
I built a free AI tool that diagnoses AWS/Kubernetes infrastructure in seconds
I got tired of the same thing every DevOps engineer knows too well — something breaks in prod, alerts fire, and you spend the next 3 hours jumping between CloudWatch, kubectl logs, Azure Monitor, and 4 other dashboards trying to figure out what actually happened. So I built Khaga. You point it at your AWS, GCP, Azure, or Kubernetes setup and it gives you root cause analysis in plain English — what broke, why it broke, and the exact commands to fix it. No more guessing, no more tab switching. It also does: Terraform plan security review Dockerfile analysis CI/CD log parsing Helm chart review SOC2 and ISO27001 compliance estimates Predictive diagnosis — what's likely to break next Cross-cloud correlation across all providers simultaneously The compliance feature is something I'm particularly proud of. SOC2 assessments are normally out of reach for small teams. Khaga gives you a preliminary assessment free with honest AI disclaimers — it tells you what it can't assess, not just what looks
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