Programming & AI Tips 💡
Programming & AI: Tips 💡 Articles 📕 AI & LLMs 👾 Design, Architecture, Principles ✅ 🇳🇱 Contact: @MoienTajik
Show more📈 Analytical overview of Telegram channel Programming & AI Tips 💡
Channel Programming & AI Tips 💡 (@programmingtip) in the English language segment is an active participant. Currently, the community unites 46 016 subscribers, ranking 2 908 in the Technologies & Applications category.
📊 Audience metrics and dynamics
Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 46 016 subscribers.
According to the latest data from 29 October, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -416 over the last 30 days and by -8 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 5.61%. Within the first 24 hours after publication, content typically collects 1.85% reactions from the total number of subscribers.
- Post reach: On average, each post receives 2 583 views. Within the first day, a publication typically gains 853 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 0.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“Programming & AI:
Tips 💡
Articles 📕
AI & LLMs 👾
Design, Architecture, Principles ✅
🇳🇱 Contact: @MoienTajik”
Thanks to the high frequency of updates (latest data received on 30 October, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.
public float CalculateTax(int input)
{
if (x) return ...;
if (y) return ...;
return ...;
}
If you want to test this function manually :
1️⃣ You have to run your application
2️⃣ Perhaps you have to login
3️⃣ Maybe do a few clicks here
4️⃣ There to get to a page where this function is used.
5️⃣ You have to fill out a form
6️⃣ Submit it
7️⃣ Verify if this function returned the right result.
And then you have to repeat all these steps, each time using different values in your form. 🤦🏻♂️
🔸🔹🔸🔹
Manual testing is expensive 💸
As you can see, this is very time-consuming. ⌛️
This workflow to test this function may take several minutes every time❗️
Now to make matters worse, this is not the only function in your application. 🌍
In a real application, you have tens or hundreds of functions like this ❗️
As your application grows in size and complexity, the time required to manually test all the different bits and pieces increases exponentially. ⏱
So, that’s why we use Automated Testing. ♻️
🔺🔹🔺🔹
https://t.me/pgimg/24
[ Full Article ] : http://bit.do/utdd
〰〰〰〰〰〰
#CleanCode #UnitTest #TDD
@ProgrammingTip"Every piece of knowledge must have a single, unambiguous, authoritative representation within a system."🔹🔸🔹🔸 Duplication, and the strong possibility of eventual contradiction, can arise anywhere in : • Architecture • Requirements • Code • Documentation The effects can range from mis-implemented code and developer confusion to complete system failure. 🔺🔹🔺🔹 Advantages of DRY 💎 : • Maintainability • Readability • Reuse • Testing [ Website ] : http://bit.do/drypp https://t.me/pgimg/19 〰〰〰〰〰〰 #DRY #Principle @ProgrammingTip
