Code Maxing – Telegram
Code Maxing
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Hey there!. My name is Yeabsira. I yap about AI/ML Engineering and Cloud.

DM: @iamyeabsira
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AWS Services Series — AWS EC2

AWS EC2 is basically just a server in the cloud but you configure everything.

You choose the image (OS), but you install and configure things like Nginx, security groups (firewall), networking, storage, etc.
👉 Total flexibility.

💰 Pricing:
EC2 charges you per uptime from the moment the instance starts until you stop it.
Typical pricing (varies by region):
* t3.medium: ~$0.0416/hour
* Also you will be paying for storage EBS(~$0.08–$0.125 per GB/month) also Public IPV4 address

⚠️ If your instance is running idle, you STILL pay.

@codemaxing
Whenever I am building an API, I make sure it handles these things

Rate Limiting
Caching
Auth
Validation
Logging
Versioning
Graceful Failure

If you're just returning JSON, you're just exposing a DB.

@codemaxing
Cooking some weird ass project
Might sound a bit weird 😁, but I’m building Current.fm, a platform where you can stream your Spotify music listening to the world. It aggregates everyone listening to the same song as you, shows who they are, and displays the top 10 songs being streamed right now, including breakdowns by country.

You can just connect your Spotify and just leave it and it will stream as long as you don't pause the song.

What do you think?
Watch the demo.

@codemaxing
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Recommended Backend Data Flow

1. Client side HTTP request
2. Server parses request to JSON
3. Middleware checks auth
4. Controller maps routes
5. Service layer does logic
6. DB query runs
7. Response returns

Your fs should look like this

├── src/
│ ├── middleware/
│ │ └── auth.ts
│ │
│ ├── routes/
│ │ └── user.routes.ts
│ │
│ ├── controllers/
│ │ └── user.controller.ts
│ │
│ ├── services/
│ │ └── user.service.ts
│ │
│ ├── models/
│ │ └── user.model.ts
│ │
│ ├── app.ts
│ └── server.ts

├── package.json
└── .env

@codemaxing
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We hit 1⃣0⃣0⃣ subscribers — thank you, everyone!! 🙌

Special thanks to @Nahom_Biruk for pushing me to start this channel.

Be sure to check out his channel too: https://news.1rj.ru/str/cyber_Guardian5

Now that we’ve reached 100 subscribers, I’m planning to expand to other platforms like X, Instagram, LinkedIn, and TikTok. Stay Tuned!!
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Never thought I would cry to a painting.
Love these!!

@codemaxing
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How to Choose Your Backend Stack

1️⃣. Node.js (Express / NestJS)
Best For: Real-time apps (Chat, Gaming), I/O intensive tasks, CRUD apps, and MVP startups.
When to avoid: CPU-heavy tasks like video encoding or heavy data crunching.

2️⃣. Python (Django / FastAPI)
Best For: AI/ML integration, Data Science backends, and rapid development.
When to avoid: If you need the absolute lowest latency for high-frequency trading or real-time sockets.

3️⃣. Go (Gin / Echo)
Best For: Microservices, Cloud-native apps, and high-concurrency and performance systems.
When to avoid: Small, simple CRUD apps where development speed is more important than raw performance.

4️⃣. Java (Spring Boot)
Best For: Enterprise-level applications, Banking, and complex Distributed Systems.
When to avoid: Fast-moving startups or lightweight hobby projects.

@codemaxing
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We had a great meetup with @Nahom_Biruk. We discussed many valuable ideas and how we can achieve our goal of making $200k in 90 days.

I’ll be sharing my daily progress as I work toward my personal goal of $150k in 90 days. Stay Tuned.

@codemaxing
🔥61
But I am excited to tell you that I have already achived my goal of making 150k Zimbabwean dollar!!🥳🎉
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