Latest thoughts from the team

Insights on API integrations, workflow automation, and building reliable agent systems for enterprise.

Why Fetching Documentation for Context-Engineering is Hard

Why Fetching Documentation for Context-Engineering is Hard (and What We Built at superglue)

In building integrations using AI, one of the toughest engineering tasks is turning third-party documentation into reliable context for agents. Learn about our approach at superglue.

A New Imperative for Developer-facing UIs

A New Imperative for Developer-facing UIs

Why developer tools don't need UIs anymore. With MCP and agents like Cursor, the age of clicking through dashboards is ending. The future is capability-based interfaces that work directly in your editor.

Why do we even need MCP?

Why do we even need MCP?

The fundamental difference between agentic tools and API endpoints. Why MCP exists as an abstraction layer that provides capabilities rather than forcing agents to navigate endpoint orchestration.

What most people get wrong about MCP

What most people get wrong about MCP

The reality behind MCP adoption: who builds and maintains MCP servers for legacy enterprise systems? Exploring the challenges of bridging modern AI interfaces with decades-old software.