Many Laravel jobs are failing as they have been attempted excessively or have run for an extended duration, and could have potentially timed out before.

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In order to prevent these failures, it is important to optimize the code and the Laravel application itself to ensure that it runs efficiently and within the allotted time frame. This can involve optimizing database queries, minimizing file I/O operations, and utilizing caching mechanisms to reduce the load on the server. Additionally, it is important to monitor the server and the application closely to identify any potential issues before they can cause failures. This may involve setting up alerts and notifications for critical events, logging errors and performance metrics, and regularly reviewing and analyzing these logs to identify areas of improvement. By taking these steps, you can ensure that your Laravel application runs smoothly and reliably, without encountering frequent failures or downtime.