Feature Flags for AI: Why Model Swaps, Prompt Changes, and Tool Rollouts Each Need a Different Pattern
Standard percentage rollouts don't translate cleanly to LLM features. Sticky bucketing, shadow evaluation, and capability gating are the three patterns AI engineers actually need, and why your latency, cost, and eval signals all behave differently.
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