# Architecture Fixture Tools is a relocatable React application with a framework-independent TypeScript core. Bounded import adapters turn JSON Schema, SQL DDL, XSD, CSV headings, and saved recipes into one normalized model. The editor works only on that inert model: imported SQL is never executed, XML entities are rejected, and no reference is fetched. Generation starts from a stable text-seeded pseudo-random stream. It creates ordinary fields first, applies requested non-reference invalid cases, resolves foreign keys against already generated target rows, and finally applies any requested foreign-key violations. Uniqueness bookkeeping and a separate violation ledger make the valid and negative-test paths explicit. Serializers operate over the resulting bounded dataset and enforce an 8 MiB output cap. The app deliberately uses a focused schema subset instead of claiming full standards conformance. Limits are 2 MiB per source, 20 tables, 100 fields per table, 10,000 rows per table, and 50,000 rows overall. These bounds keep parsing, editing, rendering, and download generation responsive in a browser tab. A second 100,000-value ceiling prevents wide models from defeating the row limit.