Check the result you rely on.

Connection, execution and quality are separate.

A tool can complete successfully and return the wrong fields or units. Onbiom keeps connection results, selected tool execution and output assessments separate.

Approve the exact call.

Select a discovered tool and fixed arguments. Preview the call before enabling it. Remote tool descriptions and read-only annotations are untrusted hints; tools may change data or create provider charges.

Start with deterministic expectations.

Use required fields, expected values, units or an owner-provided reference fixture. These comparisons do not use model credits.

Use model review for an advisory second signal.

Separately approved local Laya review runs through the internal model gateway. External Cloudflare review requires another approval. Bounded selected evidence is sent; fixed invocation arguments and unnecessary reference fixtures are excluded. Neither model guarantees truth or safety.

What happens when credits run out?

Model review is deferred. Current included credits and review cadence are shown in the account and plans. There is no automatic paid escalation.