fix: report catalog embedding latency in milliseconds

[ivanmilevtues]

Purpose

Replaces #2, recreated from the latest CodeBoarding/eShop main so this PR includes the current CodeBoarding workflows and committed analysis baseline.

Both CatalogAI trace messages name their structured field ElapsedMilliseconds but supplied seconds. Preserve the original fix: use TotalMilliseconds and the matching ms suffix for single and batch embedding generation. Embedding behavior is unchanged.

The old workflow-input commit is already on main and is not duplicated. This is no longer a baseline-free cold-start exercise.

Validation

• Confirmed the current fork main is an ancestor of this branch.
• Confirmed CatalogAI.cs matches the original PR exactly.
• git diff --check passed.
• Local dotnet build was attempted with restore, but failed with duplicate assembly attribute errors in EventBus and eShop.ServiceDefaults; compilation is not verified.

[chatgpt-codex-connector]

Codex Review Summary

This comment shows the latest Codex review activity on this pull request.

Review	Status	Commit	Review trigger
📝 Code Review	✅ Completed 2026-09-24T00:15:22.308803Z	258568a	PR opened

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[github-actions]

CodeBoarding review

Status: 1 changed component

See the full change in CodeBoarding.

graph LR
    n_Ordering["Ordering"]
    n_ClientApp["ClientApp"]
    n_Webhooks["Webhooks"]
    n_Identity["Identity"]
    n_WebApp["WebApp"]
    n_EventBus["EventBus"]
    n_js["js"]
    n_Loose_files_in_src_WebApp["Loose files in src.WebApp"]
    n_Ordering -- "calls" --> n_Webhooks
    n_Ordering -- "calls" --> n_EventBus
    n_ClientApp -- "calls" --> n_Webhooks
    n_Webhooks -- "calls" --> n_ClientApp
    n_WebApp -- "calls" --> n_Webhooks
    classDef added fill:#1f883d,stroke:#0b5d23,color:#ffffff;
    classDef modified fill:#bf8700,stroke:#7d4e00,color:#ffffff;
    classDef deleted fill:#cf222e,stroke:#82071e,color:#ffffff,stroke-dasharray:5 3;
    class n_Ordering modified;

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