Demo mode is active. The UI and API are smokeable, but agents, PR creation, database writes, webhooks, and AI-provider calls are blocked until live configuration is supplied.

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Be specific. Include: what to build, where in the codebase, acceptance criteria, and any constraints. The more detail you provide, the less likely the system will ask for clarification.