Month 2025-09 focus: advance Eino ADK documentation and multi-agent architecture to enable robust task orchestration, faster onboarding, and smoother future feature work. Delivered architecture and documentation updates centering on new agent concepts and coordination patterns.

July 2025 monthly summary for coze-dev/coze-studio focusing on embedding enhancements and reliability improvements. Delivered Ollama Embedding Option Integration to broaden embedding generation options and improve flexibility for downstream workflows. Refactored error handling for OCR and embedding services to provide more specific error types and to strengthen retry logic, reducing retry storms and improving recovery times. Updated dependencies to the latest secure and stable versions to address known vulnerabilities and improve maintainability. This work sets the foundation for additional embedding sources and easier future maintenance, with a clear increase in system resilience and security posture.