Cyberdudebivash

  DevOps Capability Deep-Dive  What “good” looks like (checklist) Environments: Dedicated dev/test/stage/prod with isolation , seeded data, and promotion gates; ephemeral preview envs on PRs. CI/CD API: 100% API/CLI-driven deploys; no mandatory UI clicks ; supports OIDC auth, approvals, and policy-as-code gates. IaC/CLI: Declarative export/import of apps, configs, connections, secrets placeholders; idempotent applies; drift detection . Test automation: Built-in or integrable unit/integration/E2E ; headless runner ; data fixtures; contract tests for connectors; coverage reports. Versioning: Semantic app+schema versions, migrations (forward/back), dependency pinning, artifact provenance/signing . Rollback: One-click or API rollback to a signed artifact; blue/green or canary support; reversible data migrations ; automatic health checks . Scoring rubric (0–5) with observable evidence 0 — Not supported: Single prod; manual UI deploys only...