A note on forkingA practical detail that matters is the process that creates child sandboxes must itself be fork-safe. If you are running an async runtime, forking from a multithreaded process is inherently unsafe because child processes inherit locked mutexes and can corrupt state. The solution is a fork server pattern where you fork a single-threaded launcher process before starting the async runtime, then have the async runtime communicate with the launcher over a Unix socket. The launcher creates children, entirely avoiding the multithreaded fork problem.
Microsoft’s aggressive AI push in Windows 11 through 2025 brought upon themselves the title Microslop. Unfortunately for the company, it’s everywhere on social media, and there isn’t a way to stop the spread, unless, of course, it’s their own Discord server.
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two weeks. Exactly a year has passed since then and I am still fixing
对于重度大模型的用户来说，模型切换的成本是非常高的。