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Pagination Window Stability in Recent Search When building an archival or monitoring workflow around the X API v2 recent search endpoint, the practical concern is whether repeated calls with next_token traverse a fixed snapshot or a continuously shifting index. The endpoint is documented to return Tweets from roughly the last seven days, but it is backed by
The X API v2 employs window-based rate limiting, typically measured in 15-minute intervals, with quotas applied per application or user context. While the x-rate-limit-remaining and x-rate-limit-reset headers provide visibility into the remaining quota, the behavior of these limits during bursts of high-concurrency requests remains a point of design uncertai
Data Migration and Stream Integration A small application currently managing user-specific tweet data in a local database needs to migrate to a new architecture while maintaining continuous uptime. The goal is to transition historical data and real-time updates to a new storage layer without interrupting the user experience. The integration involves using th
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