pamela fox's blog
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pamela fox's blog The Model Context Protocol (MCP) gives AI agents a standard way to call external tools, but things get more complicated when those tools need to know who the user is. In this post, ...
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Best practices for prompting GitHub Copilot in VS Code
I've been using GitHub Copilot for the last six months in repositories large and small, old and new. For me, GitHub Copilot is the pair ...
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Automated accessibility audits for Python web apps (Part 1)
We all know by now the importance of accessibility for webpages. But it's surprisingly easy to create inaccessible web experiences, and u...
Blog.pamelafox.org news digest
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20 days
Building MCP servers with Entra ID and pre-authorized clients
The Model Context Protocol (MCP) gives AI agents a standard way to call external tools, but things get more complicated when those tools need to know who the user is. In this post, I’ll show how to build an MCP server with the Python FastMCP package...
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1 month
Do stricter MCP tool schemas increase agent reliability?
MCP servers contain tools, and each tool is described by its name, description, input parameters, and return type. When an agent is calling a tool, it formulates its call based on only that metadata; it does not know anything about the internals of a...
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1 month
When I was a kid, one of my first Java applets was a UI for choosing outfits by mixing and matching different articles of clothing. Now, with the advent of agents and MCP, I realized that I could make a modern, more dynamic version: an MCP server that...
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1 month
Learnings from the PyAI conference
I recently spoke at the PyAI conference, put on by the good folks at Prefect and Pydantic, and I learnt so much from the talks I attended. Here are my top takeaways from the sessions that I watched:
AI Evals Pitfalls
Hamel Husain
Domain history
| Web host: | Google LLC |
| Registrar: | Public Interest Registry |
| Registrant: | REDACTED FOR PRIVACY |
| Updated: | June 08, 2022 |
| Expires: | June 02, 2023 |
| Created: | June 02, 2009 |
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