Benjamin Patch
benjaminpatch.com
Benjamin Patch
@benjaminpatch.com
Python programmer specializing in AI and ML web applications.

https://www.benjaminpatch.com/
I had a great time at #PyOhio! Thanks for all the thoughtful questions after “My Agentic Coding UI” talk.
July 29, 2025 at 9:51 PM
When vibe coding fails -- learn #Python! Thrilled to share the first installment of my new "Python Kickstart" series. Please check it out and share your thoughts:

www.benjaminpatch.com/posts/2025/M...
When Vibe Coding Fails: Python Kickstart (part 1) - Benjamin Patch
Python Kickstart: Part One. Why should you learn Python in the age of vibe coding? Then get your feet wet by learning how to start writing Python code.
www.benjaminpatch.com
May 14, 2025 at 5:33 PM
Stop letting algorithms dictate how you think - excellent advice from @usher.dev that we should all try to follow:

usher.dev/posts/2025-0...
Kill your Feeds - Stop letting algorithms dictate how you think
usher.dev
March 18, 2025 at 6:56 PM
Vertical tabs are now an option in @mozilla.org Firefox 136! So far they are working great for me.

Switching back from Brave to try as my default browser for a bit. #opensource

www.mozilla.org/en-US/firefo...
Firefox 136.0, See All New Features, Updates and Fixes
www.mozilla.org
March 4, 2025 at 8:13 PM
Amazing!
marimo.io marimo @marimo.io · Feb 27
🎥 New YouTube video!

Datasette is a data-sharing tool for journalists by Django co-creator @simonwillison.net.

In this video, @koaning.bsky.social shows how to integrate marimo into @datasetteproj — letting you explore and transform data with Python.

www.youtube.com/watch?v=32X...
marimo for datasette users
Datasette is a data-sharing tool, made by Simon Willison, meant for the field of data journalism. It has a lot of cool features out of the box, especially if...
www.youtube.com
February 28, 2025 at 4:04 PM
Sounds like a great idea. Healthcare is so difficult to change, but we should certainly try.
Faster diagnoses. Personalized care. Life-saving research. AI promises all of this—but only if we unlock the data. The fix? Open interoperability.

To learn more, read the full report: hubs.ly/Q038gfVy0

#HealthData
February 27, 2025 at 6:00 PM
Great to see NVIDIA’s continued support for Linux.
February 27, 2025 at 4:06 PM
Forget training LLMs from scratch. #DeepSeek shows us the power of #OpenSource + #ModelDistillation. But is sacrificing safety for efficiency a Faustian bargain? I've laid out my research and would love to hear your thoughts!
DeepSeek-R1: The Promise and Peril of Open-Source Model Distillation - Benjamin Patch
Discover how DeepSeek-R1's open-source approach could fuel an explosion of specialized AI models, and the challenges that come with it.
buff.ly
February 16, 2025 at 11:02 AM
I think it's fair to say #opensource AI is far more than a trend, it's a rebalancing of power in the AI landscape.

Do you think OpenAI, Anthropic, or Google will follow DeepSeek's lead?
Open source AI is already finding its way into production
Open source AI models are in widespread use, enabling developers around the world to build custom AI solutions and host them where they choose.
buff.ly
February 11, 2025 at 10:32 AM
On Long Term Software Development by @berthubert.bsky.social

- Limit your dependencies.
- Test thoroughly.
- Keep it simple.
- Document.
And so much more! I strongly recommended giving this fantastic article a read:
https://buff.ly/4grEIGJ

#softwaredevelopment #programming #python #c++
On Long Term Software Development - Bert Hubert's writings
Recently the Dutch Electoral Board (where I am also a very part time advisor) invited me to do a talk reflecting on their open source Abacus vote tabulation software. Much software is now provided as…
berthub.eu
February 7, 2025 at 4:48 PM
Reposted by Benjamin Patch
"Xi" + " Jin" + "ping" = "Let`s talk about something else".

#DeepSeek
February 5, 2025 at 3:19 PM
How to Write a Good Design Doc: A helpful read by @grantslatton.bsky.social

Think of a design doc like a proof in mathematics. The goal is to convince the reader that the theorem is true. The goal of a design doc is to convince the reader the design is optimal.

https://grantslatton.com/how-to-des…
Writing a good design document
A guide
grantslatton.com
February 5, 2025 at 10:37 AM
Worried about DeepSeek's data collection? Have you considered self-hosting the model on your own infrastructure? Learn more here: https://predictionguard.com/deepseek-blog

#OpenSource #DeepSeek #HuggingFace #DataSecurity
deepseek-r1-security
Diving into all of the real and hyped security concerns related to DeepSeek. Helping users understand privacy issues.
predictionguard.com
February 4, 2025 at 10:12 AM
How do you set up your #python virtual environments? Here's what I do for simple #pythondev projects:

www.benjaminpatch.com/posts/2025/J...
Simple Python Virtual Environments: Linux and Mac - Benjamin Patch
In this guide, you will learn why Python virtual environments are important and how to create and manage them.
www.benjaminpatch.com
January 31, 2025 at 7:41 PM
Hello to the world of @bsky.app!
November 20, 2024 at 5:42 PM