# Architecture The framework-independent engine applies a deterministic sequence of reductions: normalization, structure-aware JSON/XML candidates, line chunks, lexical-token chunks, and Unicode code-point chunks. Every smaller candidate must independently satisfy the async predicate before it replaces the current result. Candidate outcomes are memoized, accepted transitions are recorded, and an AbortSignal, test budget, and deadline are checked throughout. JSON candidates are parsed with depth/node/key limits. XML rejects DOCTYPE and is manipulated as inert DOM nodes. The focused JSON Schema validator returns a stable first-issue signature. Regex work runs in a disposable module worker; a non-returning expression causes worker termination. Restricted XSLT evaluation uses the browser API on the main thread, so it has smaller source/test limits and explicitly rejects resource-loading constructs. Limits are 2 MiB input, 2,000 predicate tests, 30 seconds per run, 100,000 JSON nodes, 128 KiB XSLT, 200 XSLT tests, and at most one second of regex worker time. The engine reports budget exhaustion instead of claiming a globally minimal result.