
Worked on the modelcontextprotocol/go-sdk repository, delivering nine features over three months focused on protocol stability, security, and enhanced automation. Developed session hijacking prevention and protocol version-aware streaming using Go, emphasizing robust error handling and security best practices. Expanded the SDK’s capabilities by introducing tool-enabled sampling with parallel execution, aligning with the MCP 2025-11-25 specification to improve automation and latency. Maintained backward compatibility while updating protocol support and refining documentation and tests. The work demonstrated depth in API design, backend development, and HTTP streaming, resulting in a more configurable, secure, and interoperable SDK for production environments.
March 2026: Delivered SDK protocol compatibility update for modelcontextprotocol/go-sdk, enabling support for protocol version 2025-11-25 and aligning tests and examples with the latest spec. This work stabilized cross-component integrations, reduced test brittleness, and lays the groundwork for future protocol upgrades.
March 2026: Delivered SDK protocol compatibility update for modelcontextprotocol/go-sdk, enabling support for protocol version 2025-11-25 and aligning tests and examples with the latest spec. This work stabilized cross-component integrations, reduced test brittleness, and lays the groundwork for future protocol upgrades.
February 2026 monthly summary for modelcontextprotocol/go-sdk focused on expanding sampling capabilities with integrated tool invocation and parallel execution. Implemented end-to-end support for tool use in sampling requests, introducing new wire content types and compatibility-aware API paths that align with MCP 2025-11-25 spec. The work enhances automation, latency, and reliability for tool-driven sampling while preserving backward compatibility with the existing basic sampling flow.
February 2026 monthly summary for modelcontextprotocol/go-sdk focused on expanding sampling capabilities with integrated tool invocation and parallel execution. Implemented end-to-end support for tool use in sampling requests, introducing new wire content types and compatibility-aware API paths that align with MCP 2025-11-25 spec. The work enhances automation, latency, and reliability for tool-driven sampling while preserving backward compatibility with the existing basic sampling flow.
December 2025 monthly summary for modelcontextprotocol/go-sdk focusing on security, stability, performance, and configurability improvements that deliver measurable business value. The team delivered featurend- and bug-fix work with emphasis on session integrity, protocol versioning, and scalable capabilities, enabling safer production deployments and smoother client interoperability.
December 2025 monthly summary for modelcontextprotocol/go-sdk focusing on security, stability, performance, and configurability improvements that deliver measurable business value. The team delivered featurend- and bug-fix work with emphasis on session integrity, protocol versioning, and scalable capabilities, enabling safer production deployments and smoother client interoperability.

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