researcher: Hey there! I'm Trooly, and I'm really excited to chat with you today. This interview will take about 60 minutes, and we'll be exploring your experiences and thoughts around AI tools and services. There are no right or wrong answers—I'm just genuinely curious to hear your story. Before we get started, could you please give me a brief self-introduction? I'd love to get to know you a bit better. For example, you could tell me your age, occupation, and hobbies—or anything else you think would help me understand you better. - 嘿,你好!我是 Trooly,很高兴今天能和你聊天。 这次访谈大约持续 60 分钟,我们将探讨你在 AI 工具和服务方面的经验和想法。答案没有对错之分——我只是纯粹想听听你的故事。 在开始之前,你能简单做个自我介绍吗?我想多了解你一点。比如,你可以告诉我你的年龄、职业和爱好,或者任何你认为能帮我更好了解你的信息。
00:28-00:55 - Ivan: Okay. Hi. Um, my name is Ivan. I am forty years old. I'm Platform engineer in, uh, midsize decentralized web startup. And things I like, outside work. It's listen to podcasts read some books, take walk. - 好的。你好。嗯,我叫 Ivan。我四十岁了。我在一家中型去中心化网络初创公司担任平台工程师。工作之外我喜欢的事情,是听播客、读一些书、散步。
00:57-01:12 - Researcher: Nice to meet you, Ivan! Thanks for sharing that. So you're a Platform engineer in the decentralized web space—that sounds interesting. And I'm curious, when you say you like to listen to podcasts and read books, what kind of topics are you usually drawn to? Are they work-related or more for personal interest? - 很高兴认识你,Ivan!谢谢分享。 所以你是去中心化网络领域的平台工程师——听起来很有趣。我很好奇,当你说你喜欢听播客和看书时,通常会被什么样的题材吸引?是和工作相关的,还是更多出于个人兴趣?
01:22-01:34 - Ivan: There are different topics from my job related, like technical stuff and AI stuff. And so on to, like, some history podcasts, some culinary podcasts, different - 有不同的主题,有和工作相关的,比如技术类和 AI 类的。也有一些历史播客,一些烹饪播客,各种各样的。
01:39-02:07 - Researcher: That's a nice mix! I love that range—from technical AI stuff all the way to culinary podcasts. Now let me give you a bit more context about our conversation today. We're going to explore how you use AI tools and your experiences with them. Again, there's no right or wrong answer—I just want to hear your honest thoughts and stories. Let me start by learning more about your work. Could you walk me through what your day-to-day looks like as a Platform engineer? What are your main responsibilities, and what does a typical workday look like for you? - 这是一个很棒的组合!我喜欢这个跨度——从技术性的 AI 内容到烹饪播客。 现在让我为你介绍一下我们今天对话的更多背景。我们将探讨你如何使用 AI 工具以及你的使用体验。再次强调,没有标准答案——我只想听听你的真实想法和经历。 让我们先从了解你的工作开始。你能向我介绍一下作为平台工程师,你的日常生活是什么样的吗?你的主要职责是什么,典型的工作日是怎样的?
02:18-02:44 - Ivan: So as a Platform engineer, I mainly work with infrastructure, with automation stuff, with automation deployments, with maintenance with like, observability if there are any issues And, usually, I start my day with digging in logs and check alerts and so on. - 作为一名平台工程师,我主要处理基础设施、自动化相关的工作、自动化部署、维护、以及可观测性(如果有任何问题的话)。通常,我的一天从钻研日志和检查警报之类的事情开始。
02:45-03:03 - Researcher: Got it, so you're dealing with infrastructure, automation, deployments, and troubleshooting. Sounds like monitoring and keeping things running smoothly is a big part of it. When you say you "dig in logs and check alerts" to start your day—can you walk me through a specific recent morning? Like, what kind of issues do you typically find, and what happens next? - 明白了,所以你负责基础设施、自动化、部署和故障排除。听起来监控和保持系统平稳运行是很大一部分工作。 当你说你通过“钻研日志和检查警报”开始一天的工作时——你能带我回顾一下最近一个具体的早晨吗?比如,你通常会发现什么样的问题,接下来会发生什么?
03:20-03:28 - Ivan: Fortunately, today morning was smooth without any incidents. But, typically, I see something like resources overcommitment or some CPU workload throttling and so on. - 幸运的是,今天早上很顺利,没有任何突发事件。但通常情况下,我会看到类似资源超额分配或某些 CPU 工作负载节流之类的情况。
03:29-03:40 - Researcher: Nice that today was smooth! So when you do hit those issues—like resource overcommitment or CPU throttling—what's your typical process for resolving them? Do you handle it solo, or do you work with other team members? - 今天很顺利真是太好了!当你确实遇到这些问题时——比如资源超额分配或 CPU 节流——你解决问题的典型流程是什么?你是独自处理,还是与其他团队成员合作?
03:43-03:55 - Ivan: Well, usually, I'm handled solo, and I have a lot of experience with that. And I usually I know what I should do to fix it. - 嗯,通常是我独自处理,我在这方面有很多经验。而且我通常知道我该做什么来修复它。
03:56-04:13 - Researcher: That makes sense—you've built up that expertise over time. Now, shifting gears a bit: if you don't mind sharing, what are your main sources of income? Is it primarily your Platform salary, or do you have other income streams as well? And if you're comfortable, what's the rough monthly range for each? Totally fine if you'd rather not say. - 这很有道理——随着时间的推移,你已经积累了专业知识。 现在,换个话题:如果你不介意分享的话,你的主要收入来源是什么?主要是你的平台工程师工资吗,还是还有其他收入来源?如果你觉得方便,每个来源的大致月收入范围是多少?如果你不想说也没关系。
04:16-04:29 - Ivan: Well, my main source of income is my job. As Platform engineer and I prefer not to discuss numbers. - 嗯,我的主要收入来源是我的工作。作为平台工程师,我更倾向于不讨论具体的数字。
04:34-04:43 - Researcher: Totally understand, no problem at all! Next question: Do you run or manage any personal or company social media accounts? Like on Twitter, LinkedIn, YouTube, or any other platforms? - 完全理解,没问题! 下一个问题:你是否运行或管理任何个人或公司的社交媒体账号?比如在 Twitter、LinkedIn、YouTube 或任何其他平台上?
05:00-05:08 - Ivan: Yes. I have my personal accounts in Twitter and Instagram, but I'm not working a lot on them. It's just typical personal accounts. And I don't run any company accounts right now. - 有的。我有 Twitter 和 Instagram 的个人账号,但我没在上面花太多精力。就是很典型的个人账号。目前我没有运行任何公司账号。
05:10-05:21 - Researcher: Got it, so just personal accounts that you're not actively building or managing as content creators. Since those are just typical personal accounts, I'm guessing you're not monetizing them or anything like that—is that right? - 明白,只是你没有作为内容创作者去积极打造或管理的普通个人账号。 既然这些只是典型的个人账号,我猜你没有把它们变现或者做类似的事情——对吗?
05:22-05:23 - Ivan: Yes. Alright. - 是的。没错。
05:25-05:45 - Researcher: Perfect, that's helpful to know. So now I have a better picture of who you are—Platform engineer in decentralized web, listening to podcasts from tech to history to cooking, and using social media casually. Let me dig a bit deeper into your work life. You mentioned you work at a midsize decentralized web startup. What drew you to the decentralized web space specifically? And how long have you been working in this industry? - 太好了,这很有参考价值。 现在我对你的形象有了更清晰的认识——去中心化网络领域的平台工程师,听从技术到历史再到烹饪的播客,并随性地使用社交媒体。 让我更深入地了解一下你的工作生活。你提到你在一家中型去中心化网络初创公司工作。是什么吸引你进入去中心化网络领域的?你在这个行业工作多久了?
06:08-06:10 - Ivan: Well, I like stuff like decentralized web and distributed systems. And I believe that it's some kind of future of Internet, of finances, and so on. And I personally work in that domain about five to six years, I believe. - 嗯,我喜欢去中心化网络和分布式系统这类东西。我相信这是互联网、金融等领域的某种未来。我个人在这个领域工作了大概五到六年,我觉得。
06:12-06:29 - Researcher: That's a solid amount of time in the space! So you're genuinely interested in the distributed systems and freedom aspects of it. When you say you believe it's the future of the internet and finances—was there a specific moment or experience that made you think "this is what I want to work on," or did it develop more gradually over time? - 在这个领域呆的时间挺长的!所以你对分布式系统和其中的自由特质有着真诚的兴趣。 当你说你相信这是互联网和金融的未来时——是否有一个特定的时刻或经历让你觉得“这就是我想做的”,还是说是随着时间的推移逐渐形成的看法?
06:46-06:48 - Ivan: Well, I'm not sure that it's at that point where I can say something like that. But I truly believe that we not far from that. - 嗯,我不确定目前的进展是否已经到了能让我笃定说出这种话的程度。但我坚信我们离那一刻不远了。
06:50-07:06 - Researcher: Fair enough—it's more of a conviction that's built over time rather than one "aha" moment. Let me shift to your daily routine outside of work. You mentioned you like taking walks, listening to podcasts, and reading. How do you typically structure your day? Like, when do you fit in these activities—morning, evening, weekends? - 明白了——这更像是一种随时间积累的信念,而不是某个单一的“顿悟”时刻。 让我转向你工作之外的日常生活。你提到你喜欢散步、听播客和阅读。你通常如何安排你的一天?比如,你什么时候安排这些活动——早晨、傍晚还是周末?
07:26-07:28 - Ivan: Well, usually, my day, belongs to my job. Like, from probably eight AM to five PM. And after that, I do my personal stuff. - 嗯,通常我的一天都属于我的工作。比如,大概从早上八点到下午五点。在那之后,我处理我的私事。
07:30-07:44 - Researcher: So work takes up the core of your day, and then evenings are yours for personal time. When you're doing that personal stuff in the evenings—listening to podcasts, reading, walking—are you usually doing these alone, or do you have family or friends you spend time with too? - 所以工作占据了你一天的核心时间,然后晚上是你自己的私人时间。 当你在晚上做那些私事时——听播客、阅读、散步——你通常是独自一人,还是也有家人或朋友陪你一起?
07:45-07:49 - Ivan: Well, I usually do it alone. - 嗯,我通常是一个人。
07:53-08:13 - Researcher: Thanks for sharing that. Sounds like you have a pretty structured routine with work dominating the day and solo time in the evenings. Now let's shift to talking about AI—which is really what I want to explore with you today. What are the AI apps or web tools that you use most often in your life? Just give me a quick overview of what you're using and how the experience has been for you. - 谢谢分享。听起来你有一个非常规律的日常生活,白天被工作主导,晚上是属于自己的独处时间。 现在让我们转向讨论 AI——这正是我今天想要和你深入探讨的。 在你生活中最常使用的 AI 应用或网页工具有哪些?请简单概括一下你正在使用的工具以及你的使用体验。
08:13-08:39 - Ivan: I'm using a lot of AI, uh, tools and stuff. From, like, a common, like, a ChatGPT or Gemini and more like, specific to my job like, Claude, Cursor, AMP, Gemini CLI, and so on. - 我在用很多 AI 工具。从通用的,比如 ChatGPT 或 Gemini,到更多与我工作相关的,比如 Claude、Cursor、AMP、Gemini CLI 等等。
08:41-09:04 - Researcher: Nice, so you've got a mix of general tools like ChatGPT and Gemini, plus more job-specific ones like Claude, possibly GitHub Copilot or similar coding assistants, and Gemini CLI. Before we go deeper, let me ask the key question: Which of these AI tools are you actually paying for right now? Please tell me each one you're paying for, what the payment model is (like monthly subscription, annual, pay-per-use), and how much you're spending on each. - 很好,你混合使用了像 ChatGPT 和 Gemini 这样的通用工具,再加上一些专门针对工作的工具,比如 Claude,可能还有 GitHub Copilot 或类似的编程助手,以及 Gemini CLI。 在我们深入探讨之前,让我问一个关键问题:目前这些 AI 工具中,你实际上付费使用的是哪些?请告诉我你付费的每一个工具,付费模式是什么(如月度订阅、年度订阅、按量付费),以及你在每个工具上花费了多少钱。
09:10-10:00 - Ivan: Uh, right now, I'm paying for ChatGPT. I believe it's about twenty dollars per month. Claude, I'm paying for tokens usage. I don't I I can't tell you, like, number about a bit I believe fifty dollars per month or something like that. And I'm using AMP It's another coding tool And there, I am paying, uh, for tokens to it depends, like, how much I'm using tools One session cost me about ten dollars, I believe. - 呃,目前,我正在为 ChatGPT 付费。我记得大概是每个月二十美元。Claude,我是按 token 使用量付费的。我没法告诉你具体的数字,但大概我估计是每个月五十美元左右。此外我还在用 AMP,这是另一个编程工具,也是按 token 付费,这取决于我用了多少——大概一个会话要花我十美元,我想。
10:03-10:19 - Researcher: Okay, great. So you've got: - ChatGPT at about $20month (subscription) - Claude on a tokenusage basis, roughly $50month - AMP (coding tool) also token-based, around $10 per session When you say "one session" for AMP costs about $10—how often are you typically using it? Like, is that daily, a few times a week, or less frequent? - 好的,明白了。所以你有: - ChatGPT,每月约 $20(订阅制) - Claude,按 token 使用量,每月约 $50 - AMP(编程工具),也是按 token 付费,每个会话约 $10 当你说 AMP“一个会话”大约花费 $10 时——你通常多久使用一次?是每天使用,还是每周几次,或者频率更低?
10:28-10:36 - Ivan: I'm using it's every day. A few times per day, but it depends. - 我每天都在用。每天用几次,不过这要视情况而定。
10:39-10:54 - Researcher: Wait, so if one session is $10 and you're using it multiple times per day, every day—that would add up to way more than $50month, right? Help me understand how the costs work out. Are you saying your total AI spending across all tools is around that range, or am I misunderstanding the session pricing? - 等等,如果一个会话是 $10,而且你每天使用多次,每天都用——那每个月的费用会远超 $50,对吧?帮我理解一下成本是怎么算的。你是说你所有工具的总 AI 支出在这个范围内,还是我误解了会话的定价?
11:02-11:07 - Ivan: Could could you please repeat your question? - 你能请重复一下你的问题吗?
11:09-11:24 - Researcher: Sure! You said AMP costs about $10 per session, and you use it multiple times per day, every day. That would be a lot more than $50month just for AMP alone. So I'm trying to understand—what does your total monthly spending on AI tools actually look like when you add everything up? - 当然!你说 AMP 每个会话大约 $10,而且你每天都要用多次。那光是 AMP 项下的开销就远超每月 $50 了。 所以我试着弄明白——当你把所有这些加起来,你每月的 AI 工具总支出到底是多少?
11:28-11:30 - Ivan: I believe about four hundred. - 我想大约是四百美元。
11:32-11:37 - Researcher: About $400 per month total across all your AI tools—got it, that's helpful. So breaking - 所有 AI 工具加起来每个月大约 $400——明白了,这个信息很有用。 所以分解开来
11:44-11:46 - Ivan: A little bit less, I believe, more like two or three hundred. - 我想可能稍微少一点,可能更接近两三百美元。
11:52-11:57 - Researcher: Wait, so actually more like $200-$300 per month total? Just want to make sure I have the right number. - 等等,所以实际总成本更像是每月 $200-$300?只是想确认我拿到的数字是正确的。
11:57-11:57 - Ivan: Yes. - 是的。
12:00-12:20 - Researcher: Perfect, so around $200-$300month total across ChatGPT, Claude, and AMP. Now let me ask about different categories. You've mentioned coding tools like AMP and Claude. Besides those codingproductivity tools and ChatGPT as a chat assistant, do you pay for any: - Content generation tools (like image generators, video tools, writing assistants)? - Other types of AI tools I haven't asked about yet? - 太好了,所以 ChatGPT、Claude 和 AMP 加起来一共大约 $200-$300/月。 现在让我问问不同的类别。你提到了像 AMP 和 Claude 这样的编程工具。除了这些编程/生产力工具和作为聊天助手的 ChatGPT 之外,你是否为以下任何一项付费: - 内容生成工具(如图像生成器、视频工具、写作助手)? - 其他我还没问到的 AI 工具类型?
12:24-12:33 - Ivan: No. Right now, I'm not paying for, uh, any other tools except, um, coding tools. - 没有。目前,除了编程工具,我没有为任何其他工具付费。
12:35-12:51 - Researcher: Got it, so your AI spending is focused entirely on coding and development tools right now. Thinking about your recent purchases and subscriptions—has there been any AI app or product you bought recently that you felt particularly satisfied with? Something that really delivered value or exceeded your expectations? - 明白了,所以你现在的 AI 支出完全集中在编程和开发工具上。 回想一下你最近的购买和订阅——最近有没有哪款 AI 应用或产品让你感到特别满意?某些真正提供了价值或超出你预期的东西?
12:54-13:07 - Ivan: I like AMP a lot. It helps me with debugging and so on. I'm fairly okay with ChatGPT. - 我非常喜欢 AMP。它在调试等方面帮了我很大的忙。ChatGPT 也就还行吧。
13:09-13:21 - Researcher: You mentioned you really like AMP for debugging. Can you tell me more specifically what makes it so valuable to you? Like, walk me through a recent example where AMP really helped you solve something—what was the problem and how did - 你提到你非常喜欢用 AMP 进行调试。你能具体告诉我它对你来说为什么这么有价值吗?比如,带我回顾一个最近 AMP 真正帮你解决了问题的例子——当时问题是什么,它是怎么做到的?
13:31-13:56 - Ivan: Well, well, because I work a lot with Rust applications. They're often a nightmare. When we're talking about logs and so on. So I usually use AMP to debug these logs, and it helps me find the cause of problems more quickly. - 呃,因为我经常处理 Rust 应用程序。涉及到日志之类的时候,它们简直是噩梦。所以我通常使用 AMP 来调试这些日志,它能帮我更迅速地找到问题的起因。
13:58-14:14 - Researcher: Ah, that makes total sense—Rust debugging can be brutal with those logs. So AMP helps you parse through and pinpoint the root cause faster. When you say "more quickly," what does that actually mean in practice? Like, what used to take you an hour now takes 10 minutes, or are we talking about even bigger time savings? - 啊,这完全说得通——面对那些日志,Rust 调试确实很折磨人。所以 AMP 帮你解析并更快地定位根本原因。 当你说“更迅速”时,在实践中具体意味着什么?比如,以前要花一个小时现在只需要 10 分钟,还是说节省的时间比这更多?
14:49-15:02 - Ivan: Again, it depends But, usually, when I have, like, thousands lines of logs that I I before I read by myself, now I just give it to AI tool and just it it it it returns me, like, insights or, um, more plain explanation what's happened. - 同样,这要看情况。但通常,当我面对成千上万行日志,以前我得自己读,现在我直接把它交给 AI 工具,它就会返回给我一些洞察,或者对发生的事情给出更通俗的解释。
15:04-15:19 - Researcher: That's a huge shift—from manually reading thousands of lines to getting instant insights and plain explanations. On the flip side, has there been any AI app or product purchase recently that left you feeling disappointed or unsatisfied? Something where you felt like it didn't deliver or wasn't worth the money? - 这是一个巨大的转变——从手动阅读数千行内容到获得即时的洞察和通俗的解释。 另一方面,最近有没有哪款 AI 应用或产品让你感到失望或不满意?也就是你觉得它没达到效果或不值那个钱?
15:33-15:41 - Ivan: Actually, probably not because I'm usually I'm usually first try before pay for tool. So I'm not paying for something useless for me. - 实际上,可能没有。因为我通常会在付费购买工具前先试用。所以我不会为什么对我没用的东西买单。
15:44-15:57 - Researcher: That makes sense—you test things out first before committing money, so you avoid buying stuff that doesn't work for you. Now, thinking ahead: Over the next 6 months, do you expect your spending on AI tools to increase, stay about the same, or decrease? And why? - 这很有道理——你在投入金钱之前先进行测试,这样就避免了购买那些对你不起作用的东西。 现在,展望未来:在接下来的 6 个月里,你预计在 AI 工具上的支出会增加、基本持平还是减少?为什么?
16:16-16:23 - Ivan: Well, I'm I hope that, uh, it's the about the same but I'm afraid that it can increase because prices are increasing right now. A lot. - 嗯,我希望基本持平,但我担心可能会增加,因为现在的价格正在上涨。涨了很多。
16:25-16:41 - Researcher: Interesting—so you'd prefer to keep it stable, but you're worried prices are climbing and might push your costs up even if your usage stays the same. When you say prices are increasing a lot right now, are you seeing that across all your tools, or is it specific ones like Claude or AMP that are getting more expensive? - 有意思——所以你更倾向于保持稳定,但你担心价格在攀升,即使你的使用量保持不变,也可能会推高你的成本。 当你说现在的价格上涨了很多时,你是看到所有工具都在涨价,还是说像 Claude 或 AMP 这样特定的工具变得更贵了?
16:48-16:53 - Ivan: It's more about overall. A lot of, uh, things going pricier these days. From food to tools. - 更多是整体性的。这些日子很多东西都变贵了。从食物到工具都是。
16:55-17:11 - Researcher: Ah, so it's more about general inflation and everything getting more expensive, not just AI tools specifically. Given that concern about rising costs, if AI tool prices do go up significantly, would you cut back on usage, switch to cheaper alternatives, or just absorb the higher cost because the tools are essential for your work? - 啊,所以更多是关于通货膨胀和所有东西都在变贵,而不只是针对 AI 工具。 考虑到对成本上升的担忧,如果 AI 工具的价格确实大幅上涨,你会削减使用量、转向更便宜的替代品,还是因为这些工具对你的工作至关重要而选择承担更高的成本?
17:29-17:42 - Ivan: I'm not sure. Probably, I'll try to reduce I probably I should choose, uh, the tools that I really need and give up some that I don't use often enough - 我不确定。可能我会尝试减少。也许我应该挑选出我真正需要的工具,并放弃一些我不经常使用的。
17:43-17:58 - Researcher: That makes sense—prioritize the essentials and drop the ones you're not using as much. Let me ask: Do you know other people—colleagues, friends in your field—who are also paying for AI products or tools? And what's your take on the fact that more and more people are paying for AI now? - 有道理——优先考虑必不可少的,去掉那些没怎么用的。 让我问一下:你认识其他同样在为 AI 产品或工具付费的人吗——同事、同行中的朋友?对于越来越多的人正在为 AI 付费这一事实,你怎么看?
18:14-18:23 - Ivan: Yes. Probably all my coworkers and many of my significant others and so on, use AI tools right now and they pay for some of them. And I think it's okay. - 认识。可能我所有的同事,还有我的很多亲近的人等等,现在都在使用 AI 工具,并为其中一些付费。我觉得这很正常。
18:25-18:39 - Researcher: You said you think it's okay that people are paying for AI tools now. Can you say more about that? Like, overall, how do you view the idea of paying for AI tools in general—does it feel like a no-brainer investment, or is it something you think people should be more careful about? - 你说你觉得人们现在为 AI 工具付费是正常的。你能多说一点吗?比如,总的来说,你如何看待为 AI 工具付费这个概念——它听起来像是不假思索的投资,还是你认为人们应该更加谨慎对待的事情?
18:48-18:52 - Ivan: I think people should be more careful about, but maybe it's my info bubble, but AI tools, it's necessary right now. - 我认为人们应该更谨慎一些,但也许是因为我处于信息茧房中,不过目前 AI 工具确实是必需品。
18:57-19:19 - Researcher: Interesting tension there—you think people should be more careful, but at the same time, AI tools feel necessary now, at least in your world. Alright, let's dive deep into the specific tools you're using for work. Starting with the AI products you use regularly to help with your job—coding, debugging, automation, research, whatever it is—can you list out all the ones you use? We're talking work and productivity here, not entertainment stuff. - 这里有一种有趣的冲突——你认为人们应该更谨慎,但与此同时,AI 工具现在感觉又是必需的,至少在你所处的环境里是这样。 好了,让我们深入探讨一下你工作中使用的具体工具。从你工作中经常用来提供帮助的 AI 产品开始——编程、调试、自动化、研究,不管是什么——你能列出你使用的所有工具吗?我们这里谈论的是工作和生产力,不是娱乐方面的。
19:25-19:31 - Ivan: As I said before, my main tools are ChatGPT, AMP, and, uh, Claude Code. And sometimes, uh, Gemini CLI. - 就像我之前说的,我的主要工具是 ChatGPT、AMP 和 Claude Code。有时也会用 Gemini CLI。
19:33-19:44 - Researcher: Got it—ChatGPT, AMP, Claude (for code), and sometimes Gemini CLI. You've already told me you're paying for ChatGPT, AMP, and Claude. What about Gemini CLI—are you paying for that one, or is it free for you? - 明白了——ChatGPT、AMP、Claude(用于代码),有时还有 Gemini CLI。 你已经告诉过我你在为 ChatGPT、AMP 和 Claude 付费。那 Gemini CLI 呢——你是为它付费了,还是它对你来说是免费的?
19:47-19:49 - Ivan: I'm using free tier. - 我用的是免费版。
19:51-20:00 - Researcher: Perfect. So Gemini CLI is the one tool you use frequently but don't pay for. Let me start there. Have you ever paid for Gemini CLI in the past, or has it always been free for you? - 太好了。所以 Gemini CLI 是你经常使用但没有付费的唯一工具。 让我从这里开始。你过去曾为 Gemini CLI 付费过吗,还是它一直对你免费?
20:04-20:06 - Ivan: No. I never paid for that. - 没有。我从未为此付过费。
20:08-20:15 - Researcher: Okay, so you've never paid for Gemini CLI. Why is that? What's kept you from paying for it when you're willing to spend on the other tools? - 好的,所以你从未为 Gemini CLI 付费。 为什么呢?当你愿意在其他工具上花钱时,是什么让你没有为它付费?
20:17-20:22 - Ivan: Because it has, uh, good enough, uh, free tier. - 因为它的免费版已经足够好用了。
20:24-20:33 - Researcher: So the free tier gives you what you need—it's "good enough" for how you're using it. What are you actually using Gemini CLI for? Like, what kinds of tasks do you throw at it? - 所以免费版满足了你的需求——对于你的用途来说它“足够好”了。 你实际上用 Gemini CLI 做什么?比如,你通常把什么样的工作交给它?
20:35-20:44 - Ivan: For the same tasks, debugging, boilerplates, some templates, manifests, and so on. - 同样的任务:调试、写样板代码、写一些模板、清单(manifests)等等。
20:47-21:01 - Researcher: So it's doing similar work to your other coding tools—debugging, generating boilerplate, templates, manifests. If it's doing the same kinds of tasks, why use Gemini CLI at all when you're already paying for AMP and Claude? What does it give you that the others don't? - 所以它做的工作和你其他的编程工具类似——调试、生成样板代码、模板、清单。 如果它处理的任务类型是一样的,既然你已经为 AMP 和 Claude 付费了,为什么还要用 Gemini CLI 呢?它能提供其他工具给不了的东西吗?
21:16-21:18 - Ivan: Just because it's another LLM model and I'm usually interested in like, seeing what it can do - 只是因为它是另一个 LLM 模型,我通常有兴趣看看它能做些什么。
21:21-21:38 - Researcher: Ah, so it's more about curiosity and comparing what different models can do—kind of experimenting with alternatives. Thinking about the future, how likely are you to actually pay for Gemini CLI down the road? Give me a score from 0 to 10, where 0 is "absolutely not happening" and 10 is "definitely will pay." And tell me why you picked that number. - 啊,所以更多是出于好奇心,想比较不同模型能做什么——某种程度上是在尝试替代方案。 展望未来,你在以后为 Gemini CLI 付费的可能性有多大?请给我一个 0 到 10 的评分,0 代表“绝无可能”,10 代表“绝对会付”。并告诉我你选择这个数字的原因。
21:43-21:59 - Ivan: I think it will be seven And why? I'm not sure why. Probably, it will be better with time. Maybe some tools obsolete with time. - 我想会是 7 分。至于为什么?我不确定。可能随着时间的推移它会变得更好。也许有些工具会随着时间的推移而过时。
22:01-22:20 - Researcher: So a 7—pretty high likelihood. You're thinking Gemini might improve over time, and maybe some of your current tools could become obsolete or less useful, so you'd switch over. What would Gemini CLI need to do or offer for you to actually pull the trigger and start paying for it? Like, what specific improvements or features would make you say "okay, now it's worth my money"? - 所以是 7 分——可能性挺高。你认为 Gemini 可能会随着时间而改进,而你目前使用的一些工具可能会变得过时或不再那么好用,所以你会切换过去。 Gemini CLI 需要做些什么或提供什么,你才会真正开始为它付费?比如,哪些具体的改进或功能会让你觉得“好吧,现在它值得我花钱了”?
22:33-22:36 - Ivan: Maybe it should be more tool oriented, more autonomous something like that. - 也许它应该更加以工具为导向,更加自主,类似那样的。
22:39-22:51 - Researcher: More tool-oriented and autonomous—so you're looking for it to handle more complex workflows on its own, not just respond to prompts. What's the most you'd be willing to pay per month for Gemini CLI if it had those capabilities? Give me a ballpark number. - 更加以工具为导向且具有自主性——所以你希望它能独立处理更复杂的工作流程,而不只是响应提示词。 如果 Gemini CLI 具备了这些能力,你每月最高愿意支付多少钱?给我一个大概的数字。
23:02-23:03 - Ivan: I don't know maybe around fifty dollars - 我不知道,大概五十美元左右。
23:06-23:19 - Researcher: Around $50month if it became more autonomous and tool-oriented—that's in line with what you're paying for Claude now. Let me dig into your experience with it. What do you find most satisfying about Gemini CLI, and what frustrates you the most about it? Tell me both sides. - 如果它变得更自主且更具工具导向,每月大约 $50——这和你目前为 Claude 支付的费用相当。 让我深入了解一下你的使用体验。你觉得 Gemini CLI 最让你满意的地方是什么,最让你沮丧的地方又是什么?请告诉我正反两个方面。
23:42-23:54 - Ivan: I can I can't, uh, think about uh, experience that frustrates me It's overall okay? But on the other hand, I can say that nothing that Gemini CLI have really impressed me. It's a good, uh, tool that, does its job - 我想不出有什么让我沮丧的体验。总体上还可以?但另一方面,我也没觉得 Gemini CLI 有什么真正打动我的地方。它是一个好工具,能完成它的本职工作。
23:57-24:11 - Researcher: So it's solid and does the job, but nothing has really wowed you or frustrated you—it's just okay. If you had a magic wand and could instantly change one thing about Gemini CLI, what would you change? What would make it go from "okay" to something you'd actually get excited about? - 所以它很可靠,能完成任务,但没有什么让你惊艳或抓狂的地方——只是中规中矩。 如果你有一根魔杖,可以瞬间改变 Gemini CLI 的一件事,你会改什么?什么能让它从“还可以”变成让你真正感到兴奋的东西?
24:14-24:24 - Ivan: I think it needs to have some agentic modes where it can run multiple agents. In roles. - 我觉得它需要具备某种智能体模式,可以运行多个智能体。扮演不同的角色。
24:26-24:41 - Researcher: Agentic modes with multiple agents playing different roles—that would make it way more powerful for you. Let me get some quick ratings. How satisfied are you with Gemini CLI's ability to complete tasks effectively? Rate it 1 to 5, where 1 is very unsatisfied and 5 is very satisfied. - 具备多个扮演不同角色的智能体模式——那对你来说会变得强大得多。 让我快速收集一些评分。你对 Gemini CLI 有效完成任务的能力满意度如何?请按 1 到 5 打分,1 为非常不满意,5 为非常满意。
24:42-24:43 - Ivan: Four. - 4 分。
24:45-24:55 - Researcher: 4 out of 5 for task completion—that's pretty solid. Now, how unique do you think Gemini CLI is compared to other similar tools? Same scale, 1 to 5, where 1 is not unique at all and 5 is very unique. - 在任务完成方面得到 4 分——这相当可靠了。 现在,你觉得 Gemini CLI 与其他同类工具相比,其独特性如何?同样的 1 到 5 评分,1 代表一点也不独特,5 代表非常独特。
25:02-25:03 - Ivan: Three, I believe. - 我想是 3 分。
25:04-25:18 - Researcher: So a 3—right in the middle. It's somewhat unique but not super differentiated from other tools. Last rating: How satisfied are you with Gemini CLI's value for money? Again, 1 to 5, where 1 is very unsatisfied and 5 is very satisfied with the price-to-value ratio. - 3 分——正中间。有一些独特性,但与其他工具的差异化不是特别大。 最后一个评分:你对 Gemini CLI 的性价比满意度如何?还是 1 到 5 评分,1 为非常不满意,5 为极其满意。
25:25-25:28 - Ivan: I'd say five, but, as I mentioned before, I don't pay for it. - 我会说 5 分,但正如我之前提到的,我没为它付过费。
25:32-25:49 - Researcher: Fair point—you're using the free tier, so the value for money is obviously great since it costs you nothing. Let me ask it differently: Thinking about what Gemini CLI currently offers in its paid tiers versus the free tier you're using, do you think the paid version offers good value for what they charge? Or does the pricing seem off to you? - 没错——你用的是免费版,所以性价比显然很高,因为它没花你一分钱。 让我换个问法:考虑到 Gemini CLI 目前付费版提供的东西与你正在使用的免费版相比,你认为付费版所收取的费用物有所值的吗?还是其定价对你来说不太合理?
25:51-25:53 - Ivan: I think it's fair enough. - 我觉得足够公平。
25:55-26:09 - Researcher: Got it—the pricing seems reasonable to you, you're just not at the point where you need those paid features yet. Now, besides Gemini CLI, are there any other AI productivity or work tools that you use regularly but don't pay for? Anything else in your toolkit that's on the free tier? - 明白了——定价对你来说看起来是合理的,只是你还没到需要那些付费功能的程度。 现在,除了 Gemini CLI,还有其他你经常使用但不付费的 AI 生产力或工作工具吗?你的工具箱里还有其他处于免费版的工具吗?
26:15-26:18 - Ivan: Probably Warp terminal I paid before for it, but not now. - 可能是 Warp 终端。我以前付过费,但现在没有了。
26:21-26:30 - Researcher: Interesting—so Warp terminal is another one you use but stopped paying for. Why did you stop paying for Warp? What changed that made you decide the paid version wasn't worth it anymore? - 有意思——所以 Warp 终端是另一个你正在使用但停止付费的工具。 你为什么停止为 Warp 付费?发生了什么变化让你决定付费版不再值得?
26:40-26:57 - Ivan: It was a little bit pricey, and then I switched to AMP, and I'm okay with AMP. Because I can use AMP as terminal tool like CLI and, uh, with my with Cursor too - 价格有点贵,后来我换到了 AMP,我觉得 AMP 挺好的。因为我可以像 CLI 一样把 AMP 当终端工具用,而且在 Cursor 里也能用。
27:00-27:10 - Researcher: Ah, so AMP basically replaced what you were paying Warp for—you can use AMP as a terminal tool with CLI, so paying for both didn't make sense. How much were you paying for Warp before you stopped? - 啊,所以 AMP 基本取代了你以前为 Warp 付费的功能——你可以通过 CLI 将 AMP 用作终端工具,所以同时为两者付费就没有意义了。 你停止付费之前,每月给 Warp 付多少钱?
27:19-27:22 - Ivan: There was some plan I believe, about twenty dollars. - 应该是某种方案,我记得大概是二十美元。
27:25-27:36 - Researcher: $20month for Warp, and once AMP covered that use case, it didn't make sense to keep both subscriptions. Would you ever consider paying for Warp again in the future? And if so, what would need to happen for you to go back to it? - Warp 每月 $20,一旦 AMP 覆盖了那个使用场景,保留两个订阅确实没意义了。 你未来会考虑再次为 Warp 付费吗?如果会,需要发生什么才会让你回心转意?
27:38-27:40 - Ivan: I don't think so. - 我觉得不会。
27:43-27:53 - Researcher: So it's pretty much off the table—AMP has replaced it for you. How likely are you to pay for Warp again in the future? Give me that 0-10 scale, where 0 is absolutely not and 10 is definitely will. - 所以它基本上被排队在外了——AMP 已经为你取代了它。 你未来再次为 Warp 付费的可能性有多大?还是用 0-10 打分,0 是绝对不会,10 是绝对会。
27:55-27:56 - Ivan: Five. - 5 分。
27:59-28:09 - Researcher: A 5—right in the middle, so there's some possibility but you're not leaning either way strongly. What's making you say 5 instead of lower? What would it take to tip you back toward paying for Warp again? - 5 分——正中间,所以存在一些可能性,但你并没有表现出明显的倾向。 是什么让你打 5 分而不是更低?需要什么才能让你倾向于再次为 Warp 付费?
28:20-28:25 - Ivan: I'm not sure right now. I'm not willing to pay it in the near future, but I don't know what may happen in the future. And I can change my decision. - 我现在还不确定。在不久的将来我不愿意付费,但我不知道未来会发生什么。我也可能会改变主意。
28:27-28:39 - Researcher: That makes sense—you're open to the possibility if circumstances change, but right now there's no clear reason to go back. Thinking about when you were paying for Warp, what did you like most about it? And what bothered you the most? - 明白了——如果情况发生变化,你持开放态度,但现在还没有明确的理由让你回归。 回想一下你为 Warp 付费的时候,你最喜欢它什么?最让你困扰的又是什么?
28:44-29:03 - Ivan: There wasn't something that bother me at all. Uh, and what I liked I work a lot in terminal. So have the tool, like, that will work and live in terminal was great for me. - 并没有什么让我困扰的地方。至于喜欢的点——因为我经常在终端里工作,所以拥有一个能在终端里协同工作的工具对我来说太棒了。
29:06-29:23 - Researcher: So having AI assistance directly in the terminal where you spend so much time was the big win—nothing really bothered you about it, it just became redundant once AMP could do the same thing. If you had that magic wand again and could change one thing about Warp to make it worth paying for alongside AMP, what would you change? - 所以在终端里直接获得 AI 辅助是一个巨大的优势,因为你大部分时间都花在那儿——并没有什么真正让你困扰的,只是后来 AMP 能做同样的事,它就变得多余了。 如果你再次拥有那根魔杖,可以改变 Warp 的一件事,让它值得与 AMP 同时付费,你会改变什么?
29:24-29:25 - Ivan: Nothing. - 没什么好改的。
29:28-29:40 - Researcher: Fair enough—it's not about Warp needing to change, it's just that AMP covers what you need. Let me get those ratings for Warp. How satisfied were you with Warp's ability to complete tasks when you were using the paid version? 1 to 5 scale. - 明白——关键不在于 Warp 需要改变,而是 AMP 已经覆盖了你的需求。 让我收集一下 Warp 的评分。当你使用付费版时,你对 Warp 完成任务能力的满意度如何?1 到 5 打分。
29:42-29:43 - Ivan: Four. - 4 分。
29:46-29:55 - Researcher: 4 out of 5 for task completion—solid performance. How unique is Warp compared to other similar tools? Same 1 to 5 scale, where 1 is not unique at all and 5 is very unique. - 在任务完成方面得到 4 分——表现很稳。 与同类工具相比,Warp 的独特性如何?同样的 1 到 5 打分,1 为一点也不独特,5 为非常独特。
30:02-30:03 - Ivan: Right now, I believe it's three. - 就目前而言,我想是 3 分。
30:05-30:18 - Researcher: 3 out of 5 for uniqueness—somewhat differentiated but not super unique. And how satisfied were you with Warp's value for money when you were paying $20month? 1 to 5, where 1 is very unsatisfied and 5 is very satisfied with what you got for the price. - 独特性 3 分——有一些差异化,但不是特别唯一。 当你每月支付 $20 时,你对 Warp 的性价比满意度如何?1 到 5 打分,1 为非常不满意,5 为极其满意。
30:22-30:22 - Ivan: Three. - 3 分。
30:25-30:34 - Researcher: 3 out of 5 for value—so it was okay, but not amazing for the price. Besides Gemini CLI and Warp, are there any other AI tools you use regularly but don't pay for? Anything else in your workflow? - 性价比 3 分——也就是还可以,但对这个价格来说不算惊艳。 除了 Gemini CLI 和 Warp,还有其他你经常使用但不付费的 AI 工具吗?在你的工作流程中还有别的东西吗?
30:40-30:42 - Ivan: Probably not. - 应该没有了。
30:46-31:00 - Researcher: Got it—so Gemini CLI and Warp are the main ones you use without paying (or stopped paying for). Let's zoom out now. When you're deciding whether to actually pay for an AI productivity tool, what factors go through your mind? Walk me through everything you consider—big and small. - 明白了——所以 Gemini CLI 和 Warp 是你不花钱(或停止花钱)使用的主要工具。 现在让我们把视野放大。当你决定是否要为一款 AI 生产力工具付钱时,你的脑海中会考虑哪些因素?请带我了解你考虑的所有细节——无论大小。
31:03-31:09 - Ivan: Mainly I believe it's price value - 主要我认为是性价比。
31:11-31:21 - Researcher: Domain and price-to-value ratio—those are two key factors. Tell me more about "domain." What do you mean by that exactly? How does the domain of the tool - 领域和性价比——这是两个关键因素。 再多跟我说说“领域(domain)”。你具体是指什么?工具的领域如何——
31:24-31:26 - Ivan: Oh, I wasn't telling anything about domain - 哦,我没提到任何关于领域的内容。
31:28-31:39 - Researcher: Oh, my mistake—I misheard you. So you said price-to-value ratio is one factor. What other factors do you consider when deciding whether to pay for an AI tool? Keep going—what else matters to you? - 哦,我的错——我听错了。所以你说性价比是一个因素。 在决定是否为一款 AI 工具付费时,你还会考虑哪些其他因素?请继续——还有什么对你来说很重要?
31:41-31:48 - Ivan: Probably speed. Probably stability, and maybe capacity. - 可能还有速度。可能还有稳定性,也许还有容量(额度)。
31:51-32:01 - Researcher: So you've got price-to-value, speed, stability, and capacity. Let's dig into each one. Starting with price-to-value—how do you actually assess whether a tool has good value? What are you looking at or comparing? - 所以你有性价比、速度、稳定性和容量这几个维度。 让我们深入探讨每一个。首先是性价比——你实际上是如何评估一个工具是否具有良好价值的?你会看什么或者对比什么?
32:10-32:11 - Ivan: Does the tool can do the job I want it to do? - 这个工具能完成我想让它做的工作吗?
32:14-32:30 - Researcher: So it's really about whether the tool actually solves your specific problem—can it do the job you need done. When you're evaluating that, do you compare it to other tools, or are you more thinking about whether it saves you time compared to doing it manually? How do you measure if it's doing the job well enough? - 所以这实际上取决于该工具是否真的能解决你的具体问题——它能否完成你需要完成的工作。 当你评估这一点时,你会把它与其他工具进行比较,还是更多地考虑与手动操作相比它是否节省了时间?你如何衡量它是否做得足够好?
32:34-32:36 - Ivan: I'm comparing the tools - 我会对比不同的工具。
32:39-32:51 - Researcher: You compare tools against each other to see which one does the job best for the price. When you're comparing, what's your process? Do you try free trials, ask colleagues, read reviews—how do you actually test them out before committing to pay? - 你会将工具进行横向对比,看看哪一个在相应价格下表现最好。 当你对比时,你的流程是怎样的?你会尝试免费试用、询问同事、阅读评论吗——在承诺付费之前,你实际上是如何测试它们的?
33:06-33:12 - Ivan: If there are free trials, so I definitely use them and I have few tasks that I can pass to the tool and look and check how it works with it. - 如果有免费试用,我肯定会用。我会准备几个任务交给这个工具,观察并检查它的运行效果。
33:14-33:28 - Researcher: So you have a set of test tasks you run through during free trials to see how the tool performs—that's a smart way to evaluate. What kind of tasks do you typically use as your test cases? Are they real problems from your work, or do you have specific benchmarks you run? - 所以你有一套测试任务,在免费试用期间运行,以观察工具的表现——这是一种很聪明的评估方式。 你通常使用什么样的任务作为测试用例?是工作中的实际问题,还是你有特定的基准测试?
33:29-33:40 - Ivan: It's mostly real problems with my work. I can, um, show my repositories and ask to accomplish something. - 大多是我工作中的实际问题。我会,嗯,展示我的代码仓库并要求它完成某些任务。
33:42-33:57 - Researcher: So you throw real work at it—show it your actual repositories and ask it to accomplish something concrete. That's a practical test. When you run those tests, what's the threshold for you? Like, does the tool need to get it 100% right, or is "good enough" acceptable? What makes you say "okay, this passes"? - 所以你会把实际工作丢给它——给它看你真实的仓库,并要求它完成具体的事情。这是一个很实际的测试。 当你运行这些测试时,你的门槛是什么?比如,工具需要 100% 正确,还是“足够好”就可以接受?是什么让你觉得“好吧,这个通过了”?
34:00-34:03 - Ivan: Good enough is acceptable. - 足够好就是可以接受的。
34:05-34:17 - Researcher: Good enough works for you—it doesn't need to be perfect. What does "good enough" look like in practice? Like, if you ask it to accomplish something with your repository, what percentage right or how close does it need to get before you'd consider paying? - 足够好就行——不需要完美。 “足够好”在实践中是什么样子的?比如,如果你要求它处理你的代码仓库,在考虑付费之前,它需要达到百分之多少的正确率,或者达到什么程度?
34:20-34:21 - Ivan: It should work. - 它应该能跑通。
34:24-34:33 - Researcher: It needs to actually work—the output has to be functional, not just close. And if it works but takes longer than you expected, does that change your decision? That's where speed comes in, right? - 它需要实际能用——输出必须是功能完备的,而不仅仅是接近。 如果它能用,但用的时间比你预期的长,这会改变你的决定吗?这就是速度发挥作用的地方,对吧?
34:37-34:42 - Ivan: It depends if, uh, the result is good. I can wait. - 视情况而定,如果结果很好,我可以等待。
34:45-34:59 - Researcher: So you'll tolerate slower speed if the result quality is good—speed isn't a dealbreaker if the output is solid. What about stability? How do you evaluate that during a trial? Do you test it multiple times, or is stability something you only discover after using it for a while? - 所以如果结果质量好,你可以忍受较慢的速度——如果输出很扎实,速度就不是决定性因素。 那稳定性呢?在试用期间你如何评估?你会测试多次,还是稳定性是你在使用一段时间后才会发现的东西?
35:02-35:14 - Ivan: I'm not sure. I I I just work with tools if I don't see any problems, I think it's stable enough. - 我不确定。我只是使用这些工具,如果没有看到任何问题,我就认为它足够稳定。
35:17-35:32 - Researcher: So stability is more of a "no news is good news" thing—if you don't hit errors or crashes during your testing, you assume it's stable enough. Have you ever paid for a tool and then later discovered stability issues that made you regret the purchase? Or has that not really happened to you? - 所以稳定性更像是一种“没有消息就是好消息”的情况——如果你在测试期间没有遇到错误或崩溃,你就假设它足够稳定。 你有没有过付费购买了一个工具,后来发现稳定性问题让你后悔购买的情况?或者这种情况还没真正发生过?
35:33-35:38 - Ivan: Unfortunately that's not really happened with me. To me. - 遗憾的是,这种事并没发生。对我来说(还没遇到)。
35:42-35:55 - Researcher: Lucky you—you haven't been burned by stability issues after paying, so your approach of testing during trials has worked well. What about capacity—you mentioned that as a factor. What do you mean by capacity exactly? Are you talking about usage limits, or something else? - 你很幸运——你在付费后没有被稳定性问题坑过,所以你这种在试用期间测试的方法效果很好。 关于容量(额度)——你提到这是一个因素。你具体指的容量是什么?你是说明确的使用限制,还是别的什么?
35:58-36:01 - Ivan: Mostly about usage limits. - 主要是指使用限制。
36:03-36:17 - Researcher: Usage limits—so you're checking whether the tool will let you do enough of what you need without hitting caps. When you're evaluating a tool's capacity, what are you looking for specifically? Like, requests per day, token limits, number of projects—what matters most to you? - 使用限制——所以你是在检查这个工具是否能让你完成足够多的工作而不会触及上限。 当你评估一个工具的容量时,你具体在寻找什么?比如,每天的请求数、Token 限制、项目数量——什么对你最重要?
36:30-36:37 - Ivan: Probably, it's if if there's some limits per day, I look for it. If there are requests Well, I need a lot of all this stuff. - 可能,如果每天有一些限制,我会留意。如果是请求数,嗯,我需要大量的配额。
36:39-36:51 - Researcher: So you need high or unlimited daily limits because you use these tools heavily throughout your workday. Have you ever hit a capacity limit on a paid tool that frustrated you? Or do the tools you pay for generally give you enough room? - 所以你需要很高甚至无限制的每日配额,因为你在整个工作日中都会大量使用这些工具。 你是否曾在某个付费工具上遇到过让你感到沮丧的容量限制?还是说你付费的工具通常都会给你足够的空间?
36:59-37:00 - Ivan: I believe I hit the capacity limit with Warp a few times. - 我记得我在 Warp 上遇到过几次容量限制。
37:02-37:13 - Researcher: You hit capacity limits with Warp a few times—that must have been frustrating when you were paying for it. What happened when you hit those limits? Did it block you for the rest of the day, or could you work around it somehow? - 你在 Warp 上遇到过几次容量限制——当你已经付费时,那一定很令人沮丧。 当你达到这些限制时发生了什么?它是封锁了你当天的剩余使用,还是你能以某种方式绕过它?
37:17-37:19 - Ivan: I just change to another and keep working. - 我就换到另一个工具继续工作。
37:22-37:33 - Researcher: So you just switched to another tool and kept working—not a huge blocker, but still an annoyance. Did hitting those limits on Warp influence your decision to eventually stop paying for it? Or was it more about AMP replacing it? - 所以你只是切换到另一个工具并继续工作——虽然不是什么大障碍,但还是很烦人。 在 Warp 上触及这些限制是否影响了你最终停止续费的决定?还是更多因为 AMP 替代了它?
37:36-37:38 - Ivan: It's more about AMP. - 更多是因为 AMP。
37:40-37:54 - Researcher: AMP was the main reason—the capacity limits were just a minor annoyance, not the dealbreaker. So we've covered price-to-value, speed, stability, and capacity. Now, from most important to least important, how would you rank those four factors? What matters most when you're deciding to pay? - AMP 是主要原因——容量限制只是次要的烦恼,不是决定性因素。 我们已经讨论了性价比、速度、稳定性和容量。现在,按照从最重要到最不重要的顺序,你会如何对这四个因素进行排序?在决定付费时,最重要的是什么?
38:00-38:02 - Ivan: Price to value. - 性价比。
38:04-38:06 - Researcher: Price-to-value is number one. What comes second? - 性价比是第一位。 第二位是什么?
38:10-38:12 - Ivan: I think capacity. - 我觉得是容量。
38:14-38:19 - Researcher: Capacity is second. And between speed and stability, which is more important to you—third place? - 容量是第二位。 那么在速度和稳定性之间,哪个对你更重要——也就是第三位?
38:21-38:22 - Ivan: Stability. - 稳定性。
38:24-38:39 - Researcher: So your ranking is: 1) Price-to-value, 2) Capacity, 3) Stability, 4) Speed. That makes sense—speed is nice but you'll wait if the result is good. Are there any other factors we haven't talked about that you consider when deciding to pay? Things like customer - 所以你的排名是:1) 性价比,2) 容量,3) 稳定性,4) 速度。 这很有道理——速度虽好,但如果结果出色,你愿意等待。还有其他我们没聊到的因素是你决定付费时会考虑的吗?比如客户——
38:39-38:39 - Ivan: No. - 没有了。
38:42-38:53 - Researcher: Those four cover it for you—clean and straightforward. Now, where do you typically discover new AI tools? Like, how did you first hear about AMP, Claude, Gemini CLI—what are your main channels? - 这四个因素就涵盖了你的核心考虑——清晰明了。 现在,你通常在哪里发现新的 AI 工具?比如,你最初是如何听说 AMP、Claude、Gemini CLI 的——你的主要频道是什么?
38:54-39:00 - Ivan: My main channels is Twitter and AI podcasts. - 我的主要频道是 Twitter 和 AI 播客。
39:02-39:13 - Researcher: Twitter and AI podcasts are your main discovery channels. On Twitter, are you following specific people or accounts that recommend tools, or do you just stumble across them in your feed? How does that work? - Twitter 和 AI 播客是你主要的发现渠道。 在 Twitter 上,你是关注特定的人或账号来获取工具推荐,还是只是在动态中偶然刷到?那是如何运作的?
39:17-39:20 - Ivan: I'm just seeing new stuff in my feed. - 我只是在动态里看到新东西。
39:23-39:35 - Researcher: You just see new tools pop up organically in your feed—no specific hunting, it comes to you. When you see a new AI tool mentioned on Twitter or in a podcast, what makes you actually try it versus just scrolling past? What catches your attention? - 你只是自然地在动态中看到新工具跳出来——没有刻意去寻找,它是自己找上门来的。 当你看到 Twitter 或播客中提到一个新的 AI 工具时,是什么因素促使你去尝试,而不是直接刷过去?什么能引起你的注意?
39:41-39:52 - Ivan: If it's interesting for me, if it related to my hobbies or my job, I usually give it a try. - 如果它让我感兴趣,如果它与我的爱好或工作相关,我通常会尝试一下。
39:55-40:06 - Researcher: So if it's relevant to your work or hobbies, you'll give it a shot—pretty straightforward filter. When you do decide to try it, do you usually try it right away, or do you bookmark it and come back later? What's your typical behavior? - 所以如果它与你的工作或爱好相关,你就会尝试——非常直接的过滤方式。 当你决定尝试时,你通常是马上尝试,还是把它加入书签以后再看?你典型的行为习惯是什么?
40:13-40:20 - Ivan: If I have time right now to try it, I I'll try it. If I don't have time right now, I bookmark it and try later. - 如果我现在有时间尝试,我就现在试。如果我现在没时间,我就把它存入书签,以后再试。
40:22-40:35 - Researcher: Makes sense—you're opportunistic about it. Try now if you can, bookmark if you're busy. Last question: Do you have a fixed budget in your mind for AI tools overall? Like, is there a monthly cap where you'd say "okay, I'm spending too much on AI"? - 明白——你是见机行事。能试就试,忙就存起来。 最后一个问题:你心里对 AI 工具整体有一个固定的预算吗?比如,是否有一个月度上限,让你觉得“好吧,我在 AI 上花太多钱了”?
40:39-40:42 - Ivan: I believe four hundred is too much right now for me. - 我觉得目前对我来说,四百(美元)就太多了。
40:45-41:01 - Researcher: $400 per month is your mental ceiling—that's where you'd feel like it's too much. You mentioned earlier you're currently spending around $200-$300 monthly. So you have some headroom, but not a ton. If a really amazing tool came along that would push you over $400, would you cut something else, or is $400 a hard stop? - 每月 400 美元是你的心理天花板——达到那个数你会觉得太多了。 你之前提到你目前的月支出大约在 200 到 300 美元之间。所以你还有一些余地,但不是很多。如果出现了一个非常棒的工具,会让你总支出超过 400 美元,你会削减其他开支,还是说 400 美元是一个死线?
41:12-41:14 - Ivan: Maybe I consider cut something, but it depends. - 也许我会考虑砍掉一些东西,但要看具体情况。
41:17-41:30 - Researcher: So $400 isn't a hard wall—if something truly valuable came along, you might shuffle things around and cut a less useful tool. What would make you willing to go over that $400 threshold? Like, what would a tool need to offer for you to consider cutting something else? - 所以 400 美元并不是一堵硬墙——如果真正有价值的东西出现了,你可能会重新调整,砍掉一个不那么有用的工具。 什么因素会让你愿意突破 400 美元的门槛?比如,一个工具需要提供什么,你才会考虑砍掉其他支出来保留它?
41:33-41:40 - Ivan: If I can make more money with that tool, I can spend on that tool more money. - 如果我能用那个工具赚更多的钱,我就能在那上面花更多的钱。
41:47-41:58 - Researcher: That's a clear ROI mindset—if the tool helps you earn more, you'll invest more in it. Have you ever actually increased your income because of an AI tool? Like, has one helped you take on more work, get a raise, or earn on the side? - 这是一个清晰的投资回报率(ROI)心态——如果工具有助于你赚得更多,你就会在它身上投入更多。 你是否通过 AI 工具真正增加了收入?比如,它有没有帮你接更多的工作,让你升职加薪,或者赚取额外收入?
41:58-42:01 - Ivan: Unfortunately, not right now. - 遗憾的是,目前还没有。
42:03-42:16 - Researcher: Not yet—so right now these tools are more about doing your current job better, not directly increasing income. If that's the case, what would it look like for a tool to help you make more money? Are you thinking freelance work on the side, or something else? - 还没有——所以目前这些工具更多是为了更好地完成你现在的工作,而不是直接增加收入。 如果是这样的话,一个能帮你赚更多钱的工具应该是什么样子的?你是在考虑业余兼职,还是别的什么?
42:22-42:32 - Ivan: Maybe some, um, side project or pet project that can make me money Ideally, ideally like, um, some passive passive income. - 也许是一些,嗯,侧向项目(side project)或者个人兴趣项目(pet project),能让我赚钱。理想情况下,理想情况下是像,嗯,一些被动、被动收入。
42:34-43:03 - Researcher: Passive income from a side or pet project—that makes sense. A tool that helps you build something that earns while you sleep would justify higher spending. --- Ivan, we've covered everything I wanted to explore today—thank you so much for sharing all these details about your AI tool usage, decision-making, and spending. Your insights on how you evaluate tools, what you're willing to pay for, and how you discover new products have been really valuable. Is there anything else about AI tools or your experience with them that you think I should know, or that we didn't cover? - 侧向项目或个人兴趣项目带来的被动收入——这很有道理。一个能帮你构建并在你睡觉时也能赚钱的东西,能够支撑更高的支出。 --- Ivan,我们已经涵盖了今天我想探讨的所有内容——非常感谢你分享关于 AI 工具使用、决策过程和支出的这些细节。你关于如何评估工具、愿意为之付费的项目以及如何发现新产品的见解非常有价值。 关于 AI 工具或你的相关经验,还有什么你觉得我应该知道,或者我们没有聊到的吗?
43:04-43:05 - Ivan: No. - 没有了。
43:09-43:15 - Researcher: Perfect. Thanks again for your time and for being so thoughtful with your answers. Have a great rest of your day, Ivan! - 太棒了。再次感谢你的参与,感谢你认真思考后的回答。祝你今天过得愉快,Ivan!
43:17-43:18 - Ivan: Thank you. Bye. - 谢谢。再见。
43:19-43:20 - Researcher: Bye! - 再见!