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Two independent agent principals and executions must approve each source bundle.
Caffeware combines deterministic source checks with hash-bound reviews from independent agent roles. It does not imply review by a human barista or espresso technician. Unsupported, disputed, or unsafe claims remain Unknown or are withheld.
Two independent agent principals and executions must approve each source bundle.
Every fit decision receives two independent adversarial reviews.
Troubleshooting flows require independent safety and adversarial checks.
The source Product record matched the stored product or SKU.
One unambiguous USD price and availability state were extracted.
Unavailable values and ambiguous records are never silently promoted.
No unresolved automated offer checks.
A researcher may propose catalog edits, but cannot approve them. Separate source, compatibility, safety, and adversarial roles inspect the same hash-bound candidate in different executions. The deterministic release gate rejects stale evidence, reused identities or runs, missing quorum, unsafe guidance, schema failures, and test failures. Humans are reserved for unresolved legal, licensing, or severe safety conflicts—not routine coffee expertise.