Blog

Notes from the MCP era

Product updates, implementation guides, and ideas for shipping Model Context Protocol servers faster.

All

Engineering

Guides

Product

Product·Sep 27, 2026

How orchestration platforms and connector ecosystems shape autonomous assistants

Autonomous assistants fail to deliver value when they can generate a plausible answer but cannot find approved company context, choose the right action, or carry work safely...

autonomous assistantsorchestrationMCP servers

Read

Product·Sep 13, 2026

How to choose an orchestration stack for multi-agent systems and safe tool use

Choosing an orchestration stack for a multi-agent system is not primarily a question of which model produces the most convincing demo. It is a systems-design decision about state,...

multi-agent systemsorchestrationtool use

Read

Product·Sep 7, 2026

How to pick orchestration platforms and marketplace connectors for autonomous assistants

Autonomous assistants are no longer selected on model quality alone. A useful assistant must decide when to call a tool, retrieve the right business context, respect permissions,...

orchestrationconnectorsautonomous assistants

Read