Best Practices are established methods or techniques that have been proven to yield optimal results in a particular field or industry.
View All TagsIf every AI agent needs its own custom integration... you don't have an AI strategy. You have an integration nightmare.
Traditional APIs were built for humans and frontends. AI agents change the equation.
And this is where most teams misunderstand Model Context Protocol (MCP).
Everyone wants AI agents. No one wants AI debt.
MCP enthusiasm is real. Enterprise constraints are also real.
Security. Auth. Compliance. Deployment pipelines. Audit logs. None of that disappears because we’re excited about agents.
The hard truth? Most teams building MCP servers today are moving fast — and quietly laying the foundation for the next generation of technical debt.
