AI Product Architect · Independent BuilderAI 产品架构师 · 独立开发者

Min
Bai.白旻

I turn complex systems into products people can actually use — from national healthcare networks and global ERP platforms to AI workflows built and shipped by one person.我把复杂系统变成真正可用的产品——从全国医疗数据网络、跨国 ERP，到一个人也能构建并交付的 AI 工作流。

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BYB WORKSPACE / 01
ThinkProduct architecture产品架构Find the shortest path through complexity.在复杂问题里找到最短路径。
BuildAI workflowAI 工作流Connect models, data and interfaces.连接模型、数据与界面。
ShipSolo execution单兵交付From idea to a live, usable product.从想法走到真实可用的产品。
DecideStrategic judgment战略判断See the system. Choose the path worth committing to.看清系统，选择值得投入的方向。
AutomateWorkflow automation工作流自动化Remove repetitive work from the loop.把重复劳动移出流程。
VerifyFast validation快速验证Test with reality before scaling.扩大之前先用现实验证。

A working mind, not a résumé wall.这是工作中的大脑，不是履历墙。
What I build我擅长构建什么

Systems that
move work forward.让工作真正
向前推进的系统。

My work sits where product judgment, system architecture and commercial execution overlap. The interface is only the visible end of a much larger operating system.我的工作位于产品判断、系统架构与商业执行的交叉点。你看到的界面，只是整套运行系统露出水面的部分。

01 / CORE

API & system architectureAPI 与系统架构

Designing reliable routes between models, data and products — informed by nearly a decade of work on complex healthcare, supply-chain and enterprise systems.在模型、数据与产品之间设计可靠路径。近十年的医疗、供应链与企业复杂系统经验，是这套能力的底座。

02 / FLOW

Content pipelines内容生产管线

Connecting topic discovery, language models, voice and visual production into repeatable creator workflows.把选题、语言模型、语音与视觉生产连接成可重复使用的创作者工作流。

03 / SHIP

SaaS & automationSaaS 与自动化

Turning a focused problem into a small, usable product — then putting it in front of real users.把一个明确痛点做成小而可用的产品，并真正交到用户手里。

Career as a system把经历看作一个系统

Three versions.
One direction.三个版本，
同一个方向。

Choose a chapter instead of reading one long timeline. Each stage added a layer: foundation, ecosystem scale, then independent AI execution.不必从头到尾阅读一堵履历墙。选择一个阶段：基础、复杂生态，再到今天的独立 AI 交付能力。

Version 3.0

Independent AI executionAI 自动化与独立操盘

Building focused tools, workflow infrastructure and creator systems through BYB-LAB.通过 BYB-LAB 构建聚焦的工具、工作流基础设施与创作者系统。

BYB-LAB Next-Gen AI Workflow

Architect / Indie Developer核心架构师 / 独立开发者

Designed and built the compute and API routing used by LLM-driven tools, with a focus on stable data flow and structured outputs.从 0 到 1 构建面向 LLM 工具的底层计算与 API 路由，重点解决数据流转稳定性和结构化输出问题。

Impact: a reusable technical base for rapid product delivery.结果：形成可复用的技术底座，加速产品交付。

Project Snipe

Independent Product Builder独立产品开发者

Explored the complete micro-SaaS loop: identifying a narrow need, building the product and validating an overseas subscription path.跑通微型 SaaS 的完整路径：识别窄需求、构建产品，并验证海外订阅模式。

Built systems已经做出来的系统

Useful beats
theoretical.有用
胜过概念。

Live products and autonomous systems built around real friction — from intelligence discovery to meetings and career decisions.围绕真实阻力构建并持续运行的产品与自动化系统——从情报发现，到会议执行与职业决策。

OpenClaw systemOpenClaw 系统Always on持续运行

Radar Station

Radar Station turns scattered global signals into a working intelligence loop. It collects product pain points, AI frontiers and technology shifts, applies an AI judgment layer, then delivers the items worth acting on into Feishu and a reusable opportunity pool.Radar Station 把分散在全球的信号变成一条真正工作的情报闭环：采集产品痛点、AI 前沿与科技变化，经过 AI 判断层，再把值得行动的信息送入飞书和可复用的机会池。

4Intelligence tracks情报轨道
24/7Autonomous operation自动运行
3Distributed layers分布式层级
View full project details展开完整项目详情Hide project details收起项目详情
01 / COLLECTMulti-source probes多源探针采集Domestic and global product, AI and technology signals.覆盖国内外产品、AI 与科技信号。
02 / TRIAGEAI classificationAI 分类筛选DeepSeek judges relevance, novelty and commercial value.由 DeepSeek 判断相关性、新颖度与商业价值。
03 / ROUTEFour-track delivery四轨分发Pain points, AI frontier, China trends and global tech.痛点、AI 前沿、国内热点与海外科技。
04 / COMPOUNDOpportunity pool机会池沉淀Valuable signals become reusable product intelligence.把高价值信号沉淀为可复用的产品情报。
How the system works系统如何工作

From noisy signals to a decision-ready brief.从嘈杂信号，到可以直接判断的情报简报。

The point is not to collect more links. The point is to make each signal easier to understand, compare and act on.重点不是收集更多链接，而是让每条信号更容易被理解、比较，并转化为行动。

INPUT
Global signal layer全球信源层Public product, AI and technology signals are brought into one intake layer.国内外产品、AI 与科技公开信号持续汇入统一入口。
REASON
AI judgment layerAI 判断层OpenClaw normalizes the material; DeepSeek checks relevance, novelty, value and destination.OpenClaw 先做信息归一化；DeepSeek 判断相关性、新颖度、价值与去向。
ACTION
Human-ready delivery面向行动的分发Selected items enter Feishu tracks for review, discussion and reuse.筛选后的信息进入飞书对应轨道，供复盘、讨论和持续复用。
What comes out最终得到什么

A smaller, sharper opportunity surface.更少、更清晰、更接近机会的结果面。

  • A concise signal brief with context, source and why it matters.带有背景、来源和价值解释的精简情报。
  • Four-track delivery instead of one unstructured information stream.四条清晰情报轨道，而不是一条无序信息流。
  • A reusable opportunity pool for product, content and market decisions.可持续复用的产品、内容与市场机会池。
  • Human review remains in the loop before a signal becomes a commitment.在信号变成真正决策前，始终保留人的复核环节。
Technical spine技术骨架
OpenClawDeepSeekFeishuMulti-source intakeOpportunity pool
Three-layer architecture三层分布式架构

Collection abroad. Judgment in the receiver. Delivery where work happens.海外负责采集，接收器负责判断，飞书承接行动。

Four independent probes keep each track focused while a shared receiver handles asynchronous processing, AI review, deduplication and storage.四个独立探针保持各轨道的专业性，共享接收器统一完成异步处理、AI 审核、去重与沉淀。

01 / PROBESGlobal collection layer全球采集层Hacker News, Reddit, Product Hunt, Bilibili, Zhihu and technology feeds across four probes.四个探针覆盖 Hacker News、Reddit、Product Hunt、B站、知乎及科技资讯源。
02 / RECEIVERFastAPI + DeepSeekFastAPI + DeepSeekAsynchronous intake, track-specific review, URL deduplication and structured classification.异步接收、分轨审核、URL 去重与结构化分类。
03 / DELIVERYFeishu tracks + Bitable飞书四轨 + 多维表格Color-coded briefs reach four groups; valuable items enter a seven-category opportunity pool.彩色情报卡片进入四个群组，高价值信息写入七类机会池。
Track-specific prompts分轨专属 PromptDifferent editorial judgment for pain points, AI, China and global tech.痛点、AI、国内热点、海外科技分别判断。
Two-layer deduplication双层去重Card delivery and opportunity storage each maintain their own duplicate checks.卡片推送与机会池入库分别独立查重。
Resilient source access信源容灾Fallback RSSHub nodes and gentle rate limits reduce collection failures.RSSHub 多节点回退与温和限速降低采集失败。
Observable operation可观测运行Heartbeat cards, logs and daily scheduled ingestion make failures visible.心跳卡片、运行日志与每日定时录入让故障可见。
Built for continuous discovery为持续发现而构建Signal → judgment → action信号 → 判断 → 行动
Featured tool重点工具

Meeting Matrix

Turn meeting notes or audio into an actionable Eisenhower matrix, ready to copy and export.把会议文字或录音转成可执行的艾森豪威尔四象限待办，支持复制与导出。
AI TOOL

Resume AI Optimizer

Analyze a résumé against a target role and turn vague improvements into specific actions.针对目标岗位分析简历，把模糊的“需要优化”变成具体行动。

Workflow case study工作流案例

From inquiry
to next action.从一条询盘
到下一步行动。

A deployed AI-assisted intake workflow for turning messy business requests into structured records a human can review and act on.一个已经部署的 AI 辅助线索工作流，把杂乱的业务需求整理成可供人复核和行动的结构化记录。

Independently built and deployed独立构建并部署

AI Lead Intake & Follow-up

The system validates an incoming request, extracts requirements, classifies fit and urgency, detects missing information, stores the result in Supabase/PostgreSQL, and prepares a draft follow-up while keeping the final decision with a human.系统校验输入、提取需求、判断匹配度与紧急程度、识别缺失信息，将结果写入 Supabase/PostgreSQL，并生成跟进草稿，同时保留人工复核和最终决策。

  • Responsive intake page connected to n8n through a webhook.响应式录入页面通过 Webhook 连接 n8n。
  • Structured AI output with quality gating and human review.AI 结构化输出配合质量门禁与人工复核。
  • Persistent lead records for traceable follow-up.线索持久化保存，便于追踪后续跟进。
n8nSupabase / PostgreSQLNode.jsWebhooksHuman review
22 sec showcaseLive workflow · review-ready
Open channel保持连接

Have a complicated problem worth simplifying?有一个值得被简化的复杂问题？

I am interested in practical AI products, workflow architecture and collaborations that lead to something people can genuinely use.我关注实用 AI 产品、工作流架构，以及最终能做出真实可用成果的合作。

BYB-LAB ↗Bilibili ↗