script-first-cron-design

Reduce token usage in Hermes cron jobs by adopting a script-first design that runs deterministic checks as scripts and reserves LLM tokens only for synthesis or judgment. This minimizes waste and enhances privacy.

Script-first design for scheduling recurring tasks prioritizes running deterministic checks as executable scripts rather than relying on LLMs. This streamlines repetitive scheduling, saving time and computational resources.

Set up a daily automated update check by creating a Hermes cron job utilizing a script-first design. This facilitates efficient automation of repetitive daily tasks without requiring human intervention.

Optimizing cron jobs with scripts improves privacy exposure by minimizing reliance on LLMs for decision-making. Running deterministic tasks locally as scripts reduces the amount of data processed by external models.

Use LLMs over scripts for Hermes cron job execution only when tasks require synthesis or human-like judgment. Deterministic, repetitive checks should always be executed as scripts to maintain efficiency and control.