diff --git a/v2-docs/index.md b/v2-docs/index.md
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 <center markdown="1">
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 <div markdown="1" style="border: 1px solid #8b5cf6; border-radius: 8px; padding: 10px; margin: 8px 0; background: rgba(255, 255, 255, 0.01);" title="AI & Advanced Tech">
 
 [![Google Gemini](images/google_gemini_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@GoogleGemini) [![Google DeepMind](images/google_deepmind_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@googledeepmind) [![Anthropic](images/anthropic_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@anthropic-ai) [![OpenAI](images/openai_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/OpenAI) [![Meta AI](images/meta_ai_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@aiatmeta) [![Microsoft Copilot](images/microsoft_copilot_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@Microsoft.Copilot) [![Microsoft Reactor](images/microsoft_reactor_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@MicrosoftReactor) [![dotcsv](images/dotcsv.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@DotCSV)
@@ -71,7 +70,6 @@
 [![cloud academy](images/cloud_academy_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/Cloudacademy) [![acloudguru](images/acloudguru_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/AcloudGuru) [![devops_tv](images/devops_tv_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/Devopsdotcom) [![xebialabs](images/xebialabs_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/XebiaLabs) [![devops library](images/devops_library_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/Devopslibrary) [![codecademy](images/codecademy.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/codecademy) [![coursera](images/coursera_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/user/coursera) [![academind](images/academind_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/Academind) [![guru99](images/guru99_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/guru99comm) [![intellipaat](images/intellipaat_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/Intellipaat) [![cloud quick POCs](images/cloudquickpocs.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/channel/UCv9MUffHWyo2GgLIDLVu0KQ) [![thetips4you](images/thethips4you.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/Thetips4you) [![cloud learnhub](images/cloud_learn_hub.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/channel/UC57acx8sCmE7uFHfVMvIlNg) [![John Savill](images/John_Savill.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/NTFAQGuy) [![microservice factory](images/microservice_factory.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/channel/UCorFV-WGnajyfNu4zPI0AAA) [![kubedb appscode](images/kubedb_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/AppsCodeInc) [![devops toolkit](images/devops_toolkit.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/DevOpsToolkit) [![ansible pilot](images/ansiblepilot.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/AnsiblePilot) [![codelytv](images/codelytv_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/CodelyTV) [![pelado nerd](images/pelado_nerd.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/PeladoNerd) [![hola mundo](images/hola_mundo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/HolaMundoDev) [![javier garzas](images/jgarzas.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/JavierGarz%C3%A1s) [![london IAC](images/londonIAC.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/LondonIAC) [![techworld nana](images/techworld_nana.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/TechWorldwithNana) [![honeypot](images/honeypot.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/Honeypotio) [![Ali Spittel](images/aspittel.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/AliSpittelDev) [![thomas maurer](images/thomas_maurer.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/ThomasMaurerCloud) [![freecodecamp](images/freecodecamp.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/Freecodecamp) [![thenewstack](images/thenewstack.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/TheNewStack) [![the cloud girl](images/thecloudgirl.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/priyankavergadia) [![tina huang](images/tinahuang.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/TinaHuang1) [![azure cloud native](images/azure_cloud_native.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/channel/UC2Pk9GcHhlVV0R9CQIU6gLw) [![gps](images/gps.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/MadeByGPS) [![anais urlichs](images/anais_urlichs.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/AnaisUrlichs) [![the digital life](images/the_digital_life.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/TheDigitalLifeTech) [![Tech with Helen](images/techwithhelen.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@techwithhelen) [![bytebytego](images/bytebytego.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@ByteByteGo) [![midulive](images/midulive.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@midulive) [![returngis](images/returngis_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@returngis) [![Olena Kutsenko](images/olena_kutsenko.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@OlenaKutsenko) [![mouredev](images/mouredev.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@mouredev) [![CloudNativeMadrid](images/cloudnativemadrid_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@CloudNativeMadrid) [![itopstalk](images/itopstalk_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/@ITOpsTalk) [![dzone](images/dzone_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" .channel-logo}](https://www.youtube.com/c/dzone)
 
 </div>
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 </center>
 
 ## The Agentic Pulse