Engineering Insights & Perspectives

Practical perspectives and technical frameworks on building production multi-agent systems, Model Context Protocol (MCP), cost governance, and engineering leadership.

Topics:

How MCP Servers and Execution Gateways Actually Work in Production

Why developing MCP tools isn't enough for enterprise AI agents, and how adding an Execution Gateway with Pydantic validation, idempotency keys, and HITL protects your systems.

By Mario OrtegaRead Complete Article →