Launchd + agent orchestration for recurring checks, alerts, and reports.
Automation architect
Reliable scheduled operations with monitoring and reduced manual overhead.
Background job reliability and message delivery consistency.
Migrated to native scheduling, introduced watchdog patterns, and hardened delivery.
Unified observability dashboard and anomaly-based escalation paths.