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QDevU AI Вайбкодінг

QDevU AI Вайбкодінг Channel Network & Entity Intelligence

@ uallm • 👥 132 • 📁 Technology

🛡️ Channel Network & Autonomy Passport

90 Days
Content Originality [Derived]
90%
Original Content
81 out of 90 posts
Content Sources [Derived]
44.4%
Main: ШІ історії
2 unidentified sources
Official Family [Fact]
0
Not declared
Bio satellites and verified contacts
Ad Load Ratio [Estimate]
1.1%
1 ad markers
Heuristic ad placement analysis
Network Clustering [Derived]
0
Open Network
No distinct closed cluster

Network analysis for QDevU AI Вайбкодінг in the Technology category based on 90 publications over the last 90 days. 90% of publications (81 posts) are original content, while 9 posts were forwarded from other sources. The primary forward source is ШІ історії, accounting for 44.4% of all forwarded content. No closed reciprocal promotion cluster was identified in the analyzed period. Estimated advertising presence is 1.1% of publications.

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🔄 Connection Directions & Information Flows

📥 Content Donors (Forwards)

5
ШІ історії ШІ історії
[Derived] 4
ОГо! ОГо!
[Derived] 2
Датаборд Датаборд
[Derived] 1
Цифрові в'єтнамки Цифрові в'єтнамки
[Estimate] 1
Сіньйор Сіньйор
[Estimate] 1

📤 Recommendations (Mentions Out)

4
ШІ історії ШІ історії
[Derived] 4
@latest @latest
[Derived] 1
@deepseek @deepseek
[Derived] 1
@sketch @sketch
[Derived] 1

Official Resources (Bio / Satellites)

0

No satellites declared in bio

🌐 External Footprint (Domains)

20
🌐 github.com
[Fact] 21
🌐 x.com
[Fact] 10
🌐 huggingface.co
[Fact] 5
🌐 anthropic.com
[Fact] 5
🌐 openai.com
[Fact] 4
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🟠 Channels and bots mentioned by QDevU AI Вайбкодінг (4)

Channel Category Subscribers Interactions
ШІ історії
ШІ історії
Technology 11 200 4
@latest
@latest
— 0 1
@deepseek
@deepseek
— 0 1
@sketch
@sketch
— 0 1

🟣 Forward Source Donors (5)

Channel Evidence Level Interactions
ШІ історії
ШІ історії
[Derived] 4
ОГо!
ОГо!
[Derived] 2
Датаборд
Датаборд
[Derived] 1
Цифрові в'єтнамки
Цифрові в'єтнамки
[Estimate] 1
Сіньйор
Сіньйор
[Estimate] 1

🌐 External Domains & Brands Linked by Channel (20)

Domain Links Count Open Website
🌐
github.com
21 ↗ Open Website
🌐
x.com
10 ↗ Open Website
🌐
huggingface.co
5 ↗ Open Website
🌐
anthropic.com
5 ↗ Open Website
🌐
openai.com
4 ↗ Open Website
🌐
imatrof.com
4 ↗ Open Website
🌐
code.claude.com
3 ↗ Open Website
🌐
qoder.com
2 ↗ Open Website
🌐
claude.com
2 ↗ Open Website
🌐
blog.google
2 ↗ Open Website
🌐
docs.docker.com
1 ↗ Open Website
🌐
developers.openai.com
1 ↗ Open Website
🌐
cline.bot
1 ↗ Open Website
🌐
claude.dev
1 ↗ Open Website
🌐
claude.ai
1 ↗ Open Website
🌐
arxiv.org
1 ↗ Open Website
🌐
aitmpl.com
1 ↗ Open Website
🌐
aistudio.google.com
1 ↗ Open Website
🌐
ai.monoecom.tech
1 ↗ Open Website
🌐
agents.md
1 ↗ Open Website