From CLI to VS Code full-chain integration, the framework migration can automatically track progress, Anthropic is aiming to turn software engineering into an assembly line

Anthropic introduces dynamic workflow preview in Claude Code's CLI, desktop version, and VS Code plugin, addressing the challenges of cross-service codebases, supporting automated tracking and pre-deployment adversarial testing for large-scale refactoring and framework migrations. Long-term tasks are orchestrated by the main intelligent agent script, assigned to dozens or hundreds of parallel sub-agents for multi-perspective review and two rounds of code review before merging. This feature is enabled by default for Max, Team, and API users.