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feat: add codex_app_server LLM driver and provider registration#1216

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mvanhorn:feat/1033-feat-add-codexappserver-llm-driver-and-p
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feat: add codex_app_server LLM driver and provider registration#1216
mvanhorn wants to merge 3 commits into
RightNow-AI:mainfrom
mvanhorn:feat/1033-feat-add-codexappserver-llm-driver-and-p

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Summary

feat: add codex_app_server LLM driver and provider registration

Closes #1033


AI was used for assistance.

mvanhorn added 3 commits May 27, 2026 08:40
Previously matched via substring contains, which would zero-cost any
user-named model containing the provider id (e.g. my-codex_app_server-
eval). Now requires exact match or canonical 'provider/model' prefix.
The driver declares supports_tools: false in the catalog and rejects
all in-protocol tool requests, so callers passing CompletionRequest
tools were silently getting text-only output. Log a warning with the
dropped tool count and model so misconfiguration surfaces rather than
producing degraded agent behavior.
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Feature Request: Support OpenAI Codex App Server as a model backend

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