To ensure oracle safety, you should always approach external information as a potentially adversarial input. Creating a highly resilient system requires implementing layered controls across different stages of your architecture.

At the data layer, it is crucial to focus on proper aggregation and source diversity. Moving to the protocol layer, your system needs robust defenses like censorship resistance, dedicated dispute windows, and solid cryptoeconomic incentives. Finally, the integration layer demands thorough consumer-side validation, which you can enforce by utilizing circuit breakers, delayed consumption, deviation bounds, and staleness checks.