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fix: improve resilience to API outages and reduce log noise

Preserve stale cached data when API refresh fails instead of invalidating
it, return cached latest-version IDs when re-fetch fails, and demote
per-request preferences logging from INFO to DEBUG.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

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