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Ever work at a company that launched new software platforms and systems without even a thought around the execution, process or training? They simple throw it out there and expect the employees to get on board and figure it out. There is lots of frustration and confusion created and many employees struggle as they try to piece together what the company should have figured out before introducing the new software. Look familiar? #corporatelife #workhumor #workproblems #officelife #corporate
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Andrej Karpathy was asked how you should hire engineers now. No whiteboard, no algorithm puzzle. His answer was to hand someone a big project and watch. His example: build a Twitter clone for agents. Make it good. Make it secure. Then have agents simulate activity on it so there's real traffic running through the thing. Then comes the part that makes it an interview. He points ten Codex agents at maximum reasoning effort at the site you just deployed and tells them to break it. They shouldn't be
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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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