Build intelligent conflict resolution engine:
Conflict Types:
- Data conflicts (concurrent writes)
- Resource conflicts (exclusive access)
- Semantic conflicts (incompatible operations)
- Ordering conflicts (dependency violations)
- Version conflicts (outdated data)
Resolution Strategies:
def resolve_conflict(conflict, strategies):
# Returns resolution action
Strategies:
- Vector clock comparison
- Merge-based resolution
- Voting/consensus
- Human arbitration
- Automatic retry with backoff