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What Is the Immich Data Path, and When Does It Matter?
An Immich folder is only one part of the data path. Map each action to its services, persistent state, and completion signal before interpreting performance.
How Immich Machine-Learning Indexing Makes Private Photos Searchable
Immich search joins reusable image representations with database records and permissions. Index completion, relevance, and privacy require separate checks.
Why Are Newly Imported Immich Photos Slow to Become Searchable?
Upload completion is not search readiness. Follow a small photo cohort through processing to distinguish normal catch-up from stalled or excluded results.
Why Does Immich Thumbnail and ML Storage Grow During Large Mobile Imports?
Immich overhead follows several growth patterns. Separate per-asset derivatives, database records, and shared models before estimating import storage.
How Does Backup Frequency Affect Home Assistant Recovery Point Quality?
More frequent Home Assistant backups shorten potential data loss only when copies are consistent, independent, retained, and actually restorable.
What Is a Safe Home Assistant Upgrade Boundary, and Why Does It Matter?
A safe upgrade boundary is the smallest reversible set of Home Assistant components whose compatibility, state, and recovery can be tested together.
How Does Home Assistant Discover and Reconcile Changes Across Devices?
Home Assistant reconciles device changes by matching discovery or integration updates to stable identifiers, then updating registries and entity state.
What Causes Home Assistant to Retain More Temporary Data Than Expected?
Unexpected temporary data usually remains because a job failed, retention and cleanup differ, or a process still owns files that appear disposable.
