FAILURE ANALYSIS & DEBUGGING

What Pipeline Failures Taught Me

Failures included:

• Missing tools

• Incorrect build paths

• Credential scope issues

Each failure improved:

• Pipeline resilience

• Observability

• System understanding

DevSecOps is about controlled failure.
This project demonstrates hands-on experience with:

• Jenkins CI/CD

• Docker & Kubernetes

• Terraform & AWS

• Container security

Secure infrastructure design

I’m actively growing as a DevSecOps / Cloud Engineer and open to opportunities.