Gem Alpha

Share card · 1200 × 630 · GA-09

Steal the pattern, don't adopt the head

External harnesses are patterns. They are not a new source of truth. Adopt the loop, not the persona.

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Gem Alpha · GA-09

Steal the pattern, don't adopt the head

External harnesses are patterns. They are not a new source of truth. Adopt the loop, not the persona.

26 July 2026Steal the Pattern, Don't Adopt the Head