This update introduces a robust Prompt Registry for version-controlled prompt management with support for immutable versions and diffing, alongside an LLM-as-judge evaluation harness. The new anvil eval CLI command allows for running deterministic test suites covering output assertions and LLM-based verification, significantly improving our agent development workflow. These changes replace M6 stubs and ensure better reliability for prompt and agent logic through 13 new comprehensive test cases.