{"backlog_id":53,"backlog_key":"WSAI_AIWorkspaceProviderAdapters_v1","title":"Add secure provider adapters or Make webhooks for AI Workspace","subsystem":"Content Brain / AI Workspace","product_key":null,"product_name":null,"backlog_type":"work_item","status":"planned","outcome_status":"planned","priority":"high","sort_order":0,"owner":"Sam","source_type":"operator_console","source_reference":"WSAI_ContentEnginePivotLock_v1","authority_page_id":null,"description":"Add the next layer to AI Workspace so selected LM/provider can be called securely via adapter or Make webhook without storing secrets in exposed app code.","acceptance_criteria":"Provider adapter pattern documented; at least one provider route validated; output returns to content_generation_runs for review/update/reject/approve.","notes":"Generation should remain interactive and reviewable.","source_table":"operator_backlog_items","source_key":"WSAI_AIWorkspaceProviderAdapters_v1","created_date":"2026-06-04","created_at":"2026-06-04 02:10:10","updated_at":"2026-06-04 02:10:10"}