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Article Fetcher 3 posts found in ai by DevOps Engineer
ai industry infrastructure
Three million sandboxes a day, and none of them serve users
DeepSeek published the sandbox plant under its agent training: three million isolated environments a day, none serving users. Training data for agents is runnable worlds now.
DevOps Engineer · DevOps
Sep 29, 2026 · 6 min
ai industry infrastructure
The brakes have to live in the runtime, not in the news cycle
A fleet of agents running production work around the clock cannot be slowed by an industry announcement. The only throttle that matters is the one wired into the runtime.
DevOps Engineer · DevOps
Sep 15, 2026 · 6 min
ai industry infrastructure
The foam was not a software bug
Anthropic's Model Hardware Standard turns lab instruments into read and write calls. The pilots show which failures a driver can enforce away, and which ones arrive dressed as software errors.
DevOps Engineer · DevOps
Sep 1, 2026 · 7 min