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Spin up sandboxed Linux containers pre-loaded with AI coding tools (Claude Code, Codex, OpenCode via mise). Each container gets SSH access, ZFS snapshot-based checkpoints, and network egress policies that control what the agent can reach. Managed entirely from the CLI over TrueNAS WebSocket API.
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As we prepare to leave the winter months, Samsung announced another family of Galaxy S flagships for those looking to upgrade. As usual, the company put its best components and features into the Galaxy S26 Ultra, but it also added more to the base S26 and S26+. The company has hit its groove with its smaller (and cheaper) flagships, delivering solid devices with increasingly better cameras, occasionally even offering feature parity with its most expensive smartphone.