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pamela fox's blog

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Latest posts

Last updated 14 days ago

My experience at PyCon US 2026

14 days ago

I'm writing this post on the flight back from PyCon US 2026...

Building MCP servers with Entra ID and pre-authorized clients

2 months ago

The Model Context Protocol (MCP) gives AI agents a standard way to...

Do stricter MCP tool schemas increase agent reliability?

3 months ago

MCP servers contain tools, and each tool is described by its name,...

Can MCP choose my outfit?

3 months ago

When I was a kid, one of my first Java applets was...

Learnings from the PyAI conference

3 months ago

I recently spoke at the PyAI conference, put on by the good...

Using on-behalf-of flow for Entra-based MCP servers

5 months ago

In December, we presented a series about MCP, culminating in a session...

Watch the recordings from my Python + MCP series

6 months ago

MCP is one of the fastest growing technologies in the Generative AI...

Watch the recordings from my Python + AI series

7 months ago

My colleague and I just wrapped up a live series on Python...

Filter the tools from MCP servers

9 months ago

What I like about MCP servers: they give me lots of great...

How I learn about generative AI

10 months ago

I do not consider myself an expert in generative AI, but I...

GPT-5: Will it RAG?

10 months ago

OpenAI released the GPT-5 model family today, with an emphasis on accurate...

Red-teaming a RAG app: What happens?

10 months ago

When we develop user-facing applications that are powered by LLMs, we're taking...