Yosgi Siqi Liu

A developer who likes to tinker.

2 results for MCP

An MCP-as-Code Refactor, and Why It Did Not Work the Way I Expected
A real-world MCP-as-Code refactor on where Code helps, where Tool still fits better, and why Agent runtime needs both.
AI Engineering Created Mon, 25 May 2026 14:50:20 +1200
Early Experiences with Building MCP Tools
How Cut 6,000 Tokens Down to 500
AI Engineering Created Thu, 29 Jan 2026 17:45:36 +1300