Spring AI 1.0.0 Milestone 7 is the final milestone before the release candidate and general availability, timed for the Spring IO conference. This release includes breaking changes to improve modularity and maintainability, reducing unnecessary dependencies. Artifact ID naming patterns for starters have been updated, and some classes have been moved to new packages. The project has been restructured into specialized domain modules, minimizing dependency footprints and improving separation of concerns. ToolContext has been enhanced, and projects can be updated using the Claude Code CLI tool or manual upgrade notes. Core architecture improvements include a comprehensive modular structure, modular autoconfiguration, and package reorganization. Spring AI 1.0.0-M7 integrates MCP 0.9.0 with architectural enhancements, along with updates to model integrations like Anthropic Claude, Mistral AI, and OpenAI. It also introduces Docker Model Runner support for local AI model execution and enhances tool and multimodal capabilities. New chat memory implementations and vector store enhancements are included, along with improvements to query processing and developer experience.