Tina — Architect

tina

Type: Secondary Persona

Responsibilities

Problem Statement Context Impact Naftiko Today Naftiko Tomorrow Type
Need Reuse Assessment in Architecture Review
Tina needs a mechanism during architecture review that provokes teams to assess existing capabilities before proposing new ones.
Tina (Architect) — Discoverability and Reuse
Need AI-Native Data Formats for Agent-Consumable API Responses
Traditional API response formats like JSON and XML aren't optimized for AI agent consumption — organizations need data formats and response structures that minimize token usage while maximizing agent comprehension.
Tina (Architect) — AI Context Delivery, Cost and Operations
Need MCP Wrapping for Legacy SOAP/XML Systems
Enterprises need a way to expose legacy SOAP, XML, and other pre-REST backends as MCP server tools so agents can read and write to systems no team wants to evolve — without forcing a multi-year rewrite or rebuild of the underlying stack.
Tina (Architect) — Agent-Ready Developer Experience, Discoverability and Reuse