This appendix presents research conducted using iteration 2 of the adaptive research system documented in the Adaptive Research series. The synthesis below examines optimal architecture, design patterns, and technical frameworks for personal and semi-professional web portfolios in 2025-2026.

Appendix A in the Building the Tuonela Platform series.



This research synthesis demonstrates later iteration of the adaptive research methodology than what was present at the time the “Tuonela Platform events” took place. For a more detailed exploration of how this system evolved, see the Adaptive Research series.

Back to series: Tuonela Platform - Building a personal blog with AI assistance.

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