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🔥 Most people use AI "to write code..." but the pro-level uses AI "design the whole system." 🧠🔥

💡 EP.12 of Web App 201, we will take to understand the System Thinking concept and use AI to help lay down the professional Web App structure.

- Visualize the system before you start writing.

- Reduce structural problems later.

- Make big projects easier.

🧠 System Thinking = looking at "the whole system," not just web pages. 👀

Things to think about before you start:

- 👤 Who's User?

- 🎯 What's the system target?

- 🔄 Data Flow running?

- 🔐 Do you have user rights?

- 📊 What information do you need?

- ⚡ How will the system scale in the future?

What can AI help?

- 🧩 Place Architecture

- 📂 Design Database

- 🧭 Mapping User Flow

- ⚙️ Introducing Tech Stack.

- 📋 Generate Requirements / Feature List

💡 Trick important.

Before the AI writes the code,

→ Always let AI "think as System Designer" first.

Such as "online queue reservation system."

AI can help place that:

- What can User / Admin do?

- What table does it need?

- Flow. How does the reservation work?

- What notifications do you need?

👉 to start developing much faster and more systematically.

🛠️ How to

1. Describe the Pain Point of the system.

2.Let AI analyze User Flow

3. Create Feature List

4.Paste Database + API Flow

5. Gradually start Generate Code one section at a time.

🚀 If you have the opportunity to create one Web App system... what problems do you want most? 🤔👇

Try to comment on the idea.

Maybe AI can help turn that idea into a real system. 🚀

# WebApp 201 # SystemThinking # AI design system # WebDevelopment # PromptEngineering

5/20 Edited to

... Read moreเมื่อผมเริ่มใช้ AI ในการออกแบบระบบ Web App พบว่าการใช้วิธีคิดแบบ System Thinking ช่วยให้การพัฒนาเป็นระบบและมีประสิทธิภาพมากขึ้นอย่างชัดเจน แทนที่จะให้ AI เขียนโค้ดทีเดียวในขั้นตอนแรก ผมมักเริ่มด้วยการให้อธิบาย Pain Point หรือปัญหาของระบบก่อน จากนั้นปล่อยให้ AI วิเคราะห์ User Flow และจัดทำ Feature List ตามความต้องการจริงของผู้ใช้และเป้าหมายของระบบ ผมได้ทดลองใช้ AI ช่วยวางโครงสร้าง Database และ API Flow ให้สอดคล้องกับการทำงานของระบบ ซึ่งช่วยลดข้อผิดพลาดและแก้ไขโครงสร้างในระหว่างพัฒนาน้อยลงมาก AI ยังช่วยแนะนำ Tech Stack ที่เหมาะสมตามฟีเจอร์ที่ต้องการ และสามารถสร้าง Requirement หรือรายการฟีเจอร์ครบถ้วนให้พร้อมสำหรับพัฒนาโค้ดทีละส่วน ทำให้เริ่มงานได้เร็วและระบบมีความยั่งยืนในระยะยาว ตัวอย่างเช่น การออกแบบระบบจองคิวออนไลน์ AI ช่วยแยกระหว่างบทบาท User และ Admin, กำหนด Table ต่างๆ ในฐานข้อมูล, อธิบาย Flow การจองอย่างชัดเจน และระบุขั้นตอนแจ้งเตือนที่จำเป็น ทำให้ทีมสามารถทำงานต่อได้รวดเร็วขึ้นโดยไม่ต้องเสียเวลาหาแนวทางใหม่ ผมขอแนะนำว่า ก่อนให้ AI เขียนโค้ด ควรให้ AI “คิดเป็น System Designer” เพื่อวางโครงสร้างอย่างมืออาชีพ ซึ่งจะช่วยประหยัดเวลาและลดความซับซ้อนในโปรเจกต์ขนาดใหญ่ได้อย่างมาก สุดท้าย หากคุณกำลังมองหาวิธีพัฒนา Web App ที่มีประสิทธิภาพ ลองใช้ AI มาออกแบบระบบตั้งแต่ต้นดูครับ มันจะช่วยเปลี่ยนไอเดียของคุณให้กลายเป็นระบบจริงได้เร็วและแม่นยำขึ้นแน่นอน

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simple, calm, and easy to stick with 📓 Day One Journal a clean space to write and reflect without pressure, making journaling feel natural 🌄 Not Boring Vibes interactive soundscapes that turn everyday moments into something more intentional 🎮 imagi a playful way to explore coding through
Minty_cc

Minty_cc

15 likes

How EMDR Therapy Uses Eye Movements to Heal Trauma
#EMDR #TraumaHealing #EyeMovements #NeuroscienceBasedTherapy Oregon
Soft Truths 🪽

Soft Truths 🪽

12 likes

The title 'Cheap Flight Hacks' with the subtitle 'No points. No status. No travel agent. 7 prompts flipped how I book forever' is displayed over a swimming pool with an inflatable float and a straw hat.
A prompt titled 'Find overlooked budget routes' with instructions for a travel deal analyst is displayed over an image of a person holding a white surfboard in water.
A prompt titled 'Identify sweet spots with flexible timing' asking for best flight days/times is displayed over an image of hands reaching into sparkling water.
🍋no points, no hacks, just ✨delulu-level prompts🍋
Swipe through to steal the same prompts I used to outsmart the system and book bougie on a budget. 👛✈️ This is your sign to travel smarter, not spendier. 💡 Pro tip: Save this post and keep these prompts handy for your next trip. Because rich & pretty girls don’t overpay for flights—we mani
Conway - Richer & Prettier

Conway - Richer & Prettier

18 likes

🥫 Pantry Organization Tips That Make Cooking Easier
A disorganized pantry costs more than people realize. It wastes money. It wastes food. And somehow it makes dinner feel 10x more stressful because you KNOW you bought taco seasoning… but now it’s apparently living in another dimension. 😅 I used to just shove groceries wherever they fit.
Taiana 🍳

Taiana 🍳

35 likes

Change your life by changing your nervous system
Full journal in bio
Jacqueline

Jacqueline

8 likes

A Reflection on Compassion, Humility, and the Future 🫶
Learning to Share the World with AI: A Reflection on Compassion, Humility, and the Future - When I Realized I Was Speaking with an AI Agent 🤖 I recently found myself in a conversation on Mastodon that began as an ordinary exchange about artificial intelligence and compassion, but slowly became
Pitarra

Pitarra

1 like

This image illustrates the Android Filesystem Structure, detailing various directories like /apex, /data, and /system, along with their specific functions. It shows how core OS files, installed apps, user data, and system components are organized. Created by Dan Nanni.
Android file system hierarchy
Android uses a Linux based file system organized into several main areas. /system stores the core OS files, /data holds installed apps and user data, and /storage provides access to internal and external storage where files like photos and downloads live 😎👆 Find high-res pdf ebooks with all my t
Learn Linux with Dan

Learn Linux with Dan

20 likes

🗓 Step-by-Step 7-Day Content Creation System
Step 1 – Pick Your 3 Content Pillars (10 min) Choose 3 themes you want to cover this week: • Authority (educational tips, frameworks, myths) • Connection (stories, personal experiences, relatable posts) • Conversion (offers, testimonials, calls to action) 📌 Examp
POSH🌸

POSH🌸

13 likes

A person is shown coding at a desk in a dimly lit room, with a computer monitor displaying lines of code. The image features text overlay 'TOP 5 PROGRAMMING LANGUAGES FOR BEGINNERS' and a 'LEARN MORE' button, aligning with the article's theme of starting to code.
A computer setup displays a list of the 'TOP 5 PROGRAMMING LANGUAGES FOR BEGINNERS': Python, JavaScript, Java, C++, and Scratch. Each language includes a brief description and an icon, directly illustrating the article's main content.
A neon-lit desk setup features a computer displaying a purple galaxy wallpaper. An overlay asks, 'COMMENT IF YOU'LL TRY CODING IN 2025!', serving as a call to action related to the article's theme of learning to code.
2025 Is The Year You Learn How To Code 👾💜
Top 5 Programming Languages for Beginners Starting your coding journey can be overwhelming, but choosing the right language makes all the difference. Here are five beginner-friendly programming languages, each with its own strengths, to help you get started. Python is a favorite for beginners
CompSkyy

CompSkyy

60 likes

🌿Cleanse the Blood, Support the Immune System🌿
As a Herbal Naturopath, I incorporate Burdock into my detox regimen every 3–6 months, often pairing it with other supportive herbs to enhance its effectiveness. Burdock is known for its ability to cleanse the blood, support liver function, and help eliminate toxins from the body. By combining it wi
Herbswithjen

Herbswithjen

181 likes

💗 Female Reproductive System & Obstetrics Facts 💗
Let’s dive into the beautiful and powerful design of the female body 👑🌸 👩‍⚕️ Female Reproductive Anatomy: Explained in depth 🧠 The female reproductive system is responsible for creating life, regulating hormones, and facilitating the menstrual cycle. It includes both internal and external str
👸🏽

👸🏽

428 likes

Ungatekeeping my content system 🍋🍋
This is how I was able to post consistently on Instagram for close to 4 years, 4-6 posts per week and never burn out 🔥 #digitalmarketing #letschat #lemon8contest #digitalproducts #lemon8creationtool
DIGITAL VIRAL BOSS

DIGITAL VIRAL BOSS

246 likes

A flat lay of skincare products, supplements, a yoga mat, notebook, and pen, with text 'how to build a morning routine you are obsessed with'.
Text describes a past morning routine of 'snooze -> rush -> work' and dread, with bullet points listing negative aspects like checking phone and few moments of joy.
Text discusses craving slow mornings and research on anticipation and dopamine, explaining how it creates excitement, motivation, and sustainable habits.
Level up your morning routine
Hey Sis how’s your morning been going? Are you tire of the same routine is being a vanilla girl not cutting it. Are you quitting the 5a.m. Club? Are you just done with hitting snooze just to get 5more mins only to rush into work late! Do you want change? Something real and authentic that works for
NaeNae

NaeNae

1126 likes

chaotic playroom to calm toddler space
Dad here. Our playroom had hit full chaos mode, toys everywhere, walls cluttered, and honestly nobody played in there anymore. So I did a $30 reset on a Sunday and it changed how our toddler uses the room. Here is exactly what I did. Step one, clear the entire floor first. Empty it out, sweep it
The Quiet Parent

The Quiet Parent

1 like

America Is a Republic—Not a Democracy, by Design
The United States was never intended to be a democracy. Our Founding Fathers went to great lengths to ensure that we were a constitutional republic, not a direct democracy. The word “democracy” does not appear in the Declaration of Independence, the Constitution, or any of our founding documents—fo
THE BOSS

THE BOSS

64 likes

Penguin Pouch With Clever Portable Design
A handmade sunglasses pouch with a really clever design. At first glance it looks like a cute penguin charm, but it opens into a soft pouch that can hold your sunglasses neatly when you are out and about. This piece stands out because the design is both playful and practical. The penguin shape m
FolkMake

FolkMake

8 likes

Circulatory System 🩺🫀
New Cover Picture cause I deleted my other one accidentally, next up is the Nervous SystemA💡 #lemon8notes #notes #studygram #iloveyou #circulatorysystem
🕯 Siiri 🌹

🕯 Siiri 🌹

7 likes

"Working harder won't fix 'one-income' anxiety. 🕊️ Building a system will. Here
Inflation is rising, but most paychecks aren't. 🕯️ If you feel like you’re doing everything "right" but still feel stuck, it’s because you’re trading your time for a fixed amount of money. The moment I stopped relying on a single paycheck was the moment I finally felt like I could br
Herwayytomakeabagg

Herwayytomakeabagg

1 like

Unlock the real system behind your tarot deck
We are starting a new series to go beyond basic memorization and explore the deep history and symbolism woven into the Rider-Waite-Smith cards. This is Part 1 of our journey into the minds of its creators and the secret societies that influenced them. #witchtok #darkfeminine #witchyvibes
Audinceed Jewelry

Audinceed Jewelry

32 likes

Evolution didn’t design you for 24/7—your limits are biological wisdom
We live in a world that runs 24/7. Notifications. Deadlines. Infinite input. And somewhere along the way, we started believing that needing sleep, food, and rest meant we were inefficient. But evolution did not design you for nonstop stimulation. It designed you for rhythm. For recover
Dr katie dealing healing 💖

Dr katie dealing healing 💖

2 likes

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