Feature flag evaluation in Node.js backends should incorporate safeguards to prevent evaluator outages from corrupting experiment results. The recommended approach involves caching flag decisions with short expiry times, utilizing a "kill switch" that defaults to disabled, and providing a deterministic fallback default value. This design ensures operational resilience and allows for accurate analysis by distinguishing between policy-driven and evaluation-related flag changes.
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