Agent Governance Review — Page 5

Kubernetes provides the governance and resilience layer enterprise MCP deployments urgently need.

Control over when each primitive runs determines whether your MCP server works across clients.

Stateless design lets MCP servers scale without sticky sessions or session recovery logic.

Date-based versioning tracks breaking changes only, while features shift independently underneath.

Choose your MCP transport by deployment model, not by what the tutorial used.

How to wire multi-agent systems without creating security and scaling nightmares.

Securing MCP servers starts with three schema fields and strict input constraints.

Governance discipline, not adoption speed, determines which MCP pilots actually reach production.

A three-layer testing pyramid catches MCP failures before they reach production.

Autonomous agents need three observability layers to stay accountable in production.

Governance must advance alongside engineering, not follow months behind it.