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面向 AI 原生平台与 SaaS 的软件架构

从 MCP 服务器到生产级 Kubernetes

我如今构建方式背后的工作:让 AI 助手在审批门控之后对真实系统采取行动的 MCP 服务器;让多个 AI 工具的过往会话可被它们全部检索的记忆中枢;自带 MCP 服务器的作品集平台;从生产后端中抽取出来的一组带版本的 NestJS 包;每个数字都可追溯到账本分录的合作社金融平台;运行在同一后端上的预订平台与运营商网络;以及将这一在线平台迁移到自托管 Kubernetes,且无任何记录在案的停机。

亮点项目

几个被认真讲述的平台:它们是什么、如何构建、运行在什么之上。每一个都链接到完整的案例研究。

AI 工程:MCP 服务器与跨服务商记忆中枢

助手在会话之间会遗忘,而每家服务商又以各自的格式保存历史记录,于是一次对话中获得的知识,到下一次就用不上了。我们搭建了解决这个问题的底层管道:MCP 服务器把知识、内容和工具开放给任意助手;记忆中枢则把来自多家服务商的会话归一化,汇入同一个可检索的存储。这里真正困难的地方,没有一个是提示词问题,全都是系统问题:在互不兼容的会话格式之间做模式设计、各作用域之间的隔离、工具安全,以及一切写操作的审批模型。整套系统运行在自有硬件上,因此没有任何数据离开本地。

Model Context ProtocolTypeScriptPythonSQLiteNode.jsDockerKubernetesAutomation
全职
现场

4 个月
AI Engineering cover

Webanion:带 MCP 服务器的无头 CMS 作品集平台

静态作品集网站既承载不了五种语言的内容,也跟不上背后写作的节奏,于是我们用一个平台取代了它。一套无头 CMS 保存每一份案例研究、文章和记录;一个 Next.js 前端以英语、孟加拉语、西班牙语、印地语和中文呈现它们;一台 MCP 服务器则把同样的内容开放给 AI 助手,让被问及这些工作的智能体去读取源头,而不是根据抓取结果猜测。搜索、媒体管理、审批流程和一个公开的发现层都运行在它之上。证据是递归的:你正在阅读的这个页面,正由本条目所描述的系统提供。

Next.jsStrapiPostgreSQLTypeScriptGraphQLDockerKubernetesNode.js
全职
现场

1 年 5 个月
Webanion cover

Al-Insaf:含总账与贷款的合作社金融平台

一家合作社金融机构此前把社员档案、储蓄、贷款和投资人资本分散在纸质记录与电子表格之间,既无法审计任何一个网点,也无法干净地完成日终结账。我们构建了一套系统把这些全部收拢:社员登记、每日收款、从申请到放款的完整贷款流程、多网点总账、投资人资本,以及一份记录谁做了什么的审计日志。外勤人员用手机办公,管理者在电脑前处理,而权限模型决定每个角色能看到哪些功能,而不是简单地把按钮藏起来。本案例研究中展示的一切都运行在预置的演示数据上;真实的社员档案从不出现在作品集材料中。

NestJSPostgreSQLTypeScriptNext.jsOpenFGAPlaywrightDockerNode.js
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11 个月
Al-Insaf cover

gm-libs:面向鉴权、数据与 CRUD 的十四个可复用 NestJS 包

每个后端都在重复同样的事:鉴权、配置、CRUD、文件存储、后台任务、PDF 生成、功能开关和审计日志。我们只做了一次,把它们整理成同一命名空间下的十四个带版本的 NestJS 包,并安装进我们交付的每一个项目。它们属于我们自己,而不属于某个公共仓库,是为自家工作而建的;但版本管理仍遵循公共库该有的纪律:语义化版本、变更日志,以及按项目锁定的打包产物,让升级成为一次决定,而不是一场意外。库代码必须回答尚未有人提出的需求,同时不能让依赖昨天答案的人崩溃。正是这条约束,让一个新项目从第三周开始,而不是从第一周开始。

NestJSTypeScriptNode.jsPostgreSQLDockerNPMSoftware ArchitectureSaaS
全职
现场

4 个月
gm-libs cover

Fully Booked:一体化智能预订解决方案

Fully Booked 是一个面向英国小巴和大巴租赁的预订平台,也是其背后运营商的业务共享网络。客户只需在客户网站上描述一次行程,就能收到能够承接的运营商按评价和车辆照片排序的报价,并以一笔受保护的小额定金完成预订。接不了单的运营商可以在应用中推荐客户,当网络中的另一家公司承接时即可获得分成。围绕这一循环的还有报价单、取消通知、Get Covered、合作伙伴联系人、已保存的预订、钱包、业务主页和 Prebooked 小部件,全部运行在同一个后端之上,并由一个管理控制中心统一管理。

React NativeExpoTypeScriptGoogle MapsReduxFigmaCanvaNestJSExpress.jsGraphQLMongoDBSquare PaymentsTwilioPremiere ProDockerHostingerDigitalOcean
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合同
远程
7
5.0

6月 24, 2025

2 年 3 个月
Fully Booked Screenshot 1
Fully Booked Screenshot 2
Fully Booked Screenshot 3

Fully Booked:零停机迁移到自托管 Kubernetes

Fully Booked 此前运行在托管云基础设施上,账单逐月上涨,整套技术栈也无人真正拥有。我们把整个平台迁移到自托管的 Kubernetes 集群,全程没有让用户经历一分钟的停机。切换覆盖 DNS、入口网关、数据库和发布流水线,并分阶段推进:只有当某一层在新集群上得到验证之后,流量才会转移过去。那一周使用这款应用的人都没有察觉发生了什么,而这正是目标所在。每月的账单变成了自有硬件,如今同一个集群还承载着平台每周的版本发布。

KubernetesDockerCloudflareTerraformCI/CDLinuxNode.jsPostgreSQL
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合同
远程
7
5.0

6月 23, 2026

2 个月
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贯穿整个技术栈的同一套纪律

MCP 服务器位于 AI 助手与其所操作的系统之间,每一个写入操作都要经过审批门控。同样的习惯贯穿这项工作的其余部分:金融平台把每个数字追溯到账本分录,作品集平台把草稿留在审核之后,在线平台迁往新基础设施时每一步都备好了回滚。

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Diagram: an MCP server between any assistant and a business's CRM, orders, ticketing and CMS, with typed tools, an allowlist, keys and a log

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Upwork 会针对每项技能和每个国家发布其自行推荐的自由职业者榜单。2023 年,其“Top React Native Developers in Bangladesh”榜单将我的个人资料列在第一位;2025 年,其“Hire the best React Native Developers in Bangladesh”页面将其列在第二位。排名及其措辞均出自 Upwork。本页把这份记录与其背后的 React Native 工作放在一起:面向 iOS 与 Android 的应用,从架构和后端一直做到应用商店发布。

他们的评价

Dominic Dormer

Fully Booked 的 创始人

3 年 6 个月

The work monir has for me has been excellent. Every single details that we discussed has been provided and a bit extra. Monir's customer service has been excellent. Everything time i messaged monir aswered straight away, he educated me throughout the whole process. Monir is a very genuine person if he promises you something he will definitely provide it with no excuses. The quality and level of work produced on this project is 👌.

9月 30, 2023

(5.0)

Dominic Dormer

Fully Booked 的 创始人

3 年 6 个月

Monir has been working on my project for the last 3-4 months. We have been speaking and creating ideas to improve this project on a daily basis. The project is now complete and I can honestly say Monir is one of the best people I've ever worked with. Every single commitment that Monir promised from the beginning of this journey he stuck to and achieved. He never moaned, complained or made an excuse about anything. He completed every single commitment that we agreed upon. Monir worked early mornings and late nights until he produce the project I asked of him, and now my business journey is ready to move forward and I'm completely glad that I choose Monir to create this platform for me. The project consisted of an admin panel a customer website and an app. All projects were built to high specification and have very sophisticated features. I would definitely recommend monir to anyone looking for a serious developer.

10月 18, 2023

(5.0)

Dominic Dormer

Fully Booked 的 创始人

3 年 6 个月

Monir is a very experienced developer. I have been working with him very closely for 8 months now. He has achieved every goal that we planned. He has taken on very complex challenges with the project that we have created and has been able to solve every issue that we've faced. He is extremely hard working. He works day and night. He's work ethic is excellent. He never complains or give excuses. My project is beautiful now and I can't wait to promote it to the world.

1月 21, 2024

(5.0)

Dominic Dormer

Fully Booked 的 创始人

3 年 6 个月

I cannot express enough gratitude for Monir's exceptional work as a full-stack developer. Over the past 8 months, Monir has been instrumental in bringing my vision to life by diligently crafting a sophisticated platform that exceeds all expectations. Monir's proficiency in his craft is unparalleled. His technical expertise, coupled with his creative problem-solving skills, has consistently resulted in innovative solutions that have elevated our platform to new heights. His ability to seamlessly navigate through complex challenges showcases his mastery of both front-end and back-end development. Beyond his technical prowess, Monir's professionalism and dedication are truly commendable. He has demonstrated unwavering commitment and reliability throughout the entire development process, ensuring that every aspect of the platform is meticulously crafted to perfection. Working with Monir has been an absolute pleasure. His clear communication, attention to detail, and proactive approach have made collaboration effortless and enjoyable. He has not only met deadlines consistently but has also gone above and beyond to deliver features that surpass expectations. In conclusion, Monir is not just a developer; he is a visionary who brings passion, expertise, and dedication to every project he undertakes. I am immensely grateful for his invaluable contributions to our platform, and I wholeheartedly recommend him to anyone seeking a top-tier full-stack developer. Thank you, Monir, for your outstanding work and unwavering commitment to excellence. You are truly a standout talent in your field.

3月 27, 2024

(5.0)

Dominic Dormer

Fully Booked 的 创始人

3 年 6 个月

Today marks one year of working with Monir, and this time has allowed me to know Monir as a truly dedicated individual. We have collaborated on my project daily for the past year, and not once has Monir failed to respond. Monir has invested tremendous effort and focus into this project, working late nights and early mornings, always available to answer calls and resolve issues. There has never been a moment when Monir turned down work or shirked responsibility. The project is growing day by day, and if it becomes a success, it will be largely thanks to Monir's unwavering dedication.

7月 03, 2024

(5.0)

Darren Cromer

Fully Booked 在 总监

3 年 6 个月

Monir is an exceptional developer with outstanding expertise in his field. His advanced skills enable him to deliver results that surpass those of competitors. He is very thorough and has keen attention to detail, Monir is an excellent listener who can transform your ideas into reality with precision.

11月 28, 2024

(5.0)
Browse the Md Moniruzzaman portfolio

作品集以案例研究的方式组织:平台是什么、背后的架构如何、交付了什么。预订平台、财务系统、开发者工具,以及承载它们的基础设施。