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Ep 77 | The Rise of VibeOps: How AI Is Transforming Network Automation
For decades, network teams have been forced to choose between speed and stability. AI may finally be changing that equation. In this episode of The AI Forecast, Paul Muller sits down with John Capobianco, Head of AI and Developer Relations at Itential and author of “Automate Your Network,” to explore how AI is reshaping the future of network operations.
Drawing on decades of experience in network engineering, John explains why network automation has struggled to gain traction and how AI, agents, and Model Context Protocol (MCP) could finally break the bottleneck.
Paul and John take a closer look at:
- Why network automation adoption has lagged behind other areas of IT
- How AI can augment network engineers instead of replacing them
- The role of MCP and AI agents in automating complex workflows
- Why “AI can write and validate scripts as a pair programmer”
- How digital twins can reduce risk and improve network resilience
- The emergence of VibeOps and AI-driven operations
For technology leaders navigating AI adoption, this episode explores how AI-powered automation can help network teams move faster without sacrificing reliability.
To hear more about AI-powered operations and vibecoding, check out Ep 65 | The Vibecoding Liability: How Unchecked AI Can Kill Cloud ROI https://www.youtube.com/watch?v=dnsXTVOj5qk
*Stay in touch with John:*
John Capobianco on LinkedIn: https://www.linkedin.com/in/john-capobianco-644a1515/
John’s website: https://www.automateyournetwork.ca/home/
“Automate Your Network” on Amazon: https://www.amazon.com/Automate-Your-Network-Introducing-Enterprise/dp/1799237885
Like and subscribe to The AI Forecast, sponsored by Cloudera, to stay up to date on the latest episodes. You can watch the video version of this episode on The AI Forecast.
*Links & Resources*
👉Full Series Playlist: https://www.youtube.com/playlist?list=PLe-h9HrA9qfAmGHgsmXUZgLL-T4Xjhlq8
👉Learn more: https://www.cloudera.com/resources/podcast/the-ai-forecast.html?utm_medium=social-organic&utm_source=youtube&keyplay=cross&utm_campaign=Other---FY27-GLOBAL-Always-On-Cloudera-Podcast&cid=UNGATED&utm_content=youtube-cta
*🎧 Listen on your platform of choice:*
Spotify: https://open.spotify.com/episode/6Mnxd94tChulEldnD49gOx
Apple: https://podcasts.apple.com/ie/podcast/the-rise-of-vibeops-how-ai-is-transforming/id1779293119?i=1000772003307
Chapters
0:00 Intro
1:25 Meet John Capobianco Head of AI and Developer Relations at Itential
2:26 Why Will Chat GPT Eventually Replace the Printing Press as Top Historical Tech
4:20 Data Best Practices Why AI Hallucinations Force the Return of Garbage In Garbage Out
9:24 Infrastructure as Code Why Human Readable YAML Lowers Operational Barriers to Entry
15:10 Why Corporate Leadership is Refusing to Wait Ten Years for AI Adoption
23:05 Managing Shadow AI Risks via Secured Enterprise API Key Governance
34:55 Choosing Optimism Navigating AI Disruption Risks with a Utopian Mindset
*Connect with Cloudera*
Subscribe to stay ahead of the curve with the latest in data strategy, open architectures, and enterprise AI innovations. https://www.youtube.com/channel/UCXY5wm6HlBL_Y_8SDxJNR0g
https://www.cloudera.com
LinkedIn ► https://www.linkedin.com/company/cloudera
Facebook ► https://www.facebook.com/cloudera/
X ► https://twitter.com/cloudera
Spotify ► https://open.spotify.com/show/102S8zoZR6nmZV0HxZlxZu
#NetworkAutomation #ModelContextProtocol #TheAIForecast #Cloudera #InfrastructureAsCode #aitransformation
Видео Ep 77 | The Rise of VibeOps: How AI Is Transforming Network Automation канала Cloudera, Inc.
Drawing on decades of experience in network engineering, John explains why network automation has struggled to gain traction and how AI, agents, and Model Context Protocol (MCP) could finally break the bottleneck.
Paul and John take a closer look at:
- Why network automation adoption has lagged behind other areas of IT
- How AI can augment network engineers instead of replacing them
- The role of MCP and AI agents in automating complex workflows
- Why “AI can write and validate scripts as a pair programmer”
- How digital twins can reduce risk and improve network resilience
- The emergence of VibeOps and AI-driven operations
For technology leaders navigating AI adoption, this episode explores how AI-powered automation can help network teams move faster without sacrificing reliability.
To hear more about AI-powered operations and vibecoding, check out Ep 65 | The Vibecoding Liability: How Unchecked AI Can Kill Cloud ROI https://www.youtube.com/watch?v=dnsXTVOj5qk
*Stay in touch with John:*
John Capobianco on LinkedIn: https://www.linkedin.com/in/john-capobianco-644a1515/
John’s website: https://www.automateyournetwork.ca/home/
“Automate Your Network” on Amazon: https://www.amazon.com/Automate-Your-Network-Introducing-Enterprise/dp/1799237885
Like and subscribe to The AI Forecast, sponsored by Cloudera, to stay up to date on the latest episodes. You can watch the video version of this episode on The AI Forecast.
*Links & Resources*
👉Full Series Playlist: https://www.youtube.com/playlist?list=PLe-h9HrA9qfAmGHgsmXUZgLL-T4Xjhlq8
👉Learn more: https://www.cloudera.com/resources/podcast/the-ai-forecast.html?utm_medium=social-organic&utm_source=youtube&keyplay=cross&utm_campaign=Other---FY27-GLOBAL-Always-On-Cloudera-Podcast&cid=UNGATED&utm_content=youtube-cta
*🎧 Listen on your platform of choice:*
Spotify: https://open.spotify.com/episode/6Mnxd94tChulEldnD49gOx
Apple: https://podcasts.apple.com/ie/podcast/the-rise-of-vibeops-how-ai-is-transforming/id1779293119?i=1000772003307
Chapters
0:00 Intro
1:25 Meet John Capobianco Head of AI and Developer Relations at Itential
2:26 Why Will Chat GPT Eventually Replace the Printing Press as Top Historical Tech
4:20 Data Best Practices Why AI Hallucinations Force the Return of Garbage In Garbage Out
9:24 Infrastructure as Code Why Human Readable YAML Lowers Operational Barriers to Entry
15:10 Why Corporate Leadership is Refusing to Wait Ten Years for AI Adoption
23:05 Managing Shadow AI Risks via Secured Enterprise API Key Governance
34:55 Choosing Optimism Navigating AI Disruption Risks with a Utopian Mindset
*Connect with Cloudera*
Subscribe to stay ahead of the curve with the latest in data strategy, open architectures, and enterprise AI innovations. https://www.youtube.com/channel/UCXY5wm6HlBL_Y_8SDxJNR0g
https://www.cloudera.com
LinkedIn ► https://www.linkedin.com/company/cloudera
Facebook ► https://www.facebook.com/cloudera/
X ► https://twitter.com/cloudera
Spotify ► https://open.spotify.com/show/102S8zoZR6nmZV0HxZlxZu
#NetworkAutomation #ModelContextProtocol #TheAIForecast #Cloudera #InfrastructureAsCode #aitransformation
Видео Ep 77 | The Rise of VibeOps: How AI Is Transforming Network Automation канала Cloudera, Inc.
cloudera enterprise data cloud hybrid cloud public cloud private cloud multicloud machine learning data lifecycle AI streaming data Itential The AI Forecast Network Automation Architecture Model Context Protocol MCP Vibe Coding Multi Modal Embeddings Infrastructure as Code YAML Markdown Language Cisco pyATS Python DevOps Frameworks Active Inference Modeling Triage AI Agents Jevons Paradox Shadow AI Governance API Key Lifecycle Digital Twin Simulation
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10 июня 2026 г. 19:29:42
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