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Studio now provides a centralized system of record for enterprise prompts and skills, offering immutable versioning, named ownership, audit logs, labels, rollback, and integration with CI/CD via its SDK and GitHub Actions. It also links assets to runtime through observability and MCP servers so teams can trace production outputs back to the exact asset versions and let non-developers iterate safely under existing approval flows.
Spaces is an opinionated CLI that the authors adapted to be usable both by humans and by LLM-based coding agents. Key additions include flag equivalents for interactive prompts (e.g., --components and a -y mode), an introspectable plugin registry, and generated context.json and AGENTS.md so agents can discover project structure and run end-to-end automation (including generating config.yaml, CI, and deploying to Koyeb).
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