InfluxDB 3's Processing Engine provides a solution to alert storms by utilizing its in-memory cache feature. A simple alert de-duplication system can be built using the cache to prevent unnecessary additional notifications while delivering alerts on important events. The plugin accepts several arguments that make it adaptable to different monitoring scenarios, allowing for reusable configurations across various metrics and alert types. Unique alert identifiers are created based on the host and alert type, enabling tracking of different alert types separately for each host. The core logic uses the in-memory cache to implement a cooldown period, generating alerts only when outside this period. Alerts are written to a dedicated "alerts" table, creating permanent records that can be queried or connected to third-party systems. Deploying the plugin involves saving it as a Python file and creating triggers with different configurations to monitor various metrics. Advanced configuration options include dynamic cooldown periods based on severity and alert escalation after repeated alerts. The in-memory cache feature enables powerful stateful processing directly within the database, allowing for smarter monitoring systems that reduce noise while ensuring important events are notified.