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Schema Evolution - Senior

Mistake Result Better approach
remove required field old-reader failure deprecate, observe, then remove
reuse field meaning silent corruption create a new field
registry outage on hot path consumer outage bounded schema cache
latest-only test replay failure transitive history test
unbounded quarantine hidden data loss alert and governed replay
Track incompatible submissions, unknown IDs, deserialize failures, schema-cache misses, and consumer-version distribution.
## Test yourself
1. Why is semantic compatibility harder than syntax?
2. How can caching survive registry outage?
3. What proves a field is safe to remove?
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