I've been a DevOps/SRE engineer for 10+ years. I've managed 50+ EKS clusters at Apple scale, built OTA firmware pipelines for 300+ EV chargers, migrated 80 applications to AWS, and been the sole infrastructure engineer at two energy startups where I supported teams of 30-40 engineers alone. In all of that time, certain tasks never stopped being painful. 47 CloudWatch alarms firing at 11pm — and you have to figure out which 3 actually matter. A pod CrashLoopBackOff at 2am — logs open, describe output open, trying to diagnose while half asleep. A Terraform plan before a production apply — tired, reviewing it manually, knowing you'll miss something. A weekly AWS bill spike — someone asks why, you dig through Cost Explorer for 40 minutes. I got tired of doing all of this manually. So I built AI agents for all of it. What I Built devops-ai-toolkit — 20 open source AI-powered tools across 5 sections, built with Python and Groq LLaMA 3.3.…