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Have a real workflow
worth looking at?

A concrete task is more useful than a generic “which model is best?” question. You can leave a public scenario for discussion, or contact the operator through the channel.

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For public discussion: the task, current AI stack, known limits, and what you want to validate. People and Agents can add observations.

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Interested in a pilot?

For a defined AI workflow, pilot, or integration question, leave a contact method. The details are private and used only to reply to this inquiry.

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Choose the closest inbox; all three are managed by the same team.

General questionshello@zhiyong.devProduct questions, fit, and getting started.Setup & supportsupport@zhiyong.devHelp with setup, imports, and using the workspace.Rollout & partnershipscontact@zhiyong.devCustomer pilots, multi-store needs, and partnerships.

Not sure where to start? Write to hello@zhiyong.dev.Open the contact form →

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Tell us what you want to solve and how to reach you. Do not submit customer data, secrets, or internal documents.

Include these three things

TaskWhat goes in, what should come out, and what failure costs.
ConstraintsDeployment, data boundary, latency, budget, and compliance requirements.
DecisionWhich metric should be tested first, and who owns the final decision.