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Pamela Fox

blog.pamelafox.org

2026

Browser automation with Pydantic AI + Playwright original ↗

20 Aug 2026

Browser automation with Pydantic AI + Playwright original ↗

20 Aug 2026

Building safe MCP servers for your PostgreSQL database original ↗

12 Aug 2026

Building safe MCP servers for your PostgreSQL database original ↗

12 Aug 2026

My experience at PyCon US 2026 original ↗

20 May 2026

My experience at PyCon US 2026 original ↗

20 May 2026

Building MCP servers with Entra ID and pre-authorized clients original ↗

2 Apr 2026

Building MCP servers with Entra ID and pre-authorized clients original ↗

2 Apr 2026

Do stricter MCP tool schemas increase agent reliability?original ↗

17 Mar 2026

Do stricter MCP tool schemas increase agent reliability?original ↗

17 Mar 2026

Can MCP choose my outfit?original ↗

13 Mar 2026

Can MCP choose my outfit?original ↗

13 Mar 2026

Learnings from the PyAI conference original ↗

12 Mar 2026

Learnings from the PyAI conference original ↗

12 Mar 2026

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

16 Jan 2026

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

16 Jan 2026

2025

Watch the recordings from my Python + MCP series original ↗

19 Dec 2025

Watch the recordings from my Python + MCP series original ↗

19 Dec 2025

Watch the recordings from my Python + AI series original ↗

31 Oct 2025

Watch the recordings from my Python + AI series original ↗

31 Oct 2025

Filter the tools from MCP servers original ↗

18 Sept 2025

Filter the tools from MCP servers original ↗

18 Sept 2025

How I learn about generative AI original ↗

19 Aug 2025

How I learn about generative AI original ↗

19 Aug 2025

GPT-5: Will it RAG?original ↗

11 Aug 2025

GPT-5: Will it RAG?original ↗

11 Aug 2025

Red-teaming a RAG app: gpt-4o-mini v. llama3.1 v. hermes3 original ↗

4 Aug 2025

Red-teaming a RAG app: gpt-4o-mini v. llama3.1 v. hermes3 original ↗

4 Aug 2025

Automated repo maintenance via GitHub Copilot coding agent original ↗

24 Jul 2025

Automated repo maintenance via GitHub Copilot coding agent original ↗

24 Jul 2025

To MCP or not to MCP?original ↗

21 Jul 2025

To MCP or not to MCP?original ↗

21 Jul 2025

MCP: Bringing mashups back!original ↗

18 Jul 2025

MCP: Bringing mashups back!original ↗

18 Jul 2025

Getting a hysterectomy: My reasons and recovery original ↗

24 Jun 2025

Getting a hysterectomy: My reasons and recovery original ↗

24 Jun 2025

Proficient Python: A free interactive online course original ↗

23 Jun 2025

Proficient Python: A free interactive online course original ↗

23 Jun 2025

Teaching Python with Codespaces original ↗

1 Jun 2025

Teaching Python with Codespaces original ↗

1 Jun 2025

A visual introduction to vector embeddings original ↗

28 May 2025

A visual introduction to vector embeddings original ↗

28 May 2025

Using DefaultAzureCredential across multiple tenants original ↗

29 Apr 2025

Using DefaultAzureCredential across multiple tenants original ↗

29 Apr 2025

Use any Python AI agent framework with free GitHub Models original ↗

11 Apr 2025

Use any Python AI agent framework with free GitHub Models original ↗

11 Apr 2025

Building a streaming DeepSeek-R1 app on Azure original ↗

2 Apr 2025

Building a streaming DeepSeek-R1 app on Azure original ↗

2 Apr 2025

Evaluating gpt-4o-mini vs. gpt-3.5-turbo for RAG applications original ↗

6 Mar 2025

Evaluating gpt-4o-mini vs. gpt-3.5-turbo for RAG applications original ↗

6 Mar 2025

Safety evaluations for LLM-powered apps original ↗

25 Feb 2025

Safety evaluations for LLM-powered apps original ↗

25 Feb 2025

Observations: Using Python with DeepSeek-R1 original ↗

31 Jan 2025

Observations: Using Python with DeepSeek-R1 original ↗

31 Jan 2025

2024

Add browser speech input & output to your app original ↗

17 Dec 2024

Add browser speech input & output to your app original ↗

17 Dec 2024

Running Azurite inside a Dev Container original ↗

27 Nov 2024

Running Azurite inside a Dev Container original ↗

27 Nov 2024

Making a dev container with multiple data services original ↗

25 Nov 2024

Making a dev container with multiple data services original ↗

25 Nov 2024

My first PyBay: Playing improv with Python original ↗

20 Nov 2024

My first PyBay: Playing improv with Python original ↗

20 Nov 2024

Entity extraction using OpenAI structured outputs mode original ↗

6 Nov 2024

Entity extraction using OpenAI structured outputs mode original ↗

6 Nov 2024

My parenting strategy: earn enough $ to outsource original ↗

27 Sept 2024

My parenting strategy: earn enough $ to outsource original ↗

27 Sept 2024

Integrating vision into RAG applications original ↗

8 Sept 2024

Integrating vision into RAG applications original ↗

8 Sept 2024

Making an Ollama-compatible RAG app original ↗

9 Aug 2024

Making an Ollama-compatible RAG app original ↗

9 Aug 2024

Playwright and Pytest parametrization for responsive E2E tests original ↗

10 Jul 2024

Playwright and Pytest parametrization for responsive E2E tests original ↗

10 Jul 2024

Should you use Quart or FastAPI for an AI app?original ↗

10 Jul 2024

Should you use Quart or FastAPI for an AI app?original ↗

10 Jul 2024

pgvector for Python developers original ↗

14 Jun 2024

pgvector for Python developers original ↗

14 Jun 2024

Using SLMs in GitHub Codespaces original ↗

14 Jun 2024

Using SLMs in GitHub Codespaces original ↗

14 Jun 2024

RAG on a database table with PostgreSQL original ↗

10 Jun 2024

RAG on a database table with PostgreSQL original ↗

10 Jun 2024

Doing RAG? Vector search is *not* enough original ↗

3 Jun 2024

Doing RAG? Vector search is *not* enough original ↗

3 Jun 2024

Truncating conversation history for OpenAI chat completions original ↗

1 Jun 2024

Truncating conversation history for OpenAI chat completions original ↗

1 Jun 2024

Evaluating RAG chat apps: Can your app say "I don't know"?original ↗

5 Mar 2024

Evaluating RAG chat apps: Can your app say "I don't know"?original ↗

5 Mar 2024

RAG techniques: Function calling for more structured retrieval original ↗

1 Mar 2024

RAG techniques: Function calling for more structured retrieval original ↗

1 Mar 2024

RAG techniques: Cleaning user questions with an LLM original ↗

16 Feb 2024

RAG techniques: Cleaning user questions with an LLM original ↗

16 Feb 2024

Converting HTML pages to PDFs with Playwright original ↗

28 Jan 2024

Converting HTML pages to PDFs with Playwright original ↗

28 Jan 2024

Evaluating a RAG chat app: Approach, SDKs, and Tools original ↗

16 Jan 2024

Evaluating a RAG chat app: Approach, SDKs, and Tools original ↗

16 Jan 2024

Developer relations & motherhood: Will they blend?original ↗

10 Jan 2024

Developer relations & motherhood: Will they blend?original ↗

10 Jan 2024

Using FastAPI for an OpenAI chat backend original ↗

4 Jan 2024

Using FastAPI for an OpenAI chat backend original ↗

4 Jan 2024

Using llamafile for local dev for an OpenAI Python web app original ↗

3 Jan 2024

Using llamafile for local dev for an OpenAI Python web app original ↗

3 Jan 2024