Worklog for task "Migration of bizneshelper.ru from Ruby to haih-cms"

Architectural Pivot of Migration: Concepts + AI-driven content

Following the analysis of the legacy database and the practices of other haih projects, a new core migration principle has been established: all useful, meaningful content from the old site is transferred into a maximally unified Concept model, while specialized legacy tables and fields are not replicated on the new side without an objective necessity.

The main effect of such a model is not just schema simplification. After the initial import, the content becomes suitable for a unified AI pipeline: an agent can receive the source data of the old record and the new Concept, and then update content, structure, formatting, presentation, and internal links through the exact same contract.

This is directly related to a broader principle described in the article "Growth of Specialist Productivity Requires the Development of the Business Technological Environment": accelerating the work of specialists and AI provides a real economic effect only when the system itself does not create unnecessary architectural friction.

To formalize this approach, a separate public case study has been created: Unified Data as the Basis for AI-driven Projects — The VietnamGuru and BiznesHelper Case Study.