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Agent Confidence-Signaling Component — how Alloy speaks confidence to other AI agents and to the human in the loop

Design and ship a confidence-signaling component for Alloy — Product.ai's local-first agentic workbench. The component carries calibrated confidence from Alloy through to two audiences simultaneously: (1) the human in the loop, who needs to see when to verify, and (2) the downstream AI agent or MCP consumer, who needs a machine-readable confidence + evidence payload to make its own decision. Same primitive, two surfaces, no duplication.

STEP 1 — APPLY

Apply: Agent Confidence-Signaling Component — how Alloy speaks confidence to other AI agents and to the human in the loop

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If you encounter any issues submitting your application, please reach out to hiring@product.ai.

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Agent View · application/ld+json

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