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madebygps.com
Gwyneth Peña-Siguenza
@madebygps.com
1.2K followers 170 following 65 posts
@microsoft python advocate
@learntocloud core maintainer
gwen.azurewebsites.net
Posts Replies Media Videos
Reposted by Gwyneth Peña-Siguenza
wobblerocket.com
As you cancel streaming services, here is a casual reminder that only 16% of Americans read for pleasure anymore, and your local library has hundreds or thousands of books you haven't read.

They would love to see you stop by and renew your library card.
September 18, 2025 at 7:55 PM
madebygps.com
¡Regresamos con las clases de Python + IA!

Nuevo material, modelos GPT-5, y hemos agregado agentes y MCP.

9 sesiones completas: demos, entornos prácticos, diapositivas y clases en vivo.

Todo 100% GRATIS.

Regístrate: aka.ms/pythonia/serie

Y por favor, comparte con tus amigos, colegas y tu red.
Promotional graphic for a free Python + AI live class series hosted by Microsoft. On the left, a white box lists the schedule: 10/7: LLMs (brain emoji) 10/8: Vector Embeddings (arrow emoji) 10/9: Vision Models (picture frame emoji) 10/14: RAG (magnifying glass emoji) 10/15: Structured Outputs (tools emoji) 10/16: AI Quality and Safety (shield emoji) 10/21: Tool Calling (tools emoji) 10/22: AI Agents (robot emoji) 10/23: Model Context Protocol (paperclip emoji). On the right, there is a smiling cartoon robot holding a magic wand with stars, the Python logo, and a colorful "LIVE" icon. At the bottom, the registration link is shown: aka.ms/pythonia/serie.
August 29, 2025 at 1:55 PM
madebygps.com
@marlene.bsky.social and I started a new show: Python on Azure! We had to go BIG for our first episode: our guest is the one and only @mitsuhiko.at

- Could he vibe-code Flask?
- Is the terminal the ideal UX for AI coding tools?
...and more!

youtu.be/bpWPEhO7RqE?...
Agentic Coding: Armin Ronacher
YouTube video by Microsoft Azure Developers
youtu.be
August 25, 2025 at 3:47 PM
Reposted by Gwyneth Peña-Siguenza
samwho.dev
✨ Big O ✨

Let me take you on a visual introduction to what big O notation is in my new blog post: samwho.dev/big-o.

With big O notation you can better understand how algorithms will perform in practice, finding orders of magnitude improvements often with very simple changes to your code.
August 23, 2025 at 2:35 PM
madebygps.com
Nuevo curso en YouTube:
Crea tu primer MCP Server con Python 🚀

✅ Qué es MCP
✅ VS Code setup
✅ Server en Python paso a paso
✅ Tips con GitHub Copilot (AI)
✅ Prompting & context tricks

youtu.be/gIHt75GVWDo?...
Crea tu Primer MCP Server con Python [Curso Completo Desde Cero]
YouTube video by LA GPS
youtu.be
August 22, 2025 at 4:07 PM
Reposted by Gwyneth Peña-Siguenza
james.montemagno.com
I'm hiring! AI Dev Tools Advocate focused on VS Code & Copilot.

jobs.careers.microsoft.com/global/en/jo...

Do you:
💖 #vscode & #GitHubCopilot
🎉 Enjoying teaching & tech talks & presenting
📹 Creating videos, blogs, & live streaming
💬Engaging with dev communities
👨‍💻 Using the latest AI tools
Search Jobs | Microsoft Careers
jobs.careers.microsoft.com
August 21, 2025 at 9:28 PM
Reposted by Gwyneth Peña-Siguenza
azurecosmosdb.com
New video! 🚀 Learn how to build scalable FastAPI apps with #AzureCosmosDB + Python.

@madebygps.com shows how to:
✅ Use a singleton CosmosClient
✅ Inject it cleanly with FastAPI
✅ Prep for Azure Functions

Watch: https://msft.it/63325ShMAl
#Python #FastAPI #AzureFunctions
Azure Cosmos DB Python Basics: Client Configuration and Dependency Injection with FastAPI
In this video, you'll learn how to properly configure and wire up a CosmosClient using FastAPI's dependency injection system. Instead of creating new connections for every request, we'll implement a singleton pattern with connection pooling that scales efficiently and integrates seamlessly with Azure Functions. What You'll Learn: • Connection pooling fundamentals and why every CosmosClient creates its own pool • The performance difference between one connection pool versus hundreds • Singleton CosmosClient pattern using global variables and lazy initialization • Clean FastAPI dependency injection setup for database connections • Azure Functions integration patterns that work in production Presenter Gwyneth Peña-Siguenza Links: • Code Repository: https://msft.it/63322ShMAk • Azure Functions Best Practices: https://msft.it/63324ShMAw • Azure Cosmos DB Python Best Practices: https://msft.it/63325ShMAb • FastAPI Dependency Injection: https://msft.it/63326ShMAj • Subscribe to Azure Cosmos DB on YouTube – https://msft.it/63327ShMAd • Follow Azure Cosmos DB on X – https://msft.it/63329ShMA5 • Follow Azure Cosmos DB on LinkedIn – https://msft.it/63321ShMA9 #Python #AzureCosmosDB #Azure #NoSQL #DatabaseTutorial #PythonSDK
msft.it
July 15, 2025 at 10:00 AM
Reposted by Gwyneth Peña-Siguenza
scott.hanselman.com
Apologies if you only follow me for technology. However, newsflash, technology is political.
July 3, 2025 at 9:03 PM
Reposted by Gwyneth Peña-Siguenza
scott.hanselman.com
It’s so frustrating that there is this illusion that we are all 49%/49% right now. Us versus them, good versus bad, and it’s all because of the BS that is the electoral system. It’s very likely 70% versus 30% and we’re just not seeing representative government.There’s just no common sense right now
July 3, 2025 at 8:42 PM
Reposted by Gwyneth Peña-Siguenza
pamelafox.bsky.social
Great video from @madebygps.com showing off the new PostgreSQL extension for VS Code, which you can use with both local and Azure databases. And it'll even make a local database for you, using Docker, if you want!

www.youtube.com/watch?v=d_wp...

#postgresql #vscode
Getting Started with the PostgreSQL Extension for VS Code
YouTube video by Visual Studio Code
www.youtube.com
June 6, 2025 at 4:24 PM
Reposted by Gwyneth Peña-Siguenza
vscode.dev
The PostgreSQL extension for VS Code is here! @madebygps.com shows you how to get started with creating a new Docker PostreSQL server, managing your connections, chatting with your database, and more.
June 9, 2025 at 7:22 PM
Reposted by Gwyneth Peña-Siguenza
handle.invalid
@madebygps.com created a 5-part video series on building scalable Python APIs with FastAPI and Azure Cosmos DB. She covered key concepts in this series

devblogs.microsoft.com/cosmosdb/bui...

#python #Programming #PythonProgramming #SoftwareDevelopment #TechNews #OpenSource
Building a Modern Python API with Azure Cosmos DB: A 5-Part Video Series - Azure Cosmos DB Blog
Explore how to use Python with Azure Cosmos DB to build a production-ready API. Watch our video series for insights.
devblogs.microsoft.com
June 17, 2025 at 1:26 PM
Reposted by Gwyneth Peña-Siguenza
handle.invalid
Tomorrow newsletter will be out. Interesting stuff by @madebygps.com Erez Shinan, Corey Schafer @anthonypjshaw.bsky.social Yang Zhou covered

newsletter.piptrends.com/p/how-reladi...

#python #PythonProgramming #ai #ml #MachineLearning #SoftwareDevelopment #TechNews #OpenSource #DataEngineering
How Reladiff Works, t-strings, GIL and more
with some more interesting news, articles, packages and projects
newsletter.piptrends.com
June 20, 2025 at 11:10 AM
Reposted by Gwyneth Peña-Siguenza
gergely.pragmaticengineer.com
Kubernetes is the second-largest open-source project in the world. What does it do—and why is it so widely adopted?

@kat.lol is the Kubernetes Release Team Subproject Lead. She shared the history of Kubernetes, how it's built, when it is a good tool to use, and how you can contribute to it:
May 15, 2025 at 4:03 PM
Reposted by Gwyneth Peña-Siguenza
pamelafox.bsky.social
First up at #PyconUS, @tonybaloney is giving an AI Crash Course.

Exercises and slides in:
github.com/tonybaloney/...
Anthony presenting at PyCon
May 14, 2025 at 1:16 PM
madebygps.com
Was reading PEP 751 (peps.python.org/pep-0751/#ab...) this morning and it feels like a good step toward finally solving Python dependency management woes. Even better UV just added preliminary pylock.toml support 🚀 github.com/astral-sh/uv...
PEP 751 – A file format to record Python dependencies for installation reproducibility | peps.python.org
This PEP proposes a new file format for specifying dependencies to enable reproducible installation in a Python environment. The format is designed to be human-readable and machine-generated. Installe...
peps.python.org
April 28, 2025 at 7:11 PM
Reposted by Gwyneth Peña-Siguenza
corona10.bsky.social
PyCon KR 2025 is now waiting for amazing speakers from around the world :)
This year, PyCon KR will be held in a beautiful area in Seoul, you will enjoy it!

docs.google.com/forms/d/e/1F...
파이콘 한국 2025 CFP 발표자 모집(Suggestion of PyCon Korea 2025 CFP)
안녕하세요, 파이콘 한국 준비 위원회입니다. 8월 15일(금) ~ 17일(일) 진행되는 파이콘 한국 2025의 발표자를 모집합니다! ⭐️ " 파이썬으로 세상을 엮다 " ⭐️ 파이썬에 대한 열정을 가진 사람들과 함께하는 파이콘 한국 2025가 동국대학교에서 오프라인으로 진행됩니다. 여러분의 다양한 목소리로 파이썬의 멋진 매력을 많은 이에게 들려주세요! ...
docs.google.com
April 24, 2025 at 12:48 PM
Reposted by Gwyneth Peña-Siguenza
diegor.it
🔥 PyTorch native builds are now available for Windows on Arm!

✅ No x64 emulation
🚀 Faster performance
📦 Works on Surface Pro X, Dev Kits & GitHub Actions

Dev workflows on Arm64 just got way better.

🔗 blogs.windows.com/windowsdevel...

@microsoft.com

#PyTorch #WindowsOnArm #AI #ML #Arm64
PyTorch Arm native builds now available for Windows
We are excited to announce the availability of Arm native builds of PyTorch for Windows! Until now, developers and researchers had to compile PyTorch locally to support Windows Arm64. With PyTorch 2.7...
blogs.windows.com
April 25, 2025 at 10:27 AM
Reposted by Gwyneth Peña-Siguenza
scott.hanselman.com
This has been a super interesting experience; maybe I’ll do a video or explain the process at some point. I’m very proud of the result. The most challenging talk I’ve ever done. It should get chopped up on YouTube soon. #TEDxPDX (but it can be found rewinding in the livestream)
Scott holds up a Commodore 64 Scott at TEDx Portland The internet is walled gardens Scott and his Dad
April 27, 2025 at 2:35 AM
madebygps.com
Pilas, mi gente: seguimos con las clases de Python + IA. Esta vez, ¡AGENTES! (22 de Abril). Vamos a cubrir mucha teoría y tendremos más de 10 demos con código para solidificar esta info. Terminarás con una base para crear o agregar agentes en tus apps.
diagram of agents architecture from powerpoint slide
April 20, 2025 at 2:44 PM
Reposted by Gwyneth Peña-Siguenza
scott.hanselman.com
Reverse the tariffs and tax the billionaires
April 5, 2025 at 5:32 PM
Reposted by Gwyneth Peña-Siguenza
nazgul.infosec.exchange.ap.brid.gy
Now there's a protest sign you don't see often.
Person holding a cardboard sign which reads "Hand off working COBOL code"
April 6, 2025 at 2:05 AM
Reposted by Gwyneth Peña-Siguenza
github.com
📣 This just in...

The *open source* and official GitHub MCP Server is here 🤩 github.blog/changelog/20...
github-mcp-server is now available in public preview · GitHub Changelog
github-mcp-server [Public Preview]
github.blog
April 4, 2025 at 8:15 PM
madebygps.com
UCONNNNN 🚀🐺🐺🐺
April 6, 2025 at 9:44 PM
Reposted by Gwyneth Peña-Siguenza
pamelafox.bsky.social
Our Python + AI series is now over, but all the resources are still available - recordings, slides, code examples -in both english and español!

techcommunity.microsoft.com/blog/Educato...

Topics covered:
🧠 LLMs
↖️ Vector embeddings
🔍 RAG
🖼️ Vision models
🛠️ Structured outputs
🛡️ Quality & Safety
Python + AI series listing
April 4, 2025 at 4:20 PM