How 10-key numeric specialist are reshaped as AGI capability advances.

The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
10-Key Numeric Specialist relies on 4 products. The headless dimension of each — whether an agent can call it without a screen — is what decides how much of this work goes hands-free.
The software 10-Key Numeric Specialist reaches for already exposes 8 agent-callable actions (via uses → exposedBy) — typed surfaces an agent invokes directly, no human screen in the loop. The work routes to the API, not the UI.
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