Down bellow are some of the tools I am fimilar with for and use them for CI/CD, container orchestration, infrastructure as code (IaC), and monitoring in both personal projects and CTF-style deployments.
Only the chosen ones would understand
GitLab CE running local CI pipelines for total control.
Jenkins for chained builds, self-hosted automation, and CTF-style deployments.
Everything lives in containers—apps, tools, labs, even exploits.
K8s helps me orchestrate multi-container apps and ephemeral testbeds.
Metrics and alerting from Prometheus power my visibility stack.
Infra as code lets me spin up CTF labs or cloud resources on demand.
Ansible automates config and provisioning across VMs in Prod or labs.
Beautify dashboards. Done easy. Always Elegant (over-glazing)