Kyle Kelley
@kylekelley.bsky.social
Quill ๐ฎ Anaconda ๐ ๐งช Jupyter & Zed Hacker โจ๏ธ Santa Cruz City Schools Board ๐ซ Untitled.ipynb
Reposted by Kyle Kelley
I've been in the AI world for like two years now and I am continuously amazed by how many problems are no longer technical problems.
The bigger cost of implementing automation is fine and institutional inertia.
The bigger cost of implementing automation is fine and institutional inertia.
February 10, 2026 at 5:38 PM
I've been in the AI world for like two years now and I am continuously amazed by how many problems are no longer technical problems.
The bigger cost of implementing automation is fine and institutional inertia.
The bigger cost of implementing automation is fine and institutional inertia.
Backlogs can only grow.
February 10, 2026 at 4:45 AM
Backlogs can only grow.
Kind of fun to use inside of Zed.
February 10, 2026 at 2:48 AM
Kind of fun to use inside of Zed.
PR is up github.com/zed-industri...
repl: Support Jupyter widgets by rgbkrk ยท Pull Request #48844 ยท zed-industries/zed
This PR adds basic support for IPython/Jupyter widgets.
At the very least, I wanted to get tqdm supported which as every ML engineer knows is the most used library in machine learning. The progress...
github.com
February 10, 2026 at 2:48 AM
PR is up github.com/zed-industri...
Didn't think this would be possible but I started adding native @jupyter.org widget support to @zed.dev
February 10, 2026 at 12:48 AM
Didn't think this would be possible but I started adding native @jupyter.org widget support to @zed.dev
Even that joy has been taken away.
February 9, 2026 at 7:07 PM
Even that joy has been taken away.
Commenting on PRs is broken. Time to just merge PRs.
February 9, 2026 at 6:59 PM
Commenting on PRs is broken. Time to just merge PRs.
Based on GitHub actions logs they're now routing more of actions runners through Azure. Hope they finish this transition soon and stabilize.
February 9, 2026 at 5:45 PM
Based on GitHub actions logs they're now routing more of actions runners through Azure. Hope they finish this transition soon and stabilize.
Damn GitHub is still having trouble. Maybe they should run some copilot on it.
February 9, 2026 at 5:03 PM
Damn GitHub is still having trouble. Maybe they should run some copilot on it.
Jupyter and IPython are NOT in the epstein files.
This notebook, however, has seen things.
This notebook, however, has seen things.
February 9, 2026 at 4:49 PM
Jupyter and IPython are NOT in the epstein files.
This notebook, however, has seen things.
This notebook, however, has seen things.
Ready the PR cannon. Branches standing by. Awaiting further instruction from @github.com
February 9, 2026 at 4:39 PM
Ready the PR cannon. Branches standing by. Awaiting further instruction from @github.com
Widgets are hairy. Code is here: github.com/nteract/elem...
I'm assuming you're passing through comms somehow?
I'm assuming you're passing through comms somehow?
elements/registry/widgets at main ยท nteract/elements
the basic elements for composing notebook experiences - nteract/elements
github.com
February 9, 2026 at 9:03 AM
Widgets are hairy. Code is here: github.com/nteract/elem...
I'm assuming you're passing through comms somehow?
I'm assuming you're passing through comms somehow?
The other interesting tidbit here is that the IPython widgets are wholly implemented in react. No dependencies on backbone or any of the other legacy bits. Pure react, tailwind, and radix UI. nteract-elements.vercel.app/docs/widgets...
Built-in Controls
Gallery of shadcn-backed widget components
nteract-elements.vercel.app
February 9, 2026 at 1:30 AM
The other interesting tidbit here is that the IPython widgets are wholly implemented in react. No dependencies on backbone or any of the other legacy bits. Pure react, tailwind, and radix UI. nteract-elements.vercel.app/docs/widgets...
This is rad, I'm loving it.
February 8, 2026 at 9:38 PM
This is rad, I'm loving it.
I just made a sidecar viewer of output you can run in jupyter console or even a regular ipython terminal to get rich interactives without a notebook.
pip install runtimed
import runtimed
runtimed.sidecar()
pip install runtimed
import runtimed
runtimed.sidecar()
February 8, 2026 at 8:58 PM
I just made a sidecar viewer of output you can run in jupyter console or even a regular ipython terminal to get rich interactives without a notebook.
pip install runtimed
import runtimed
runtimed.sidecar()
pip install runtimed
import runtimed
runtimed.sidecar()
Reposted by Kyle Kelley
San Diego Unified School District has quietly embarked on a massive program to build educator housing.
The focus has been on maximizing the number of units affordable to staff, not on deepest means-tested affordability.
voiceofsandiego.org/2026/01/29/w...
The focus has been on maximizing the number of units affordable to staff, not on deepest means-tested affordability.
voiceofsandiego.org/2026/01/29/w...
January 31, 2026 at 3:43 PM
San Diego Unified School District has quietly embarked on a massive program to build educator housing.
The focus has been on maximizing the number of units affordable to staff, not on deepest means-tested affordability.
voiceofsandiego.org/2026/01/29/w...
The focus has been on maximizing the number of units affordable to staff, not on deepest means-tested affordability.
voiceofsandiego.org/2026/01/29/w...
Reposted by Kyle Kelley
My theory here is the major labs have done very little or no RLHF on visual explanations and diagrams? Seems like a blind spot. Image generation alone or text generation alone are very well optimised but the combination seems uniquely hard for current models.
January 11, 2026 at 11:15 AM
My theory here is the major labs have done very little or no RLHF on visual explanations and diagrams? Seems like a blind spot. Image generation alone or text generation alone are very well optimised but the combination seems uniquely hard for current models.
Not a day goes by that I'm not mad at Howard Jarvis and Paul Gann
December 4, 2025 at 8:36 PM
Not a day goes by that I'm not mad at Howard Jarvis and Paul Gann
Looking good on `main`. So happy to see the REPL in Zed get some love. This is not sped up. Pure Rust runtime kernel via @posit.co (Ark) and Zed's totally native UI.
November 14, 2025 at 5:07 PM
Looking good on `main`. So happy to see the REPL in Zed get some love. This is not sped up. Pure Rust runtime kernel via @posit.co (Ark) and Zed's totally native UI.
Much thanks to @lionelhenry.bsky.social and @cirw.in for pushing the rust bindings for Jupyter further and making @posit.co's Ark runtime work in @zed.dev! github.com/zed-industri...
Update runtimed to fix compatibility issue with the Ark kernel by lionel- ยท Pull Request #40889 ยท zed-industries/zed
Closes #40888
This updates runtimed to the latest version, which handles the "starting" variant of execution_state. It actually handles a bunch of other variants that are not documented i...
github.com
November 13, 2025 at 7:38 PM
Much thanks to @lionelhenry.bsky.social and @cirw.in for pushing the rust bindings for Jupyter further and making @posit.co's Ark runtime work in @zed.dev! github.com/zed-industri...
Finally tried out PyO3 for python <> rust bindings with async/await support. Not sure what the best patterns are but it's way easier than I expected.
github.com/alexjg/samod...
github.com/alexjg/samod...
Basic samod binding for python via PyO3 by rgbkrk ยท Pull Request #30 ยท alexjg/samod
This introduces a samod-py crate and a samod python module
Building and installing a dev copy:
$ maturin build --release && pip install -e .
๐ Found pyo3 bindings with abi3 support
๐ Found ...
github.com
November 13, 2025 at 12:20 AM
Finally tried out PyO3 for python <> rust bindings with async/await support. Not sure what the best patterns are but it's way easier than I expected.
github.com/alexjg/samod...
github.com/alexjg/samod...
Reposted by Kyle Kelley
planting 40 million merkle search trees, in 20 years we'll have a whole lot of merkle search forests
we can log the merkle search forests for merkle search timber which we will then use to construct a merkle search floating city
we can log the merkle search forests for merkle search timber which we will then use to construct a merkle search floating city
November 8, 2025 at 12:16 AM
planting 40 million merkle search trees, in 20 years we'll have a whole lot of merkle search forests
we can log the merkle search forests for merkle search timber which we will then use to construct a merkle search floating city
we can log the merkle search forests for merkle search timber which we will then use to construct a merkle search floating city
I need cat-aware undo
September 22, 2025 at 2:08 PM
I need cat-aware undo
Any idea how to get out of the orange wheel cycle? I don't have any logs in the server about failures here. 404s in the web console though on `/api/events/subscribe` though.
July 27, 2025 at 2:05 PM
Any idea how to get out of the orange wheel cycle? I don't have any logs in the server about failures here. 404s in the web console though on `/api/events/subscribe` though.
Oooh, this is a good advancement since I last tried jupyter-collaboration.
July 27, 2025 at 1:51 PM
Oooh, this is a good advancement since I last tried jupyter-collaboration.