Complete TaskFlow Deployment with Ansible

Deploy complete TaskFlow stack with Ansible (PostgreSQL, Redis, FastAPI, Nginx)

Implement multi-environment automation (dev and prod) with group_vars

Use Ansible Vault to encrypt production secrets (database passwords, API keys)

Structure large-scale automation with site.yml and role composition

Implement rolling/serial updates that minimize downtime for backend deployments

Integrate Ansible deployment into GitHub Actions CI/CD pipeline

Use tags for selective task execution and staged deployments

Implement health checks and deployment verification

Troubleshoot failed deployments with debug techniques

Apply production best practices (idempotency, secrets management, testing)

Create deployment runbooks and documentation

Handle database migrations and schema updates safely

Ship Day-2 changes (app version bumps, dependency patches) across dev and prod using the same rolling-update playbook