The integration of n8n workflow tools with AI and WhatsApp creates an amazing synergy that can enhance productivity and streamline processes.
With n8n, users can automate various tasks, increase efficiency, and manage workflows more effectively. By incorporating AI, these workflows can become even smarter, providing insights and making decisions based on data.
When combined with WhatsApp, users can easily communicate results, updates, and notifications through a platform they already use daily. This integration allows for real-time responses and contributes to smoother operations.
Overall, the amalgamation of these technologies offers a powerful solution for modern businesses.
把职场当作带薪MBA:在KMSPKS管理IT项目时,我同步积累寺院数字化转型经验,未来可孵化成niche SaaS工具。同时,用automation工具(如Zapier+Python)将重复工作流程缩短70%,腾出时间研究Web3投资机会。记住:Your network is your net worth——同事可能成为未来天使投资人!
致富不是”是否可能”,而是”如何执行”。When you treat your job as a wealth-building lab(比如用公司资源练手3D动画项目),每一份薪资都能成为撬动资产的杠杆。你的职场剧本,应该自己导演。
常常有人在背後碎嘴,說我活在自己的世界。People always say behind my back that I live in my own world. 我只能說一句,活得開心就好,不需要經過你們的批准。Well, let me tell you – so what if I do? At least I’m happy, and I’m not living according to other people’s expectations.
愛管閒事的人到處都有,尤其是那種連自己的人生都搞不清楚,卻愛評論別人生活方式的。Busybody people everywhere – especially those who don’t even know what to do with their own life, but want to tell others how to live theirs. 什麼叫「應該這樣」、「不應該那樣」?人生又不是固定的流程表。What is “must do like this”, “cannot do like that”? Life not some SOP lah.
現實的人總是急著跳過基礎,連一加一等於二都算不好,卻想一步登天背乘法表。Realistic people like to act smart, but even simple math also fail – don’t even understand 1 plus 1 equals 2 properly, but want to jump straight to multiplication.
結果勒?一乘一永遠等於一,永遠只有自己,無法成長。End up forever stuck with 1 times 1 equals 1. Always alone, never grow.
反倒是那些敢想、愛夢、會幻想的人,才真正懂得 一加一可以等於三 的秘密。But the ones who dream big, think out of the box, imagine more – they’re the ones who know the secret of 1 plus 1 equals 3.
因為他們知道,創造力 + 想像力,再加一點行動力,就可以多出一個新的世界。Because when you mix creativity + imagination + a bit of action, you get something more than just the sum of parts. You get magic.
活在自己的世界,不是逃避,而是選擇。I live in my own world not because I’m lost, but because I choose to. 而在這個世界裡,我不需要別人的地圖,我自己畫。
So next time someone says you’re “in your own world”, just smile and say: “Yah, at least I got my own world. You leh?”
Managing IT projects as a solo business owner is both rewarding and challenging. In this post, I’ll share my experiences, the hurdles I’ve faced, and my plans for the next five years.
作為個體經營者管理 IT 項目既有成就感,也充滿挑戰。在這篇文章中,我將分享我的經驗、面對的困難,以及未來五年的計劃。
Challenge: Client Perspective and Expectations
Clients often come with high expectations but limited understanding of IT. Managing their perspective requires excellent communication and a lot of patience.
客戶通常期望值很高,但對 IT 的理解有限。管理他們的觀點需要良好的溝通技巧和極大的耐心。
Some clients expect fast, cheap, and perfect solutions simultaneously, which is often unrealistic. Educating clients about the project scope and timelines is critical for a smooth workflow.
The IT industry is highly competitive. Standing out as a solo entrepreneur can be tough, and making a sustainable income is an ongoing struggle.
IT 行業競爭激烈。作為個體經營者脫穎而出非常困難,要賺取可持續的收入是一場持續的鬥爭。
Many larger companies offer similar services at lower prices due to their scale. To survive, I’ve had to focus on niche markets and specialized services.許多大公司因規模經濟提供相似服務,但價格更低。為了生存,我必須專注於利基市場和專業服務。
Work for Someone vs. Work for Myself
Working for myself gives me freedom, but it also comes with risks. Unlike a salaried job, there’s no guaranteed income, and I bear all responsibilities.
為自己工作讓我擁有自由,但也帶來風險。不像有薪工作那樣有保證收入,我需要承擔所有責任。
However, the satisfaction of building something on my own outweighs the uncertainties. It’s a constant learning process.然而,自己建立事業的滿足感超越了不確定性。這是一個不斷學習的過程。
Breaking Skills into Smaller Services
To maximize profits with minimal commitment, I’ve started breaking my skills into smaller, focused services.
為了以最小的承諾獲得最大利潤,我開始將我的技能分解為較小且專注的服務。
Instead of offering large, complex projects, I now provide micro-services like debugging, consulting, and small-scale system enhancements.與其提供大型複雜項目,我現在更傾向於提供小型服務,例如調試、諮詢和小規模系統增強。
My Next 5-Year Plans
Expand into new markets with higher demand.
Develop passive income streams through online courses and e-books.
Build a small, reliable team to handle bigger projects.
Learn emerging technologies like AI and blockchain.
Achieve financial stability with consistent income sources.
擴展到需求更高的新市場。
通過在線課程和電子書開發被動收入來源。
建立一支可靠的小型團隊以處理更大的項目。
學習新興技術,如人工智能和區塊鏈。
通過穩定的收入來源實現財務穩定。
Being a solo IT business owner is a journey of challenges and rewards. With clear goals and adaptability, I aim to turn these challenges into stepping stones for future growth.
作為個體 IT 經營者是一場挑戰與回報並存的旅程。通過明確的目標和適應能力,我希望將這些挑戰變成未來增長的踏腳石。
Lately, I’ve been reflecting on the path I’ve taken, the hard work I’ve poured into my craft, and the dreams I had when I first started building websites. Creating something from nothing has always been my passion – a talent I’ve honed over the years. I envisioned a bright future where my skills would pave the way to financial security and personal fulfillment. 最近,我一直在反思我所走过的路,以及我在技能上所花费的努力和热情,还有创建网站时对未来的奋斗与期望。从无到有,一直是我的热情所在—这一技能是多年一点点打磨出来的。我曾经偏偏相信,我的技能能为我的财务安全和个人完成发挥。
Yet, here I am, grappling with disappointment and frustration. Not because I lack the ability, but because the people I trusted took advantage of my generosity and passion. Friends – or so I thought – approached me with promises of collaboration, excitement about my ideas, and opportunities that would benefit us all. I worked tirelessly, crafting websites that could have been my gateway to success. Instead, those projects left me with nothing but unfulfilled promises, abandoned by the very people I helped. 然而,今天的我,却在失望和惊惱中搬手。并不是因为我缺乏能力,而是我信任的人利用了我的宽心和热情。朋友(或许我过于简单定义了这一关系)找上我,带着合作的承诺,对我想法的兴奋,还有一些看上去能互利互益的机会。为了他们,我无积地倾水,完成了一些原本能成为成功导航火的项目。结果,这些项目给我留下的,只有不完整的承诺,和那些逃避了我的人。
I’m left to face the reality of my financial crisis alone. Where I should have seen the fruits of my labor, I only see struggles to make ends meet. Instead of liquid assets, I’m left with digital footprints and online intellectual property that hold no immediate value in my life. 我只能独自面对我的财务危机。原本我应该看到我努力的成果,和那些为生存而不断应付的惊惧。不是实物资产,而是那些无法进行精水化的网络矩踪和智能资产。
This is my reality: zeroing out every month to stay afloat, wondering how it came to this despite my hard work and dedication. The weight of feeling exploited by people I trusted cuts deeper than any financial burden. It’s not just about the money; it’s about the respect and appreciation I thought I’d earned. 这是我的现实:每个月都在跟踪中付出,不断尝试逃过财务作费,寻找调和。却尽管我一直想尽一切去创造,却仍然只能不断测试。那些曾一度被迁动的人,让我身心比财务负担更带重:这并不是金钱的问题,而是我书记中正并不值得感恩的优秀结果。
To those reading this, I hope you can learn from my experience. Value your skills, set boundaries, and demand fair compensation for your work. Never let anyone convince you that you’re worth less than you are. 对于阅读过这些的人,我希望你们能从我的经历中收获教训。评估你的技能,设定边界,并要求严格的应付。永远不要让任何人认举你低于你实际之为。
For those who took advantage of my kindness: I hope one day you understand the impact of your actions. I don’t seek revenge or retribution, but I’ll never forget how your choices left me struggling when I should have been thriving. 对于举过你们利用我的善意之人:我希望总有一天,你们能深刻理解你们所做所为的影响。我不尊望招武和回报,但我永远不会忘记你们的选择让我在原本于迈展之中原地茂消。
To myself, and to anyone who feels similarly: it’s okay to feel hurt, angry, or lost. But let this be a chapter, not the whole story. My struggles may define my present, but they won’t define my future. I’ll continue to rise, find clients and partners who see my value, and build a life I’m proud of. 对于我自己,和那些感同身受的人:感到伤心、愤怒或无解都没问题。但让这成为一章,而不是整个故事。我的苦难可能定义我的现在,但它不会定义我的未来。我会不断刷新,寻找真正胜赢的互作者,托社而尽,以尽获得胜对!
This is a turning point, not the end. For now, I just needed to get this off my chest. Thank you for reading. 这是一个转折点,而不是完结。至于现在,只是需要做些自我发心之话。感谢阅读。
In Today’s digital landscape, the integration of artificial intelligence (AI) into various systems has become crucial for enhancing efficiency and improving user experiences. However, implementing AI is not just about deploying a model; it requires a well-thought-out ecosystem that handles data flow, model services, and interactions seamlessly. In this blog post, we will explore the concept of “圈养 AI” and how tools like n8n play a vital role in automating processes within this ecosystem. 在今天快速发展的数码环境中,人工智能(AI)已经成为各种系统整合中至关重要的一环,以提高效率和改善用户体验。然而,实施 AI 不仅仅是部署一个模型,它需要一个周密的生态系统,无缝地处理数据流、模型服务和互动。在本篇博文中,我们将探讨“圈养 AI”的概念以及像 n8n 这样的工具在这个生态系统中自动化流程中扮演的关键角色。
Understanding the Overall Architecture Design
The goal is to create a closed AI system that manages data flow, model services, and interactive interfaces through open-source tools. Key modules include AI service deployment, data management, process automation tools like n8n, user interfaces, and security and monitoring mechanisms. 目标是通过开源工具打造一个管理数据流、模型服务和互动界面的封闭式 AI 系统。关键模块包括 AI 服务部署、数据管理、如 n8n 的流程自动化工具、用户界面以及安全和监控机制。
Tool and Technology Selection
– AI Services: Utilize external APIs like OpenAI GPT or deploy local open-source models such as Hugging Face Transformers. – AI 服务:利用外部 API(如 OpenAI GPT)或部署本地开源模型(例如 Hugging Face Transformers).
– Data Storage and Processing: Employ databases like MySQL, PostgreSQL, Redis, and MongoDB for structured and unstructured data storage. Use ETL tools like Python scripts or Apache NiFi for data cleansing and transformation. – 数据存储和处理:使用 MySQL、PostgreSQL、Redis 和 MongoDB 等数据库进行结构化和非结构化数据存储。使用 Python 脚本或 Apache NiFi 等 ETL 工具进行数据清洗和转换.
Process Management and Task Scheduling
– Choose tools like n8n, Apache Airflow, or Node-RED for managing data flow and task automation. – 选择工具如 n8n、Apache Airflow 或 Node-RED 来管理数据流和任务自动化.
User Interface and Interaction
– Frameworks like React, Vue.js for frontend, and Node.js, Flask, Django for backend. – 前端框架:React、Vue.js;后端框架:Node.js、Flask、Django.
Implementation Steps
1. Establish Infrastructure: Deploy databases, AI model services, configure automation tools like n8n, and set up security measures. – 建立基础设施:部署数据库、AI 模型服务,配置 n8n 等自动化工具,并设置安全措施.
2. Design Data Flow: Define data formats, sources, and responsibilities of each module within the system. – 设计数据流:定义系统内每个模块的数据格式、来源和责任.
3. Development and Testing: Write scripts for data cleaning, configure workflows in n8n, test performance and reliability. – 开发和测试:编写数据清洗脚本,配置 n8n 中的工作流程,测试性能和可靠性.
4. Deployment and Maintenance: Containerize deployment using Docker or Kubernetes, configure monitoring systems, and update AI models and tools regularly. – 部署和维护:使用 Docker 或 Kubernetes 实现容器化部署,配置监控系统,定期更新 AI 模型和工具.
Let’s continue to harness technology to shape a smarter and more connected world! 让我们继续利用技术,打造一个更智能、更互联的世界!