AI & Cloud Insight
Field notes from building production AI — agents, knowledge systems, and the infrastructure that keeps them honest.
AI Architecture
MCP-as-API-Wrapper: Inverting the MCP Pattern for Dynamic Agent Integration
The MCP-as-API-Wrapper pattern reduces the MCP server to a thin discovery and authentication layer with exactly three tools. The entire API surface evolves independently behind it.
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AI Development
Connecting OpenAI Codex to Remote MCP Servers: Introducing codex-mcp-http-bridge
OpenAI Codex supports MCP (Model Context Protocol) servers, but only via stdio. We built a bridge that lets Codex connect to remote MCP servers over HTTPS with full OAuth 2.1 authentication - perfect for accessing your GuruCloudAI tools from any Codex environment.
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