Uploaded June 2026 | Updated September 2026, 15 hours ago
AI agents are powerful force multipliers, but only if you know what you're doing. This video walks through the full journey of using an AI agent to manage real cloud infrastructure, starting with the worst possible approach (letting the agent run loose with CLI tools it found on your machine) and ending with a production-grade setup built on GitOps principles. Along the way, you'll see exactly why an agent happily creating a publicly accessible database with the password stored in a temp file isn't a success story. It's a disaster waiting to happen.
The video makes a compelling case for the right stack: Crossplane Managed Resources over imperative CLIs, Crossplane Compositions as the backbone of an Internal Developer Platform that hides complexity behind a clean interface, and Argo CD to enforce GitOps so that Git becomes the only entry point for any change. The core message is clear — AI doesn't replace the need to understand what you're building. It amplifies whatever you bring to the table. Use it to hide your ignorance, and you get chaos at scale. Use it to learn, ask why at every step, and you get something genuinely great.
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
Sponsor: Coursera
🔗 imp.i384100.net/c/7308658/1164545/14726
🔗 IBM DevOps and Software Engineering Professional Certificate: imp.i384100.net/xJz5Nk
🔗 Developing a Google SRE Culture: imp.i384100.net/QY2n6Y
🔗 Generative AI for Software Development Professional Certificate (DeepLearning.AI): imp.i384100.net/5k1Z7n
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
#AIAgents #Crossplane #GitOps
Consider joining the channel: youtube.com/c/devopstoolkit/join
▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬
🔗 Crossplane: crossplane.io
▬▬▬▬▬▬ 💰 Sponsorships 💰 ▬▬▬▬▬▬
If you are interested in sponsoring this channel, please visit https://devopstoolkit.live/sponsor for more information. Alternatively, feel free to contact me over Twitter or LinkedIn (see below).
▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬
➡ BlueSky: https://vfarcic.bsky.social
➡ LinkedIn: linkedin.com/in/viktorfarcic
▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬
🎤 Podcast: devopsparadox.com
💬 Live streams: youtube.com/c/DevOpsParadox
▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬
00:00 AI Agents for DevOps
01:10 Coursera (sponsor)
02:32 AI Agents with Cloud CLIs
09:05 Ansible vs Terraform vs Crossplane
16:03 Internal Developer Platforms with AI Agents
22:25 GitOps with AI Agents
25:06 AI Amplifies You
AI agents are powerful force multipliers, but only if you know what you're doing. This video walks through the full journey of using an AI agent to manage real cloud infrastructure, starting with the worst possible approach (letting the agent run loose with CLI tools it found on your machine) and ending with a production-grade setup built on GitOps principles. Along the way, you'll see exactly why an agent happily creating a publicly accessible database with the password stored in a temp file isn't a success story. It's a disaster waiting to happen.
The video makes a compelling case for the right stack: Crossplane Managed Resources over imperative CLIs, Crossplane Compositions as the backbone of an Internal Developer Platform that hides complexity behind a clean interface, and Argo CD to enforce GitOps so that Git becomes the only entry point for any change. The core message is clear — AI doesn't replace the need to understand what you're building. It amplifies whatever you bring to the table. Use it to hide your ignorance, and you get chaos at scale. Use it to learn, ask why at every step, and you get something genuinely great.
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
Sponsor: Coursera
🔗 imp.i384100.net/c/7308658/1164545/14726
🔗 IBM DevOps and Software Engineering Professional Certificate: imp.i384100.net/xJz5Nk
🔗 Developing a Google SRE Culture: imp.i384100.net/QY2n6Y
🔗 Generative AI for Software Development Professional Certificate (DeepLearning.AI): imp.i384100.net/5k1Z7n
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
#AIAgents #Crossplane #GitOps
Consider joining the channel: youtube.com/c/devopstoolkit/join
▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬
🔗 Crossplane: crossplane.io
▬▬▬▬▬▬ 💰 Sponsorships 💰 ▬▬▬▬▬▬
If you are interested in sponsoring this channel, please visit https://devopstoolkit.live/sponsor for more information. Alternatively, feel free to contact me over Twitter or LinkedIn (see below).
▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬
➡ BlueSky: https://vfarcic.bsky.social
➡ LinkedIn: linkedin.com/in/viktorfarcic
▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬
🎤 Podcast: devopsparadox.com
💬 Live streams: youtube.com/c/DevOpsParadox
▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬
00:00 AI Agents for DevOps
01:10 Coursera (sponsor)
02:32 AI Agents with Cloud CLIs
09:05 Ansible vs Terraform vs Crossplane
16:03 Internal Developer Platforms with AI Agents
22:25 GitOps with AI Agents
25:06 AI Amplifies You
