News
News
Insights on AI-native product development, MCP servers, and building software in the age of AI.
Your MCP Server Works. Your Agent Doesn't.
Most MCP servers disappoint because developers treat them like REST API wrappers. Here are six common design mistakes and how to fix them.
MCP Is a Great Protocol. Stop Using It as Your Default.
A research-backed breakdown of when to use MCP servers vs CLI integrations for AI agents. Based on real benchmarks, practitioner data, and production failures — not theory.
How to Build a Multi-Platform AI Agent with Vercel Chat SDK
Deploy one AI agent to Slack, WhatsApp, and Telegram — same intelligence, native formatting on every platform. A step-by-step guide using Vercel Chat SDK and AI SDK.
What Is an MCP Server and Why Your Product Needs One
MCP servers let users interact with your software product through AI agents like Claude and Cursor. Here's what they are, how they work, and why every product with an API should have one.