Is a custom classifier tested before it goes live?

Yes. A custom classifier is trained and evaluated on labeled examples from your own traffic before it ships, the same discipline that gates a built-in classifier before it’s allowed to run on live traces. It doesn’t go straight from an idea to scoring production data.

What that buys you is a classifier that’s actually measured against your agent’s real failure before it gets to flag anything, instead of one that looks plausible on paper and turns out to fire on the wrong thing once it’s live. If a custom classifier isn’t scoring well enough against its own labeled set, it doesn’t ship, the same way a built-in that stops matching what it was tuned for gets pulled rather than left running unchecked.

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Can a custom classifier catch a policy specific to my agent?Yes. A custom classifier is fine-tuned to catch the policies, mistakes, and behaviors specific to your agent that a generic built-in check would never see.answer →What's the difference between a custom classifier and a built-in one?Built-ins run the same check on every customer's traffic; a custom classifier is fine-tuned on your own agent's traffic for failures only your agent has.answer →Does a custom classifier cost more to run than a built-in one?No. A custom classifier runs at the same negligible per-event cost as a built-in classifier, on every trace rather than a sampled subset.answer →Everything on tessary custom classifiersThe definition, and every question answered under tessary custom classifiers.concept →

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