Bonnard

Bonnard has developed a set of techniques for building agent-friendly Model Context Protocol (MCP) tools, exemplified by its MCP Charts product. The approach includes discovery-first tool design, a sm…

A developer proposes an analytics API backed by a semantic layer as a unified query interface for metrics, replacing custom endpoints that lead to metric drift and combinatorial explosion. The post in…

A developer argues that AI agents need a semantic layer to produce consistent, governed data access. Without it, agents generate conflicting SQL queries, risk data leaks, and lack auditability. The so…