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Databricks has a great write up of best practices for reducing AI token costs.

1. Adopt open weight/lower cost models. Most tasks don’t need the best models.

2. Harnesses are a form of lock-in, adopt one which allows model flexibility.

3. Avoid hard per developer budgets. Prefer dashboards and spend gates.

https://www.databricks.com/blog/managing-ai-coding-costs-scale