Bounded frontier work

Lab portfolio

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• Illustrative signal only — not a benchmark.
• Note constraints and what to defer.

Time-boxes

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• Illustrative signal only — not a benchmark.
• Check prefers-reduced-motion style calm in delivery.

Kill criteria

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• Illustrative signal only — not a benchmark.
• Note constraints and what to defer.

Sandbox agents

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• Illustrative signal only — not a benchmark.
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Protected exploration

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• Illustrative signal only — not a benchmark.
• Note constraints and what to defer.

Joy without breach

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• Illustrative signal only — not a benchmark.
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Guardian fence

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• Illustrative signal only — not a benchmark.
• Note constraints and what to defer.

Scale / iterate / kill

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• Illustrative signal only — not a benchmark.
• Check prefers-reduced-motion style calm in delivery.