Public launch scope completion

Problem

The profiling pipeline has been validated internally but is not ready for public use. Production-safety concerns remain unaddressed: there are no query cost guardrails to prevent runaway warehouse spend on very large tables, no graceful degradation when profiling is interrupted mid-run, and no clear rollback procedure if a profiler update produces incorrect semantic types across users' cached inspect.json files. The gap between "works for internal teams who can ask engineering for help" and "safe for external users running unsupervised against their production warehouses" must be closed before launch, with explicit scope boundaries defining what is and isn't supported in the initial public release.

Context

Possible Solutions

Plan

Implementation Progress

Review Feedback

• Review cleared