How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Agentic AI at Scale: Building the Kubex Agentic AI Platform

calendar_today March 19, 2026 person Shady Smaoui domain densify

In the modern cloud infrastructure landscape, we don’t have a data problem; we have an actionable interpretation gap. Engineering teams are often drowning in metrics that describe a crisis without providing a clear path to remediation. Traditional FinOps, SRE, and DevOps work has become a reactive loop of dashboard-watching and manual firefighting. While AI is often pitched as the magic fix, there is a fundamental difference between a generic chatbot and a specialized copilot agent that understands the context of your environment and works proactively alongside you.

open_in_new Read original post