Adaptive sampling with AWS X-Ray to capture critical spans

Introduction Enterprise applications using AWS X-Ray generate large volumes of distributed tracing data across multiple services. Static sampling strategies keep costs down by capturing a fixed percentage of traffic. However, they frequently miss critical data during intermittent failures or sudden latency spikes.