In Part 1, I introduced the “discovery-first” idea—an MCP that can plug into any SaaS CMS and learn how it’s structured on its own. This post gets into the details: how the MCP discovers your schema, builds a usable map of it, and remembers what i...

This post kicks off a four-part series on how we’re evolving the Optimizely Model Context Protocol (MCP). The project is still in beta and open source, but it’s already capable of something new: connecting to any Optimizely SaaS CMS, discovering i...

I’ve been tinkering with something experimental: an MCP server for Optimizely CMS. MCP, or Model Context Protocol, is a way for AI tools to talk to external systems. It’s not a REST API, and it’s not GraphQL either. Think of it more like a common...

If you’ve deployed to Optimizely’s Integration environment without specifying the DirectDeploy parameter in your PowerShell command, your deployment might get stuck in an “AwaitingVerification” state. Without a record of the deployment ID, the...

With Optimizely SaaS CMS coming soon, I’ve been talking with companies about the tricky business of picking the right core system software for their business. These chats really got me thinking, so I decided to jot down some thoughts to tackle the...