GitHub Actions pipelines, container builds and registry rate limits, runner outages, per-branch staging deployments on Kubernetes, code-coverage gates and keeping them green, secret scanning and remediating what it found, moving secrets into infrastructure config, SSO setup for enterprise customers, and end-to-end browser tests that run against real database branches.