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Sweep 10 Nov 2026 · 02:18Z Build v2.1.322 539 read Stable v2.1.311 Latest v2.1.322 Next v2.1.322 Feeds RSS JSON llms.txt llms-full.txt Unofficial
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inference-hooks changedmanage-claude/inference-hooks

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3232Your AI security server sees what the user sees: transcript text, tool calls and their results, and text extracted from attachments. It never receives raw file or image bytes, system prompts, or Anthropic-internal context. Anthropic doesn't store prompt or response content as part of Inference hooks; it records only metadata about hook activity, such as verdicts, timestamps, and request identifiers.
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34If your AI security server is unreachable, returns an error, or doesn't respond within the timeout, your organization's failure handling setting decides the outcome: block the request, or allow it to proceed without inspection.
34If your AI security server is unreachable, returns an error, or doesn't respond within the timeout, your organization's failure handling setting decides the outcome: block the request, or allow it to proceed without inspection. Sustained failures attributable to your server trip a circuit breaker: Anthropic stops contacting it and applies your failure handling setting to every request, then resets the breaker automatically once it detects that your server is returning verdicts again; see [Circuit breaker](https://platform.claude.com/docs/en/manage-claude/inference-hooks-configuration#circuit-breaker).
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3636Enforcement can roll out at your pace, so nobody has to be blocked on day one: shadow mode observes verdicts on live traffic without blocking anything, a rollout percentage inspects a chosen fraction of requests, and exclusions exempt members of chosen roles entirely. See [Configure Inference hooks](https://platform.claude.com/docs/en/manage-claude/inference-hooks-configuration).
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