Kyle Kelley
@kylekelley.bsky.social
Quill 🎮 Anaconda 🐍 🧪 Jupyter & Zed Hacker ⌨️ Santa Cruz City Schools Board 🏫 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.
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
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.
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
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
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- · Pull Request #40889 · 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 · Pull Request #30 · 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 .
🔗 Found pyo3 bindings with abi3 support
🐍 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
Reposted by Kyle Kelley
The biggest thing I've always wanted fixed in Jupyter is the ability to close a tab and see the results after. Long running spark job, training a model, or just a dumb sleep.
July 25, 2025 at 11:27 PM
The biggest thing I've always wanted fixed in Jupyter is the ability to close a tab and see the results after. Long running spark job, training a model, or just a dumb sleep.
I saw this tweet about @livestore.dev and it made me realize that @schickling.dev built exactly the library I need to make realtime notebooks with modern agentic plumbing. More 📘 below ⬇️
July 25, 2025 at 11:21 PM
I saw this tweet about @livestore.dev and it made me realize that @schickling.dev built exactly the library I need to make realtime notebooks with modern agentic plumbing. More 📘 below ⬇️
Glad @anthropic.com's Claude + @zed.dev don't hold back from a little bit of cursing even if it had to quote my speech.
July 11, 2025 at 12:05 AM
Glad @anthropic.com's Claude + @zed.dev don't hold back from a little bit of cursing even if it had to quote my speech.
Sorry but as a Large Language Model you suck
July 9, 2025 at 11:12 PM
Sorry but as a Large Language Model you suck
ballmer peak but for my lil babby vibe coder
July 8, 2025 at 2:09 AM
ballmer peak but for my lil babby vibe coder
I don't think that's going to resolve quickly @anthropic.com
June 23, 2025 at 3:16 PM
I don't think that's going to resolve quickly @anthropic.com
Judging by how many people idle their vehicles in California, gas is too cheap.
June 22, 2025 at 3:30 PM
Judging by how many people idle their vehicles in California, gas is too cheap.
Make explicit that which has been implicit
June 21, 2025 at 12:57 PM
Make explicit that which has been implicit
Reposted by Kyle Kelley
Every cute little business district needs to subsidize its cute little bookstores. If rents go up and it gets priced out in favor of yet another restaurant the appeal of the whole neighborhood drops precipitously. Dinner dates need walking destinations nearby that aren't just food.
March 7, 2025 at 9:29 PM
Every cute little business district needs to subsidize its cute little bookstores. If rents go up and it gets priced out in favor of yet another restaurant the appeal of the whole neighborhood drops precipitously. Dinner dates need walking destinations nearby that aren't just food.
It's been 25 years since MDFMK sung "The revolution will be synthesized"
June 11, 2025 at 11:10 PM
It's been 25 years since MDFMK sung "The revolution will be synthesized"