
Worked on the mckinsey/agents-at-scale-ark repository to resolve a connectivity issue affecting custom MCP servers running in Minikube environments. Addressed the problem by updating the HTTP MCP server to bind to 0.0.0.0 and revising deployment YAML configurations, ensuring compatibility with Minikube’s networking model. Enhanced the local development experience by reducing setup friction and enabling consistent MCP testing. Updated documentation and sample configuration files to reflect the new minikube-friendly address, supporting clearer onboarding for developers. Utilized skills in Kubernetes, configuration management, and Python development, with changes focused on improving reliability and maintainability for both code and deployment processes.
Month 2025-10 — Delivered targeted MCP connectivity fix for Minikube in mckinsey/agents-at-scale-ark, improved local development reliability, and updated deployment docs. The change ensures the HTTP MCP server binds to 0.0.0.0 and uses a Minikube-friendly address (http://host.minikube.internal:8000/mcp), reducing setup friction for developers and enabling consistent MCP testing.
Month 2025-10 — Delivered targeted MCP connectivity fix for Minikube in mckinsey/agents-at-scale-ark, improved local development reliability, and updated deployment docs. The change ensures the HTTP MCP server binds to 0.0.0.0 and uses a Minikube-friendly address (http://host.minikube.internal:8000/mcp), reducing setup friction for developers and enabling consistent MCP testing.

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