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Forward-deployed agents, not just forward-deployed engineers

calendar_today July 1, 2026 person Samuel Mirpuri domain flowscope

The third-layer story has centered the scarce human forward-deployed engineer. The next move is that agents do most of that work, observing, mapping, building, and monitoring, while a small human core keeps the judgment and accountability that model capability relaxes but does not remove.

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