Latest thoughts from the team

News and engineering notes from the team building AI agents for enterprise implementations.

superglue partners with Pine Services Group

superglue partners with Pine Services Group

Pine Services Group's firms run ERP implementations for more than 10,000 customers. We've signed a group-wide agreement that opens superglue to all 18 of them, starting with a NetSuite implementation at The Vested Group.

September 3, 2026 • Niclas FehrRead Article
From Text Search to JSON Patch

JSON Editing with LLMs - Getting it right

We went through three architectural iterations to figure out how our AI agent should apply edits to JSON tool configurations. Here's what we learned about structured output, search & replace, and JSON Patch.

January 22, 2026 • Nicolas NeudeckRead Article
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.

June 2, 2025 • Stefan FaistenauerRead Article
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.

March 25, 2025 • Stefan FaistenauerRead Article
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.

March 13, 2025 • Stefan FaistenauerRead Article