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Comprehensive 838-line design specification covering architecture, provider types, database schema, API endpoints, encryption strategy, frontend wireframes, and migration plan for the pluggable multi-provider LLM system. Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)