Microsoft Agent Framework's Python package logged breaking changes in 22 releases between January 14 and June 4, 2026.
Amazon closed Bedrock Agents to new customers on July 30, 2026 and froze its model catalog on the same date.
Feature parity is close enough across frameworks that migration cost, not capability, should decide the choice.