- Operate production systems including databases, queues, and stateful workloads.
- Manage scaling, failover, and migrations with zero downtime.
- Debug distributed systems from symptom to verified root cause.
- Apply security-conscious practices regarding least privilege and secrets management.
- Write infrastructure code using Python, Go, or Bash.
- Use AI assistants effectively to augment engineering workflows.
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