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John Paul Helveston
John Paul Helveston
@jhelvy.bsky.social
Systems Eng Prof @ GWU 🦛 | Director, Data Analytics MS Program | EVs 🔋🚗 | Low Carbon Tech | Choice Modeling | Survey Research | China | US-China Policy | #rstats | #reproducibility | #opensource | Father | opinions own
11.5K followers2.8K following701 posts
@pingfanhu.bsky.social and I built our own editor. I know, I know…does the world really need another one? But Emaki 絵巻 is the tool I’ve wanted since I started using Claude Code and Codex, so we just went ahead and built it 🙃. We’re calling it an "agentic development environment" (ADE) ...🧵
It’s free, open source (MIT), built in Rust 🦀, and runs on Mac 🍔, Windows 🪟 and Linux 🐧 Download it at emaki.lol
@pingfanhu.bsky.social and I built our own editor. I know, I know…does the world really need another one? But Emaki 絵巻 is the tool I’ve wanted since I started using Claude Code and Codex, so we just went ahead and built it 🙃. We’re calling it an "agentic development environment" (ADE) ...🧵
As long as gas stays expensive, I expect the gap between the EVs Americans want and the EVs dealers can actually sell them will remain. Full piece: theconversation.com/americans-wa...
earmark can now run on GitHub. Set up a repo, then add articles by listing them in a sources.yml file. Making a commit kicks off an action that converts the articles into mp3s that are served on GitHub pages. Listen to your articles from any podcast app! earmark-dev.github.io/earmark/gith...
Sharing a great little 6-min video by a creative film maker and story teller. Looks like he just getting started on some really cool work. youtu.be/IXRVD7ZqncQ?...
On my way to posit::conf(2026)! Looking forward to sharing ideas about data, code, AI, & tools with a fun and ridiculously creative community. And if you'll also be there, come to my talk Tues afternoon to see how we used #quarto and AI agents to build the vehicletrends.us dashboard!
Super proud of Dr. @pingfanhu.bsky.social, who successfully defended his dissertation today! In addition to writing his full dissertation, he created a storybook version that is so well done - check it out! pingfan-hu.github.io/2026-phd-sto...
👂Got an article you wanna listen to? Try this tool! It extracts text from a URL or document, converts it to a narrated MP3, and posts it to your own podcast feed you can subscribe to on your phone. One line and you get a new "episode" on your phone: earmark publish <DOC> jhelvy.github.io/earmark/
Thanks to everyone who joined our workshop today on Agentic Workflows with Claude Code! In case you missed it, we just posted the recording on YouTube: youtu.be/kX1bzUHZWqc Happy Claude Coding!
🚨 We're running a free 2-hour remote workshop this Friday on agentic workflows with Claude Code 🤖 If you're curious about how to get started with agentic workflows, you'll probably find this helpful. All workshop materials (and link to register) are at pingfan-hu.github.io/2026-agentic...
Refreshing to hear people calling the bullshit what it is in @science.org Full article www.science.org/content/blog...
The public overwhelmingly rejects OMB's federal grant rule change. I used the GPT 4o mini LLM to classify the comments, showing 94% in opposition. Of the 5% supporting, ~84% are verbatim copies. This blog post summarizes the results (full analysis linked in post). www.jhelvy.com/blog/2026-07...
There are 496,769 comments on the OMB rule that will devastate U.S. science. Thank you 🙏 Little doubt this administration will shove this rule through anyway, but these comments will matter. The fight to defend science is not over. Many more battles to come. www.regulations.gov/docket/OMB-2...
In 48 hours with #Claude code, I built a C++ backend to my logitr #rstats 📦 to make mixed logit model estimation ⚡ fast. There's no excuse now for slow software now when tools like CC are available to do the performance engineering. A post on this build out: www.jhelvy.com/blog/2026-07...
This is an excellent talk on the recent history of AI progress in solving increasingly challenging problems in science and the shockingly consistent outcome that just scaling the models more leads to continued performance improvements. youtu.be/Mw60FH5iflI?...
If you've ever been curious about how to use claude code skills, check out @pingfanhu.bsky.social's recent post. He shows how to leverage skills to encapsulate complex workflows and achieve impressively consistent outputs from agents. pingfanhu.com/blog/2026-06...
Excellent reporting and analysis on America's deadly mega trucks and SUVs www.nytimes.com/interactive/...
🚨 The U.S. scientific enterprise faces an existential threat few are talking about. A proposed OMB rule would reshape ALL federal research funding — NIH, NSF, DOE, DOD, every agency. What it does & how to push back 👇 defendfederalresearch.org 🧵...
Take 15 minutes: 1️⃣ Comment using the guide (it has an AI prompt to help you draft it): defendfederalresearch.org 2️⃣ Send the same message to your members of Congress ⏰ Deadline: July 13, 2026. Then repost this.
🚨 The U.S. scientific enterprise faces an existential threat few are talking about. A proposed OMB rule would reshape ALL federal research funding — NIH, NSF, DOE, DOD, every agency. What it does & how to push back 👇 defendfederalresearch.org 🧵...
Code for the chart at gist.github.com/jhelvy/80e99...
Esp for use with LLMs - I'm increasingly convinced #quarto is the ideal LLM output. Separating *content* from *format* is so, so useful. www.jhelvy.com/blog/2026-05...
And Quarto to bring them all, and in the darkness bind them
#Quarto is much more than a publishing framework. When leveraged with agents with Claude code, it's a powerhouse tool for agentic workflows. In this blog post, I make a few quick arguments for why you should check out Quarto if you're working with agents. www.jhelvy.com/blog/2026-05...
A less extreme version is just to put speed governors on every car. You can put the cap at something like 85mph, but seriously beyond that there is truly no reason to be allowed to drive faster except like running from the cops
My least popular (and most correct) view is that cars should be automatically limited to the local speed limit. Put the pedal to the floor and you still can't go over 25mph in a residential area. (15 in Manhattan btw)
Excellent piece by Geraint Rees and @jameswilsdon.bsky.social on the massive challenges facing the legacy grant funding system in the era of AI. We need a better approach, like yesterday. www.nature.com/articles/d41...
@pingfanhu.bsky.social has an amazing 3-part blog series on agentic engineering workflows: Part 1 - Claude code basics: pingfanhu.com/blog/2026-03... Part 2 - Workflow and examples: pingfanhu.com/blog/2026-04... Part 3 - Software that ties it together: pingfanhu.com/blog/2026-04...