Codex, Claude Code, managed agents, mobile handoff, sandboxes, approval prompts, and rising token costs all point in the same direction: AI agents are no longer just coding assistants. They are becoming long-running actors inside real software environments. MateClaw is built for the layer that comes next: the enterprise agent harness.

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