Go Programming World
Sep 4, 2026 · Backend Development
Engineering AI Coding Practices: Achieving 96% Cross-Project Code Consistency with onexai
The author details how they built the onexai toolkit — 46 convention tools and 20 scaffolding commands — to feed structured, high-quality Go standards to AI via MCP, enabling consistent, production-grade code across projects with 96% similarity to reference implementations like miniblog and onex.
AI codingCode ConsistencyEngineering Practices
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