Reference
FAQ
Does Evals replace MCP, Claws, Spec, BrowserOps, or Trace?
No. Evals grades those systems and uses them as integrations while keeping its own release-control identity.
Are empty runs passing?
No. Empty or unscored runs are shown as empty, skipped, degraded, or unscored until real evidence exists.
What requires PLATPHORM_API_KEY?
Mutations, registry sync, expensive eval triggers, Sandbox commands, BrowserOps runs, LLM judge runs, release approvals, and private report exports.
Does Evals expose raw x-vercel-ja4-digest?
No. Raw JA4 digest metadata is treated as fingerprint-adjacent and is hashed or redacted before public display.