Operating system → Linux (recommended), Windows Programming → Go, Python, Groovy, Bash Container orchestration → Kubernetes, Docker Swarm Containers → Docker, Podman, Containerd Source Code Management → Git, Subversion Cloud → AWS, GCP, Azure, CivoCloud CI/CD → Jenkins, CircleCI, Bamboo Source control and collaborative coding → GitHub, BitBucket, GitLab IaC (Infrastructure as Code) and IP (Infrastructure Provisioning) → Ansible, Puppet, Chef, Terraform, Pulumi, Stack, Crossplane Continuous Feedback → GetFeedback, Jira, Slack, Pendo Observability (monitoring, logging, and analyzing system behavior) → Nagios, Grafana , Prometheus, New Relic, ELK Stack Datadog Plan → Jira Software, Confluence, Slack Automated testing → xray, snyk, JUnit, Selenium, Appium You can choose any of those tools for each phase/category. Your choice may be based on your project or organization, or it may be entirely personal. Learn slowly, step by step, and never stop learning.
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