Monitoring Poor User Experiences with AI through Braintrust and Slack Alerts

Monitoring Poor User Experiences with AI through Braintrust and Slack Alerts

AI failures don't look like traditional software failures. Instead of throwing a 500 error or crashing, they fail silently by providing incorrect information, missing context, or giving unhelpful res...

author

Evin Callahan

11 Nov 2025 - 06 Mins read

Using LibreChat to host your own MCP chatbot server

Using LibreChat to host your own MCP chatbot server

Having Claude Desktop or Cline reach out to external services via MCP is powerful for development, but what if you want to deploy a specialized chatbot for end users? Imagine:- A customer service b...

author

Evin Callahan

07 Oct 2025 - 03 Mins read

How to build your own MCP server with FastMCP

How to build your own MCP server with FastMCP

FastMCP is a Python library that makes it incredibly easy to connect your existing code or backend services to an LLM (Large Language Model - aka ChatGPT).In this guide we...

author

Evin Callahan

24 Sep 2025 - 04 Mins read

Designing and Building Model Context Protocol (MCP) Servers

Designing and Building Model Context Protocol (MCP) Servers

The Model Context Protocol (MCP) represents a paradigm shift in how AI systems interact with external tools and data sources. As AI applications become more sophisticated, the need for standardized w...

author

Napsty Team

19 Sep 2025 - 04 Mins read

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