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System Design: Background Job-Processing Workers! Basic application setups fail when executing long-running tasks like email delivery sequentially inside the user request loop. Slow downstream services cause high latency, while API timeouts trigger immediate request failures for the end user. Never risk data drift by pushing straight to a message queue after a database save, because a crash between those two actions drops the task completely. Instead, implement the Transactional Outbox pattern t
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GPT-6 Astra is now available to all Pro, Enterprise, and Business Premium users in ChatGPT and Codex. It's also live in the API. It might take a few days to roll out to our Plus and Business users, but we are working hard to get it out as soon as possible. Thank you for your patience.
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