February 2026 Monthly Summary for lemonade SDK: Focused on enhancing tray app capabilities with a key feature delivered and no major bugs reported this month. Delivered 256K Context Size Support for the Tray App Context Menu, enabling larger context handling and improved scalability for enterprise workflows. This work is implemented in the lemonade-sdk/lemonade repository (commit 73b92038b1d045aa2e1d1bc7bfe89e27a5c710cf) and is associated with Issue #1082 and PR #1120. Overall impact: smoother user experience with large payloads, reduced need for workarounds, and a solid foundation for future context-size enhancements. Key skills demonstrated include end-to-end feature delivery, issue-to-merge workflow, and careful change management for large-context scenarios.

January 2026 focused on strengthening real-time data transport for mudler/LocalAGI by delivering a Streamable MCP over HTTP with a fallback path to legacy SSE transport and ensuring HTTP MCP servers remain open after initialization. The work fixes a premature shutdown issue and provides persistent HTTP MCP servers, improving reliability and client experience for streaming workloads. These changes lay a solid foundation for scalable real-time integrations and cross-transport compatibility.