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Jobs execute the 10x Engine periodically via Linux cron or k8s CronJob.

:material-ice-cream: This launcher employs the [Compiler flavor](https://doc.log10x.com/engine/flavors/#compiler).

***Use-case***:

[:material-cogs: Compiler](https://doc.log10x.com/compile/) apps can periodically pull changes from GitHub, Docker and Artifactory repos to update symbol library files used by 10x apps at run time.

[:fontawesome-solid-hand-holding-dollar: Reporter](https://doc.log10x.com/apps/reporter/) apps periodically fetches and and reports on the app/infra events that incur the highest costs within a target log log analyzer (e.g., Splunk, Elastic).

Operators (or an AI assistant via the [Log10x MCP](https://github.com/log-10x/log10x-mcp)) append field-set mute entries to a git-managed config file. Edge receivers [pull](https://doc.log10x.com/config/github/) the file to cap noisy patterns declaratively with self-expiring entries.