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tracking(runtime): finish provider-native web search #4330

Description

@Phoenix500526

Problem

#2152 established provider-hosted WebSearch for OpenAI Responses and Anthropic
Messages, but the remaining provider wires and verification gaps are split
between documentation and isolated issues or pull requests. There is no single
place to track ordering, shared invariants, and completion.

This is a coordination tracker. Existing provider-specific work remains
authoritative and should be linked rather than reopened.

Desired outcome

Every provider in the capability matrix has an explicit, fail-closed status.
Supported adapters execute search in the primary model request and preserve
provider events, citations, durable replay data, credential isolation,
privacy-mode removal, scoped tool ceilings, and explicit no-fallback behavior.

Checklist

Non-goals

  • Replacing Tavily or adding silent fallback
  • Inferring hosted search from generic protocol compatibility
  • Adding Z.AI's standalone Search API to the model-native path
  • Reopening work already owned by provider-specific issues or PRs
  • Provider-native Tool Search for large catalogs ([RFC] Provider-native Tool Search for large tool catalogs #1382)

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