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A platform team deploys Bandwidth Control and firewall policy changes through an API.

A platform team deploys Bandwidth Control and firewall policy changes through an API. After a large rollout, users report sporadic application slowdowns, yet the monitoring team finds gaps in telemetry for the same time windows.

Which action best prevents these performance issues from persisting and going undetected in similar rollouts?

A.

Add an implementation step that validates monitoring subscriptions and exports ZDX and Firewall Insights baselines before applying policy changes through APIs

B.

Aggregate logs monthly and perform retrospective correlation to avoid noisy short-term fluctuations in metrics

C.

Increase API client-token lifetimes to reduce HTTP 401 errors and stabilize automation during policy pushes

D.

Restrict automation runs to weekly windows to minimize configuration changes that may obscure trend lines

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