DevOps practices, CI/CD pipelines, infrastructure as code, deployment strategies, and database operations. Use when discussing CI/CD, deployment, infrastructure, Terraform, Ansible, Kubernetes, or database schema and migrations.
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DevOps practices, CI/CD pipelines, infrastructure as code, deployment strategies, and database operations. Use when discussing CI/CD, deployment, infrastructure, Terraform, Ansible, Kubernetes, or database schema and migrations.
DevOps
Infrastructure
Infrastructure as Code (IaC) for all environments.
Immutable infrastructure over mutable servers.
Automated rollbacks on deployment failure.
Secrets management via vault or sealed secrets.
Monitoring and alerting from day one.
Database Operations
MySQL VARCHAR key limit: A UNIQUE KEY or INDEX on VARCHAR(N) requires N ≤ 768 when using utf8mb4 (4 bytes per char × 768 = 3072 bytes, the InnoDB max key length). Use VARCHAR(255) for indexed email columns, or TEXT without indexing.
Init script idempotency: Always use CREATE TABLE IF NOT EXISTS and INSERT IGNORE so scripts are safe to re-run.
Health checks: MySQL containers should use mysqladmin ping -h 127.0.0.1 as their healthcheck.
Data persistence: Always mount MySQL data to a named Docker volume - never rely on the container's ephemeral filesystem.
Backup strategy: Implement automated mysqldump backups to a mounted volume before any schema change.
Connection testing: After deployment, run mysql -h <host> -u<user> -p<pass> -e "SELECT 1" to verify connectivity before any app code runs.
Deployment Verification
After every deployment, run a smoke test that touches every service.
Docker: docker compose ps (all up), curl health endpoints, docker compose logs --tail=20 (no errors).
Kubernetes: kubectl get pods (all Running), kubectl logs (no crash loops).
Database: connect and run a lightweight query. Check table schemas match expected.
Rollback plan must be tested BEFORE the deploy - if it doesn't work in staging, don't deploy to prod.