Why agents for cloud ops
Why agents for cloud ops
4 lessons.
Read in order, or jump to what you need.
What MCP is in one page
By the end of this lesson, you will be able to explain what MCP is without jargon, identify the tool surface ZopNight exposes, and reason about why a default-read posture with an opt-in write tier is the right…
Why read-only: the safety contract
By the end of this lesson, you will be able to explain why ZopNight's MCP server is read-only and what that buys teams, defend the architecture against the "but write-with-approval would be…
Where agents win for cloud cost
By the end of this lesson, you will be able to identify the four cost workflows where AI agents add genuine value, recognize the workflows where the UI or platform models are faster, and avoid the…
Why this matters in 2026
By the end of this lesson, you will be able to frame AI-powered cloud ops as a competitive differentiator , defend ZopNight's MCP-native + read-only positioning against alternatives, and adapt the…