#🔥 Python OOP Example: Follow System Simulation

# Define a User class
class User:
    
    # Initialize user with ID and username
    def __init__(self, user_id, username):
        self.id = user_id                # Unique ID
        self.username = username         # User's name
        self.followers = 0               # Starts with 0 followers
        self.following = 0               # Starts with 0 following
    
    # Define a follow method: this user follows another user
    def follow(self, user):
        user.followers += 1             # The other user gains a follower
        self.following += 1             # This user follows someone


# Create two users
user1 = User("0.01", "Hosama")
user2 = User("0.02", "Angela")

# user1 follows user2
user1.follow(user2)

# Print current stats
print(user1.followers)   # Output: 0 → Hosama has no followers
print(user1.following)   # Output: 1 → Hosama is following Angela
print(user2.followers)   # Output: 1 → Angela is followed by Hosama
print(user2.following)   # Output: 0 → Angela is not following anyone

#🔥 Python OOP Example: Follow System Simulation

# Define a User class
class User:
    
    # Initialize user with ID and username
    def __init__(self, user_id, username):
        self.id = user_id                # Unique ID
        self.username = username         # User's name
        self.followers = 0               # Starts with 0 followers
        self.following = 0               # Starts with 0 following
    
    # Define a follow method: this user follows another user
    def follow(self, user):
        user.followers += 1             # The other user gains a follower
        self.following += 1             # This user follows someone


# Create two users
user1 = User("0.01", "Hosama")
user2 = User("0.02", "Angela")

# user1 follows user2
user1.follow(user2)

# Print current stats
print(user1.followers)   # Output: 0 → Hosama has no followers
print(user1.following)   # Output: 1 → Hosama is following Angela
print(user2.followers)   # Output: 1 → Angela is followed by Hosama
print(user2.following)   # Output: 0 → Angela is not following anyone

🔥 Python OOP: Simulate a Follow System Like Instagram/Telegram!

Using just one class and a few lines of code, we can simulate a real-world "Follow" feature. In this example:

✅ Each user has:
- An ID and username
- A follower count
- A following count

✅ The follow() method:
- Lets one user follow another
- Updates both users' counts accordingly

🧠 Try making it more realistic: show mutual follows, unfollow feature, or a display method!

#python #oop #beginnercode #telegrambot #follow

🏙 AI Will Fully Manage Abu Dhabi

BOLD Technologies and My Aion are building Aion Sentia, an AI platform to manage Abu Dhabi's entire urban system — transport, healthcare, education, and more launching in 2027.

🧠 The AI “brain,” MAIA, will learn from real-time data to adjust services automatically. Citizens can use an app to get personalized help — even book dinner without lifting a finger!

💲 Costing \$2.5B, the system will be handed to local authorities after investors profit. Expansion to Europe and the U.S. is planned.

❤️ — Yes, I want this future!
🙈 — But what about privacy?

#smartcity #AI #futuretech #UAE
https://t.me/ethhostech

🎲 Almost One in Four Children Already Uses AI

In the UK, 22% of children reported using AI, according to researchers at the Alan Turing Institute and the Lego Foundation. They recently surveyed more than 800 schoolchildren aged 8-12 and over 1,000 teachers. The most popular generative AI tools among kids are ChatGPT, Gemini, and My AI from Snapchat.

🧩 At the same time, most children have never heard of the term "generative AI."

🧩 Children in private schools, as well as students with additional learning needs, use ChatGPT significantly more often. The students with learning difficulties say AI primarily helps them formulate their thoughts.

🧩 About half of children familiar with AI use bots for entertainment, such as creating funny pictures. Older children (11-12) turn to AI to search for information and help with homework.

🧩 76% of parents whose children regularly use AI approve of this. However, almost all worry that their children will encounter inappropriate content.

🎲 ከአራት ልጆች አንድ ማለት ይቻላል አስቀድሞ AI ይጠቀማል

በአላን ቱሪንግ ኢንስቲትዩት እና በሌጎ ፋውንዴሽን ተመራማሪዎች እንደተናገሩት በዩኬ ውስጥ 22% የሚሆኑት ልጆች AI መጠቀማቸውን ተናግረዋል ። በቅርቡ እድሜያቸው ከ8-12 የሆኑ ከ800 በላይ ተማሪዎችን እና ከ1,000 በላይ መምህራንን ዳሰሳ አድርገዋል። በልጆች መካከል በጣም ታዋቂው የጄነሬቲቭ AI መሳሪያዎች ChatGPT ፣ Gemini እና My AI ከ Snapchat ናቸው።

🧩 በተመሳሳይ ጊዜ፣ ብዙ ልጆች ስለ "generative AI" ቃል ሰምተው አያውቁም።

🧩 በግል ትምህርት ቤቶች ያሉ ልጆች እና ተጨማሪ የመማር ፍላጎት ያላቸው ተማሪዎች ቻትጂፒትን በብዛት ይጠቀማሉ። የመማር ችግር ያለባቸው ተማሪዎች AI በዋነኛነት ሃሳባቸውን እንዲቀርጹ ይረዳቸዋል ይላሉ።

🧩 ከ AI ጋር ከሚያውቁት ልጆች መካከል ግማሽ ያህሉ ቦቶችን ለመዝናኛ ይጠቀማሉ፣ ለምሳሌ አስቂኝ ምስሎችን መፍጠር። ትልልቅ ልጆች (11-12) መረጃ ለመፈለግ እና የቤት ስራን ለመርዳት ወደ AI ዘወር ይላሉ።

🧩 76% የሚሆኑት ልጆቻቸው AI በመደበኛነት የሚጠቀሙባቸው ወላጆች ይህንን ያጸድቃሉ። ነገር ግን፣ ሁሉም ማለት ይቻላል ልጆቻቸው ተገቢ ያልሆነ ይዘት ያጋጥማቸዋል ብለው ይጨነቃሉ።

🧩 75% የሚሆኑ አዋቂዎች AI መጠቀም የህጻናትን ሂሳዊ አስተሳሰብ እንደሚያዳክም አይገለሉም።

🧩 አብዛኛዎቹ አስተማሪዎች በአይ የመነጨ ይዘትን እንደራሳቸው አድርገው የሚያቀርቡ ተማሪዎችን ይይዛሉ። በተመሳሳይ ጊዜ 60% የሚሆኑት መምህራን ራሳቸው በስራቸው ውስጥ ቻትቦቶችን ይጠቀማሉ::

11 High Income Skills You Can Learn For Free Online (YouTube)

1. Copywriting
2. Photography
3. Video Editing
4. Digital Marketing
5. Web Development
6. Graphic Designing
7. Game Development
8. Software Development

Learn for free
👇👇
A.  Learn copywriting
1. youtu.be/Pum2gV7N_9A

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B. Learn photography

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F. Learn graphic designing

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J. Learn game development

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🐶 Python OOP: Inheritance and Method Overriding

In this example, we define a base class Animal and extend it with a subclass Dog. The Dog class overrides the breath() method and adds a new method called swim().

💡 Key Concepts:

super() to reuse parent methods and constructors
Method overriding to add custom behavior in child classes
Class-based code organization in Python

class Animal:
    def __init__(self):
        self.num_eyes = 2

    def breath(self):
        print("inheal ,exhale")

class Dog(Animal):
    def __init__(self):
        super().__init__()

    def breath(self):
        super().breath()
        print("by it is  mouth")

    def swim(self):
        print("woof")

moomy = Dog()
moomy.breath()
moomy.swim()

🖨 Output:

inheal ,exhale
by it is  mouth
woof

🔁 Practice modifying the class or adding more animals!
Python #OOP #Inheritance #TechWithHos #LearnToCode

📊 "Reading CSV Files with Python & Pandas!"
#TechWithHos #PythonTips #DataScience*

🚀 *"Data is the new oil — and Python is the drill."*

In this snippet, we explore how to read and extract data from a CSV file using both Python’s built-in csv module and the powerful Pandas library.

import csv
'''
with open("/Users/kvava/OneDrive/Desktop/002 weather-data.csv") as data_s:
    h = data_s.readlines()
    print(h)

with open("/Users/kvava/OneDrive/Desktop/002 weather-data.csv") as data_s:
    data = csv.reader(data_s)
    tempratures = []

    for row in data:
        if row[1] != "temp":
            temp = int(row[1])
            tempratures.append(temp)
    print(tempratures)
    '''
import pandas

data = pandas.read_csv("/Users/kvava/OneDrive/Desktop/002 weather-data.csv")
print(data["temp"])

🔍 What this code does:

1. The first part (commented out) uses the csv module to manually read temperature values from a CSV file.
2. The second part uses Pandas to read the same file more efficiently — and directly accesses the "temp" column.

📌 Why use Pandas?
Pandas is a powerful Python library for data manipulation and analysis. It makes working with structured data super easy — whether it’s filtering rows, summarizing columns, or transforming tables.

🔥 With Pandas, a few lines of code can replace dozens!
Perfect for data science, machine learning, or just wrangling messy spreadsheets.



💡 Follow @TechWithHos for more Python & tech tips like this!
\#Python #Pandas #CodeSnippet #CSV #LearnToCode #ProgrammingTips

🚀 Python List Comprehension – Clean, Powerful, and Pythonic! 🐍

List comprehensions make your code shorter, faster, and more readable. Whether you're transforming, filtering, or generating data—this tool is a must-know for any Pythonista!

Here’s a quick showcase of how elegant Python can be 👇

# Add 1 to each item in a list
new_numbers = [item + 1 for item in numbers]

# Turn a string into a list of characters
name = "Angela"
new_list = [letter for letter in name]

# Square numbers from 1 to 4
new_double = [d * d for d in range(1, 5)]

# Double the numbers from 1 to 4
new_one = [s + s for s in range(1, 5)]

# Filter names with exactly 4 letters
names = ["Alex", "beth", "caroline", "Dave", "elias", "freddie"]
short_names = [sh for sh in names if len(sh) == 4]

# Capitalize names longer than 5 letters
capitalized = [ca.upper() for ca in names if len(ca) > 5]

⚡️ Why use list comprehensions?
✅ More readable than loops
✅ Great for data transformations
✅ Ideal for filtering and mapping
✅ Just look cooler 😎

🧠 Try tweaking the conditions and expressions—it's one of the fastest ways to learn Python.

\#Python #ListComprehension #CodeSnippet #PythonTips

# HsAd - Simple GUI using Tkinter

from tkinter import * # Import everything from tkinter (GUI library)
import turtle # Imported but not used in this program

# Create the main window
windows = Tk()
windows.title("My First GUI") # Set window title
windows.minsize(width=5, height=5) # Minimum window size
windows.config(padx=20, pady=20) # Add padding around the window

# ---------------- Label ----------------
# Create a label widget
my_label = Label()
my_label.grid(column=1, row=1) # Place label in grid at column 1, row 1
my_label.config(text="New Text") # Set default text

# ---------------- Button Function ----------------
# Function that runs when the button is clicked
def button_clicked():
input_text = input.get() # Get the text from input field
my_label.config(text=input_text) # Update label text with input

# ---------------- Buttons ----------------
# Create a button that calls 'button_clicked' function when clicked
button = Button(text="Click Me", command=button_clicked)
button.grid(column=2, row=2) # Place the button in grid

# Create a second button (no functionality added yet)
new_button = Button(text="Heyz Come Here")
new_button.grid(column=3, row=1)

# ---------------- Entry (Input Field) ----------------
# Create an input field for user to type in
input = Entry(width=10)
input.grid(column=4, row=3) # Place the input field in grid

# ---------------- Run the GUI ----------------
windows.mainloop() # Start the Tkinter event loop (keeps window open)




🖥️ Python Tkinter GUI - Beginner Project

Hey coders! 👋 Here is Tech with hos
Here's a basic GUI (Graphical User Interface) created using Tkinter in Python. This project includes:

✅ A window with a title
✅ A label to display text
✅ An input box to type text
✅ A button that updates the label with your input
✅ Another button just for fun

💡 When you type something in the box and click "Click me", the label updates with what you typed. Cool, right?

Perfect for beginners to understand how GUI elements like labels, buttons, and input fields work together. 💻✨

#Python #Tkinter #Beginner #GUI #CodeLearning
#Tech with hos

🚘 ቴስላ የሮቦታክሲ አገልግሎትን በአሜሪካን ጀመረ። ሰኔ 22፣ ነጭ የቴስላ ሞዴል Y ተሽከርካሪዎች Robotaxi ምልክት የተደረገባቸው በኦስቲን ፣ ቴክሳስ ጎዳናዎች ላይ መሥራት ጀመሩ። የማሽከርከር አፕሊኬሽኑ በአሁኑ ጊዜ ግብዣ-ብቻ እና ለተመረጡ ባለሀብቶች እና የቴስላ አድናቂዎች የተገደበ ነው። ርቀት ምንም ይሁን ምን እያንዳንዱ $4.20 ያስከፍላል። አብራሪው እስከ 20 የሚደርሱ ተሽከርካሪዎችን ያካትታል። 🔄 ሙሉ በሙሉ ራሱን የቻለ? በቦርዱ AI የተጎላበተ የቴስላ ሙሉ ራስን የማሽከርከር ስርዓት ተሽከርካሪውን ይቆጣጠራል። ምንም ሹፌር የለም፣ ነገር ግን የደህንነት ኦፕሬተር የፊት ተሳፋሪ መቀመጫ ላይ የአደጋ ጊዜ ማቆሚያ ቁልፍ ይዞ ጉዞውን ይከታተላል። መኪናውን አይቆጣጠሩም እና ከተሳፋሪዎች ጋር አይገናኙም. ከመጀመርዎ በፊት ተሳፋሪዎች ቀበቶቸውን ማሰር አለባቸው - ከዚያ በኋላ ብቻ "የመጀመሪያ ጉዞ" ቁልፍ በመተግበሪያው ውስጥ ይታያል። በጉዞው ወቅት ተሳፋሪዎች ማቆሚያ ለመጠየቅ ወይም የርቀት ኦፕሬተርን ለማነጋገር የንክኪ ስክሪን መጠቀም ይችላሉ። የቴስላ ሰራተኞች የእያንዳንዱን ተሽከርካሪ እንቅስቃሴ በቅጽበት ይቆጣጠራሉ።
@Tech with hos

በአንድ ወር ግዜ እንግሊዘኛ እና አረቢኛ ማንበብ መጀመር ይፈልጋሉ ?

በዚህ ኮርስ በአንድ ወር ውስጥ ከፍተኛ ለውጥ ያመጣሉ።

ይህ ኮርስ ለጀማሪ ተማሪዎች በጥንቃቄ የተዘጋጀ ሲሆን ብቃት ባላቸው መምህራን የሚሰጥ ነው፡፡

ምዝገባው ሊጠናቀቅ የቀሩት ሁለት ቀናት ናቸው ፈጥነው ይመዝገቡ ።

ለመመዝገብ ይህን ሊንክ ይጠቀሙ => @brrin19

የቴሌግራም ቻናል ባለቤት ከሆኑ ማስታወቂያዎችን በቻናሎቻችሁ ላይ በመልቀቅ በቀላሉ ገንዘብ ያግኙ።

ይህን ማስታወቂያ የሚያዩበትን ቻናል ጨምሮ ከ 65+ በላይ ቻናሎች አብረውን እየሰሩ ነው፡፡

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BREAKING: GPT-5 is releasing for FREE this summer & Sam Altman just admitted that it’s smarter than him.

This might be the biggest AI leap we've ever seen.

Think about that for a second. The guy who's been at the forefront of AI development for years just said his own creation has surpassed him intellectually.

WOW!

Here's what Altman confirmed:

☑ GPT-5 launching between July-September 2025
☑ It won't launch unless it clears strict internal benchmarks
☑ They're killing the model picker - GPT-5 does everything automatically

☑ No more choosing between GPT-4, 4o, O1, or O3 - one system figures out what you need

What makes GPT-5 so powerful:

- One unified AI system: No more confusion about which model to use. GPT-5 automatically adapts to whatever task you throw at it.

- Chain-of-thought reasoning by default: Before, you had to prompt it to "think step by step." Now it reasons like a human automatically.

❎ Elon Musk Unveils Grok 4

The new model has a PhD-level expertise in every domain, claims xAI CEO Elon Musk. On the tough "Humanity's Last Exam" benchmark, Grok 4 scores 41%, beating OpenAI o3.

Grok 4 Heavy, capable of parallel reasoning, reaches 50.7%. It outperforms rivals across key benchmarks and scored 100% on the AIME 25 math test.

❎ ኢሎን ማስክ ግሩክ 4ን አስተዋወቀ አዲሱ ሞዴል በሁሉም ጎራ የዶክትሬት ደረጃ እውቀት አለው ሲል xAI ዋና ስራ አስፈፃሚ ኢሎን ማስክ ተናግሯል። በጠንካራው "የሰው ልጅ የመጨረሻ ፈተና" መለኪያ፣ ግሮክ 4 41% ውጤት አስመዝግቧል፣ OpenAI o3ን አሸንፏል። Grok 4 Heavy, ትይዩ የማመዛዘን ችሎታ ያለው, 50.7% ይደርሳል. በቁልፍ ማመሳከሪያዎች ተፎካካሪዎችን ይበልጣል እና በ AIME 25 የሂሳብ ፈተና 100% አስመዝግቧል። ይህ ከፍተኛ-ደረጃ ሁነታ በአዲሱ የ$300 በወር የደንበኝነት ምዝገባ እቅድ ይጀምራል።

https://t.me/ethhostech
#Tech with hos

This might be the AGI moment for consumer AI.

No context limits. No copy paste searching. No single-task thinking.

Grok 4 just launched, built to reason, see, speak, and code in real time.

ለጥንቃቄ ያህል🛑

🚫 የቴሌግራም አካውንቶን ከአጭበርባሪዎች ይጠብቁ‼️

👉በየጊዜው የኢንተርኔት ሀከሮች(ጠላፊዎች) በየ ጊዜው ሁኔታና ባሕሪያቸውን እየቀያየሩ የሰውን አካውንት የመጥለፍ ሙከራ ያደርጋሉ‼️

👉በዚህ ሰሞን ደግሞ የቴሌግራም አካውንቶን ወደ ፕሪሚየም አካውነንት በነፃ ያሳድጉ የሚል ማጭበርበሪያ ሊንክ ከተለያዩ አካውንቶች እየተሰራጨ ይገኛል።

👉⭕️በመሆኑም፦እንደዚህ ዓይነት ሊንኮችና ሌሎችም የማታውቋቸው ሊንኮች ከማታውቋቸውም ከምታውቋቸው ሰዎች ጭምር ሊደርሳችሁ ይችላል።

👉⭕️ እንደዚህ አይነት ሊንኮች በምትከፍቱበት ጊዜ የተፃፃፋችሁትንና  Join ያደረጋችሁትን ግሩፕና ቻናሉንና መረጃችሁን በማጥፋት እንደ አዲስ አካውንት እንድትክፍቱ ወይም አካውንቱ Delete ካላደረጋችሁ መጠቀም እንዳትችሉ ያደርጋል።

NB፦በምታውቋቸው ሰዎች የሚላከው ሊንክ አውቀው አይደለም የሚልኩት።እነሱም የተላከላቸው መልዕክት ሳያውቁ በሚከፍቱበት ጊዜ Telegram ላይ ለተገናኙት ጓደኛ ወይም ቤተሰብ በሙሉ በራሱ ጊዜ ስለሚልክ ነው።

👉መፍትሄ⤵️
⛔️ከማንኛውም ሰው በ cutt/ly ወይም bit/ly ወይም በሌላ በአጓጊ ነገሮች የሚጀምር ሊንክ አለመክፈት‼️
⛔️መልዕክቱ እንደገባ ሳይከፍቱ Delete ማድረግ።
⛔️አካውንታችሁን  በምታስታውሱት Password Two-Step Verification On ማድረግ‼️ 👇
https://t.me/abukiweb/416

🚀 New AI Drop: Kimi K2 by Moonshot AI
A 1T-parameter open-source LLM using Mixture of Experts—fast, efficient, and powerful for coding, data, and tools.
📊 Outperforms top models in math & programming.
🧠 128K context, API calls, charting, debugging (no reasoning mode).
📈 Already a top-10 model on OpenRouter.
💬 Natural, human-like tone. Free for commercial use.
🔗 Try it now + check the code on GitHub.

💬 Thoughts on Kimi K2? Tap “Comment” below to join the discussion!

#AI #KimiK2 #MoonshotAI #OpenSource

https://t.me/ethhostech

🚨 አስቸኳይ ዜና | ባይቢት (Bybit) የኢትዮጵያ ብርን ሊያሰናብት ነው! 🚨
ሰላም የቻናላችን ተከታታዮች፣
አሁን ከታዋቂው የክሪፕቶከረንሲ ልውውጥ መድረክ ባይቢት (Bybit) የደረሰኝ አስደንጋጭ ኢሜል እንደሚገልጸው፣ ኩባንያው የኢትዮጵያ ብርን (ETB) ከ P2P የንግድ መድረኩ ላይ ሊያስወግድ መሆኑን በይፋ አስታውቋል።
በኢሜይሉ መሰረት ይህ እርምጃ የተወሰደው "ከአዳዲስ የቁጥጥር ደንቦች ጋር ለመጣጣም" መሆኑ ተገልጿል።
ዋና ዋና ማወቅ ያለብን ቀናት እና ነጥቦች፡-
🗓️ የሚነሳበት ቀን: ጁላይ 21, 2025 ከጠዋቱ 10:00 AM UTC ጀምሮ።
📌 ከዚህ ቀን በኋላ ምን ይሆናል?
▪️ በP2P መድረክ ላይ የብር (ETB) የንግድ ጥንዶች ሙሉ በሙሉ ይሰረዛሉ።
▪️ አዲስ የብር ትዕዛዞችን ማስገባትም ሆነ መቀበል አይቻልም።
▪️ ሁሉም የብር (ETB) የንግድ ማስታወቂያዎች ይነሳሉ።
📢 ለተጠቃሚዎች የቀረበ ማሳሰቢያ:
በባይቢት ላይ በብር ግብይት ላይ የተሰማራችሁ ወይም በሂደት ላይ ያለ ትዕዛዝ (ongoing order) ያላችሁ ተጠቃሚዎች፣ ከተጠቀሰው ቀን በፊት ያሉ ትዕዛዞቻችሁን እንድታስተካክሉ እና አስፈላጊውን ጥንቃቄ እንድታደርጉ ባይቢት በጥብቅ አሳስቧል።
በሂደት ላይ ያሉ ክርክሮች (disputes) ካሉ መፍትሄ እስኪያገኙ ድረስ እንደሚቀጥሉ ተገልጿል።
ይህ ለኢትዮጵያውያን የክሪፕቶ ተጠቃሚዎች ትልቅ ዜና በመሆኑ መረጃውን ለጓደኞቻችሁ ሼር በማድረግ አድርሷቸው።
#Bybit #ETB #Ethiopia #CryptoEthiopia #P2P #BreakingNews

🫡 የቀዶ ጥገና ሮቦት ሙሉ በሙሉ ራሱን ችሎ ኦፕሬሽን አከናውኗል በጆንስ ሆፕኪንስ ዩኒቨርስቲ የተሰራው SRT-H ሮቦት የሃሞት ፊኛን የማስወገድ ሂደትን ቁልፍ አካል ያለ አንዳች ሰብአዊ መመሪያ ሙሉ በሙሉ አጠናቋል። ቡድኑ በሰዎች የተፈጸሙ ስህተቶችን እና የቀዶ ጥገና ሀኪሞች እንዴት እንዳስተካከሉ በማካተት ለ17 ሰአታት የሚጠጋ ትክክለኛ የቀዶ ጥገና ቪዲዮ ላይ አሰልጥኖታል። የሮቦቱ “AI አንጎል” ሁለት ሞጁሎች አሉት፡ አንደኛው የንግግር መመሪያዎችን በግልፅ ቋንቋ ይተረጉማል፣ ሌላኛው ደግሞ ወደ ትክክለኛ የመሳሪያ እንቅስቃሴዎች ይተረጉመዋል። ስለዚህ፣ SRT-H በቀዶ ጥገና ወቅት እንደ “ክሊፕ ተግብር” የሚለውን ትእዛዝ ተረድቶ እንደ ሰው የቀዶ ጥገና ረዳት ሊፈጽመው ይችላል። ✂️ ፈተናዎቹ ምን አሳይተዋል። SRT-H በእውነተኛ የእንስሳት አካላት ላይ 8 ስኬታማ ሂደቶችን አከናውኗል. እያንዳንዳቸው 5 ደቂቃዎችን ወስደዋል እና ቲሹዎችን ከመያዝ ጀምሮ ሃሞትን ከማስወገድ ጀምሮ ባለ 17-ደረጃ ሂደት ተከተሉ። ሮቦቱ የሆነ ችግር ሲፈጠር ፈልጎ ድርጊቱን አስተካክሏል። 💡 ይህ ለምን አስፈለገ ዳ ቪንቺ የቀዶ ጥገና ሮቦቶች - ተመሳሳይ የመሳሪያ ስርዓት SRT-H - ከ 2000 ጀምሮ በቀዶ ጥገና ክፍሎች ውስጥ ጥቅም ላይ ውለዋል ፣ ግን ሁልጊዜ ከሰው ጋር በመቆጣጠሪያዎች ውስጥ። የቀዶ ጥገና ሐኪም እያንዳንዱን ድርጊት ይመራል. SRT-H, በተቃራኒው, በማይታወቁ ሁኔታዎች ውስጥ እንኳን, በእውነተኛ ጊዜ የራሱን ውሳኔዎች ማድረግ ይችላል.

FYI: just wanna say whenever you build anything consider the below

- you might need to scale or pivot things so make it flexible
- the code might get messy so use simple function and avoid repetition
- have a standard for your project even tho you work alone because you might need other people later
- write test for your code from the start because once the project is big enough, testing is hell
- document complex ideas or implementation apart from that let your code talk
- try to plan ahead
- separate your dev db and prod from the beginning if you get used to test on prod, it will be a habit
- and many more things from the best practices