How VM isolation, rolling snapshots, and external credential controls keep long-running AI agents fast, persistent, and contained.
We build AI agents because they can do actual work. Run code. Edit and organize files, a chore we’ve wasted enough human life on since the 1980s. Search databases. Sometimes build the whole thing.
But they can get things wrong.
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