FinOps

Beyond the Cloud: Exploring the Potential of AI Agentic Automation and Micro Data Centres

Beyond the Cloud: Exploring the Potential of AI Agentic Automation and Micro Data Centres

about the exciting possibilities of AI

Mondweep Chakravorthy

On the Sunday afternoon, I had a fantastic conversation with Javed Rahman about the exciting possibilities of AI, home servers, and community-driven tech initiatives. We explored:

𝐃𝐞𝐦𝐨𝐜𝐫𝐚𝐭𝐢𝐬𝐢𝐧𝐠 𝐀𝐈: How accessible tools and platforms are empowering individuals to explore AI and automation that enriches their roles.

𝐓𝐡𝐞 𝐏𝐨𝐰𝐞𝐫 𝐨𝐟 𝐒𝐞𝐥𝐟-𝐇𝐨𝐬𝐭𝐢𝐧𝐠: Building and managing home servers for enhanced control, data privacy, and reliable access.

𝐂𝐫𝐞𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬: Leveraging AI for content creation, from generating stories and narrations to producing videos.

𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲 𝐓𝐞𝐜𝐡 𝐕𝐢𝐬𝐢𝐨𝐧: Envisioning shared resources and local data centres to enhance online safety, digital literacy, re skilling and job creation.

I feel it is such an exciting period for individuals and communities to embrace AI and technology to create a more rewarding and empowered future. What do you think - share your comments or get in touch to share similar journeys.

➡️ Join us (subscribe to the Youtube Playlist 'Understanding Technology Better) in comments) for future discussions where we will deep dive into specifics and also invite guests (including yourselves) to share inspiring technology stories and learn from one another.

#AI #UnderstandingTechnologyBetter



(🎯 If you're looking to drive AI-enabled change in your organisation, lets connect. I'd be happy to connect and discuss how I can help shape and deliver your AI projects and programs.)



Key Annotations:

Javed's AI Journey and n8n



  • Javed discusses how he got started with AI, initially using ChatGPT and then exploring running AI models on his home servers [00:38].

  • The conversation shifts to agentic AI architectures and tools like n8n for creating no-code or low-code AI workflows [00:58].

  • Javed explains his motivation for self-hosting AI tools, driven by a desire for control and privacy, as well as challenges with his rural broadband connection [04:38].



Home Server Setup



  • Javed describes his home server setup, which started with a Raspberry Pi and has evolved into a full-sized server [06:08].

  • He shows a photo of his current server setup, which includes a main server, a playground server for testing, and a backup server [09:57].

  • Javed details the specifications of his main server, including its storage capacity and processing power [11:06].



Pi-hole and Ad Blocking



  • Javed explains how he uses Pi-hole on a Raspberry Pi to block ads network-wide, benefiting his family's devices [18:59].

  • He demonstrates the effectiveness of Pi-hole by comparing ad-filled and ad-free versions of a news website [23:17].

  • Javed explains the setup and configuration of Pi-hole, emphasizing its ease of use and minimal hardware requirements [24:50].



AI Workloads and n8n Workflows



  • Javed discusses the virtualized environment on his server, where he runs various services, including AI-related workloads [27:31].

  • He introduces n8n, a no-code platform he uses to create AI-powered workflows, and shows an example of a complex workflow for generating YouTube Shorts [30:23].

  • Javed explains the different components of the YouTube Shorts workflow, including AI agents for story generation, narration, transcription, and image creation [32:04].



Self-Hosting AI and RAG



  • The discussion shifts to the concept of "owning your own AI" and the benefits of self-hosting AI models and data [39:14].

  • Javed explains how he uses n8n to create a simple chat interface that interacts with a locally hosted language model (Llama) and a vector database for retrieval-augmented generation (RAG) [44:07].

  • He emphasizes the importance of open-source AI models and tools for accessibility and customization [50:05].



Micro Data Centers and Community Empowerment



  • The conversation explores the potential of micro data centers and community-based infrastructure for fostering innovation, job creation, and digital inclusion [52:12].

  • Javed suggests that communities could share resources like ad blocking and AI services by setting up local servers [53:57].

  • The discussion touches on the role of community-based technology in promoting child safety and providing a safe online environment [56:55].



AI and the Future of Work



  • Javed and Mondweep discuss the impact of AI on the job market and the need for reskilling and adaptation [59:34].

  • They highlight the potential for AI to automate tasks and increase productivity, but also the risk of people being left behind if they don't embrace new technologies [01:00:30].



Demonstration of n8n Workflow


  • Mondweep demonstrates an n8n workflow that takes a YouTube video URL, transcribes it, generates a summary poem and a parody script, and sends the results via email [01:13:12].



He shows how he modified the workflow in real-time to add a new feature for generating a parody script [01:19:32].

Like this article? Share it.

You might also like

Check out our latest pieces on Ai Voice agents & APIs.

View other blogs you might be interested in

finops + agentic ai

Get Started Today

Whether your priority is reducing cloud costs, deploying Agentic AI, or both — we’ll design a clear, actionable roadmap to deliver measurable results.

Accelerate analysis and recommendations

Automate routine optimisation tasks

Free your teams to focus on strategic priorities

finops + agentic ai

Get Started Today

Whether your priority is reducing cloud costs, deploying Agentic AI, or both — we’ll design a clear, actionable roadmap to deliver measurable results.

Accelerate analysis and recommendations

Automate routine optimisation tasks

Free your teams to focus on strategic priorities

finops + agentic ai

Get Started Today

Whether your priority is reducing cloud costs, deploying Agentic AI, or both — we’ll design a clear, actionable roadmap to deliver measurable results.

Accelerate analysis and recommendations

Automate routine optimisation tasks

Free your teams to focus on strategic priorities

finops + agentic ai

Get Started Today

Whether your priority is reducing cloud costs, deploying Agentic AI, or both — we’ll design a clear, actionable roadmap to deliver measurable results.

Accelerate analysis and recommendations

Automate routine optimisation tasks

Free your teams to focus on strategic priorities