⚡
Queue & Background Workers
Track Celery, Sidekiq, BullMQ, RQ, and Kafka/RabbitMQ consumer loops. Instantly detect silent worker crashes, unhandled exceptions, memory exhaustion, or disconnected consumers.
Celery
Sidekiq
BullMQ
Kafka / RQ
🔄
Data & ETL Pipelines
Guard Airflow DAGs, dbt transformations, Apache Spark syncs, and data warehouse loaders. Get alerted when an ETL sync fails, encounters schema drift, or exceeds its expected window.
Airflow DAGs
dbt Models
Spark Syncs
Warehouse Loaders
⏱️
Scheduled & Maintenance Tasks
Monitor periodic database backups, Postgres vacuuming, systemd timers, log rotation, and maintenance scripts. Verify execution without inbound firewall openings or exposed ports.
systemd Timers
DB Dumps
Log Rotation
Backup Scripts
☁️
Serverless & Cloud Functions
Verify AWS Lambda, Cloudflare Workers, GCP Functions, and scheduled cloud webhooks execute reliably and catch unhandled runtime timeouts, concurrency limits, or cold-start panics.
AWS Lambda
Cloudflare Workers
GCP Functions
Webhooks
🚀
CI/CD & Nightly Workflows
Ensure scheduled integration test suites, security vulnerability scanners, and automated deployment pipelines kick off and complete successfully without getting stuck in queues.
GitHub Actions
GitLab CI
Nightly Tests
Security Scans
📡
Daemons & Edge Beacons
Dead man's switch alerting for IoT devices, telemetry beacons, and on-premise servers behind NATs or dynamic IPs. Zero inbound ports, zero static IPs, and zero VPN tunnels needed.
IoT Devices
Edge Nodes
Strict NAT
Sync Daemons