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ChEpOi
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ChEpOi
@syafiza
Chief Coolycative Officer at Traveller by design
Kuala Lumpur, Malaysia Katılım Ekim 2008
5.3K Takip Edilen2.1K Takipçiler
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US President Donald Trump says Iran is in a “state of collapse” and has reached out to Washington to request the lifting of its naval blockade on Iranian ports.
🔴 Follow our LIVE coverage: aje.news/wtfz0w

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@WhiteHouse nobody trust you..... your opinion changed every 6 minutes. kah kah kah kah
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@NaratifRakyat min ada berapa kenderaan diesel? kah kah kah kah..... post geran kenderaan diesel ko kat sini nak tengok. meroyan sakan. bukan apa yang dok ,eroyan ni dia guna kenderaan diesel dia cuma keretapi dengn bas je... itu pun bukan dia punya... dia bayar tambang je tumpang ke destinasi.
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@ProfessorPape the most lest smart president in the billion years of world history. He blocksde hid own economy. Iran not suffering at sll. Now we understand that he was successful in business is not he smart, it's his assistant smarts. when the assistant no longer with him, we all see his true
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🧠 AI Systems Explained Simply (But Powerfully)
Still confused about how AI actually works?
Think of it like a human body 👇
🧠 LLM = Brain
The core intelligence
• Generates responses
• Understands language
• Powers everything
📚 RAG = Brain + Knowledge
Adds real-world context
• Connects to documents & databases
• Reduces hallucination
• Makes AI more accurate
🤖 AI Agents = Brain + Hands
This is where things get real
• Takes actions
• Uses tools & memory
• Automates workflows
🔗 MCP = Nervous System
The most underrated layer
• Connects all tools & systems
• Enables real-time communication
• Foundation for scalable AI architecture
💡 What most people miss:
They stop at LLMs (ChatGPT level)
👉 But real value starts when you combine:
LLM + RAG + Agents + MCP
🔥 My Perspective (AI + Cloud + DevOps):
AI is not a tool.
It’s a system architecture problem.
If you design it right:
✔ Better accuracy
✔ Real automation
✔ Scalable solutions
If not:
❌ Just another chatbot
📌 Final Thought:
The future belongs to people who can:
👉 Connect intelligence (LLMs)
👉 With knowledge (RAG)
👉 And action (Agents)
👉 Through systems (MCP)
I’m actively building production-ready AI systems using this layered approach.
If you’re exploring similar architecture — let’s connect 🤝

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Don't waste Claude's potential with weak prompts.
Instead, use 1 of these 8 frameworks:
Most people type a question and hope for the best. That's not prompting. That's guessing.
The difference between average and elite AI output? Structure.
Here are the 8 frameworks I use every single day:
1️⃣ C L A R I T Y
Context → Look & Feel → Ask → Rules → Input → Target → You
2️⃣ S O C R A T E S
Situation → Objective → Constraints → Role → Action → Thinking → Evaluation → Summary
3️⃣ A N T I C I P A T E
Audience → Need → Task → Information → Constraints → Illustrate → Plan → Act → Test → Enhance
4️⃣ P A R T N E R
Purpose → Audience → Research → Think → Narrow → Execute → Review
5️⃣ T R U S T
Task → Reason → Understand → Structure → Tailor
6️⃣ R I P P L E
Role → Input → Process → Points → Layout → Evaluate
7️⃣ C A T C H
Context → Aim → Tone → Criteria → Help
8️⃣ M A G I C
Motivation → Audience → Goal → Input → Create
Once you start using these, you can't go back to random prompting.
Your outputs become faster, sharper, and actually useful.

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Digestion Time Guide for Foods & Drinks
1. 💧 Water — About 5 minutes
2. ☕ Tea / Black Coffee — 15–30 minutes
3. 🥤 Soft Drinks / Fruit Juice — 20–40 minutes
4. 🍉 Watermelon — Around 20 minutes
5. 🍊 Citrus Fruits — About 30 minutes
6. 🥗 Raw Vegetables — 30–40 minutes
7. 🍎 Apple / Pear — Around 40 minutes
8. 🐟 Fish — 30–60 minutes
9. 🥔 Boiled Potatoes — About 1 hour
10. 🥚 Eggs — 30 minutes–2 hours
11. 🍚 White Rice — 1–2 hours
12. 🐔 Chicken — 1.5–2 hours
13. 🍝 Pasta — 2–3 hours
14. 🍞 Bread / Toast — 2–3 hours
15. 🥩 Beef / Red Meat — 3–4 hours
16. 🧀 Cheese & Fried Fatty Foods — 4–6 hours

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Bekas Menteri Kesihatan, Khairy Jamaluddin membidas pengkritik PKR yang mengutuk tindakan Umno Negeri Sembilan menarik balik sokongan terhadap Menteri Besar Aminuddin Harun, mengingatkan mereka tentang percubaan pada 16 September 2008 untuk menggulingkan kerajaan persekutuan.
Dalam beberapa siri catatan di Instagram Stories, bekas ahli parlimen Rembau itu mencabar mereka yang menuduh Umno 'tebuk atap' membandingkannya dengan percubaan Anwar Ibrahim - yang merupakan ketua pembangkang ketika itu - menjatuhkan kerajaan Barisan Nasional (BN) di bawah Abdullah Ahmad Badawi.
"Ramai orang berfikiran cetek dalam PH (pasukan X dan pasukan B) menyerang Umno kerana bersikap oportunis dan menjadi penyebar politik pintu belakang/tebuk atap dalam memanfaatkan krisis untuk melancarkan rampasan kuasa.
"Saya cadangkan semua orang (terutamanya generasi muda) untuk mencari tahu apa yang pernah direncana untuk berlaku pada 16 September 2008 bagi mengetahui siapa yang memulakan politik tebuk atap di Malaysia," katanya.
Berita penuh: malaysiakini.com/news/773879

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