how would you compare this with something like prime-agent making the harness a persistent ipython kernel notebook with all tool calls being python funcs?
September 18, 2026 at 6:11 PM
how would you compare this with something like prime-agent making the harness a persistent ipython kernel notebook with all tool calls being python funcs?
I recently tried using ipython notebook in a pipenv shell and realized that all of my imports were missing. This is because the the kernel selected is wrong.
In your project directory run:
pipenv…
kongaloosh.com/e/2019/10/12/i-recently #dev #python #pipenv #ipythonnotebook #jupyter #note
In your project directory run:
pipenv…
kongaloosh.com/e/2019/10/12/i-recently #dev #python #pipenv #ipythonnotebook #jupyter #note
September 15, 2026 at 3:08 PM
I recently tried using ipython notebook in a pipenv shell and realized that all of my imports were missing. This is because the the kernel selected is wrong.
In your project directory run:
pipenv…
kongaloosh.com/e/2019/10/12/i-recently #dev #python #pipenv #ipythonnotebook #jupyter #note
In your project directory run:
pipenv…
kongaloosh.com/e/2019/10/12/i-recently #dev #python #pipenv #ipythonnotebook #jupyter #note
The xkcd font
https://github.com/ipython/xkcd-font
https://github.com/ipython/xkcd-font
GitHub - ipython/xkcd-font: The xkcd font
The xkcd font. Contribute to ipython/xkcd-font development by creating an account on GitHub.
github.com
September 12, 2026 at 5:08 PM
The xkcd font
https://github.com/ipython/xkcd-font
https://github.com/ipython/xkcd-font
xkcd-font: The xkcd font https://lobste.rs/s/o6rlho ##design
GitHub - ipython/xkcd-font: The xkcd font
The xkcd font. Contribute to ipython/xkcd-font development by creating an account on GitHub.
github.com
September 12, 2026 at 3:50 PM
xkcd-font: The xkcd font https://lobste.rs/s/o6rlho ##design
Excited to hear from @fernandoperez.org, a @ucberkeleyofficial.bsky.social professor, @berkeleylab.lbl.gov faculty scientist, creator of #iPython, and co-founder of @jupyter.org at the #USRSE26 conference on Oct 19th!
Hope to see you all there as well!
#RSE #RSEng #ResearchSoftware
Hope to see you all there as well!
#RSE #RSEng #ResearchSoftware
🎺 Opening Keynote: Fernando Pérez
Join us Oct 19th — UC Berkeley Assoc. Prof & LBNL Faculty Scientist, creator of IPython & co-founder of Project Jupyter.
🧑💻 Program: us-rse.org/usrse26/prog...
🙋 Volunteer: docs.google.com/forms/d/e/1F...
👉 Register: us-rse.org/usrse26/atte...
#usrse26 #rse
Join us Oct 19th — UC Berkeley Assoc. Prof & LBNL Faculty Scientist, creator of IPython & co-founder of Project Jupyter.
🧑💻 Program: us-rse.org/usrse26/prog...
🙋 Volunteer: docs.google.com/forms/d/e/1F...
👉 Register: us-rse.org/usrse26/atte...
#usrse26 #rse
Full Program
US-RSE Conference 2026
us-rse.org
September 11, 2026 at 11:07 PM
Excited to hear from @fernandoperez.org, a @ucberkeleyofficial.bsky.social professor, @berkeleylab.lbl.gov faculty scientist, creator of #iPython, and co-founder of @jupyter.org at the #USRSE26 conference on Oct 19th!
Hope to see you all there as well!
#RSE #RSEng #ResearchSoftware
Hope to see you all there as well!
#RSE #RSEng #ResearchSoftware
New beta release of AsciiMath2MathML library:
pypi.org/project/asci...
It now covers all of AsciiMath, and has a bunch of convenience features: a CLI, a cache to increase performance, improved error diagnostics, Jupyter & IPython support, etc.
Details in github.com/webmaven/asc...
pypi.org/project/asci...
It now covers all of AsciiMath, and has a bunch of convenience features: a CLI, a cache to increase performance, improved error diagnostics, Jupyter & IPython support, etc.
Details in github.com/webmaven/asc...
asciimath2mathml
Convert AsciiMath strings to MathML markup
pypi.org
September 11, 2026 at 10:40 PM
New beta release of AsciiMath2MathML library:
pypi.org/project/asci...
It now covers all of AsciiMath, and has a bunch of convenience features: a CLI, a cache to increase performance, improved error diagnostics, Jupyter & IPython support, etc.
Details in github.com/webmaven/asc...
pypi.org/project/asci...
It now covers all of AsciiMath, and has a bunch of convenience features: a CLI, a cache to increase performance, improved error diagnostics, Jupyter & IPython support, etc.
Details in github.com/webmaven/asc...
🎺 Opening Keynote: Fernando Pérez
Join us Oct 19th — UC Berkeley Assoc. Prof & LBNL Faculty Scientist, creator of IPython & co-founder of Project Jupyter.
🧑💻 Program: us-rse.org/usrse26/prog...
🙋 Volunteer: docs.google.com/forms/d/e/1F...
👉 Register: us-rse.org/usrse26/atte...
#usrse26 #rse
Join us Oct 19th — UC Berkeley Assoc. Prof & LBNL Faculty Scientist, creator of IPython & co-founder of Project Jupyter.
🧑💻 Program: us-rse.org/usrse26/prog...
🙋 Volunteer: docs.google.com/forms/d/e/1F...
👉 Register: us-rse.org/usrse26/atte...
#usrse26 #rse
Full Program
US-RSE Conference 2026
us-rse.org
September 11, 2026 at 8:36 PM
🎺 Opening Keynote: Fernando Pérez
Join us Oct 19th — UC Berkeley Assoc. Prof & LBNL Faculty Scientist, creator of IPython & co-founder of Project Jupyter.
🧑💻 Program: us-rse.org/usrse26/prog...
🙋 Volunteer: docs.google.com/forms/d/e/1F...
👉 Register: us-rse.org/usrse26/atte...
#usrse26 #rse
Join us Oct 19th — UC Berkeley Assoc. Prof & LBNL Faculty Scientist, creator of IPython & co-founder of Project Jupyter.
🧑💻 Program: us-rse.org/usrse26/prog...
🙋 Volunteer: docs.google.com/forms/d/e/1F...
👉 Register: us-rse.org/usrse26/atte...
#usrse26 #rse
I went looking for something like this a few weeks back and there's basically something of varying maturity for every jupyterlab notebook kernel. I think ipython is probably in the lead.
September 11, 2026 at 6:20 PM
I went looking for something like this a few weeks back and there's basically something of varying maturity for every jupyterlab notebook kernel. I think ipython is probably in the lead.
the ipython kernel attach to store state / tool outputs, just write python you can hang onto variables of... is pretty cool, IMO.
if someone actually RL's a model to really take advantage of that even more... could be even cooler, perhaps?
if someone actually RL's a model to really take advantage of that even more... could be even cooler, perhaps?
September 10, 2026 at 6:32 PM
the ipython kernel attach to store state / tool outputs, just write python you can hang onto variables of... is pretty cool, IMO.
if someone actually RL's a model to really take advantage of that even more... could be even cooler, perhaps?
if someone actually RL's a model to really take advantage of that even more... could be even cooler, perhaps?
we have commercial so i might just stick with letting the agent have its own separate copy of binja headless... actually, setting up the python env so that prime-agent's ipython kernel can just `import binaryninja` might be the move
September 9, 2026 at 10:21 PM
we have commercial so i might just stick with letting the agent have its own separate copy of binja headless... actually, setting up the python env so that prime-agent's ipython kernel can just `import binaryninja` might be the move
There's prime-agent that exposes only iPython kernel so an agent does everything via that. Apparently Astra will benefit from it a lot hmm.
September 6, 2026 at 6:03 PM
There's prime-agent that exposes only iPython kernel so an agent does everything via that. Apparently Astra will benefit from it a lot hmm.
IPython is All You Need
Nathan Cooper shows how to turn IPython into a full terminal shell that runs Bash commands without !, displays images, and retains rich execution history. He then adds an AI assistant that can understand shell…
https://nathancooper.io/blog/2026-08-10-ipython-is-all-you-need
Nathan Cooper shows how to turn IPython into a full terminal shell that runs Bash commands without !, displays images, and retains rich execution history. He then adds an AI assistant that can understand shell…
https://nathancooper.io/blog/2026-08-10-ipython-is-all-you-need
September 6, 2026 at 6:15 AM
IPython is All You Need
Nathan Cooper shows how to turn IPython into a full terminal shell that runs Bash commands without !, displays images, and retains rich execution history. He then adds an AI assistant that can understand shell…
https://nathancooper.io/blog/2026-08-10-ipython-is-all-you-need
Nathan Cooper shows how to turn IPython into a full terminal shell that runs Bash commands without !, displays images, and retains rich execution history. He then adds an AI assistant that can understand shell…
https://nathancooper.io/blog/2026-08-10-ipython-is-all-you-need
Nope. Look at the time-frequency plot in the binary black hole tutorial I linked (it's an iPython notebook). You need a wider range to model the chirp signal. Over the course of the chirp, the maximum starts at around 50 Hz and moves to about 250 Hz. All of that is what LIGO measures.
September 5, 2026 at 6:53 PM
Nope. Look at the time-frequency plot in the binary black hole tutorial I linked (it's an iPython notebook). You need a wider range to model the chirp signal. Over the course of the chirp, the maximum starts at around 50 Hz and moves to about 250 Hz. All of that is what LIGO measures.
IPython is All You Need nathancooper.io/blog/2026-08...
Nathan Cooper - IPython is All You Need
nathancooper.io
September 4, 2026 at 5:29 PM
IPython is All You Need nathancooper.io/blog/2026-08...
IPython is All You Need nathancooper.io/blog/2026-08...
Nathan Cooper - IPython is All You Need
nathancooper.io
September 4, 2026 at 5:28 PM
IPython is All You Need nathancooper.io/blog/2026-08...
modern terminals are amazing, it hasn't been this good since Tektronix emulation in xterm.
September 3, 2026 at 1:18 AM
modern terminals are amazing, it hasn't been this good since Tektronix emulation in xterm.
treba jakl vetisna shellu, psql, ipython, gdb...
September 2, 2026 at 5:28 PM
treba jakl vetisna shellu, psql, ipython, gdb...
[19/30] 306 Likes, 2 Comments, 2 Posts
2608.23552, cs․AI | cs․CL | cs․SE, 24 Aug 2026
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras, Mika Senghaas, Fares Obeid, Konstantin Dunas, Johannes Hagemann, Sami Jag...
2608.23552, cs․AI | cs․CL | cs․SE, 24 Aug 2026
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras, Mika Senghaas, Fares Obeid, Konstantin Dunas, Johannes Hagemann, Sami Jag...
September 1, 2026 at 12:06 AM
[19/30] 306 Likes, 2 Comments, 2 Posts
2608.23552, cs․AI | cs․CL | cs․SE, 24 Aug 2026
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras, Mika Senghaas, Fares Obeid, Konstantin Dunas, Johannes Hagemann, Sami Jag...
2608.23552, cs․AI | cs․CL | cs․SE, 24 Aug 2026
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras, Mika Senghaas, Fares Obeid, Konstantin Dunas, Johannes Hagemann, Sami Jag...
言語モデルは逐次処理装置ですが、長期的な能動性を実現するには、モデルの重みやアクティブなコンテキストを超えた外部情報と計算が必要となります。
Prime Agentは、長期的な評価およびコーディングエージェントのワークフローのためのオープンソースのハネスです。
永続的なIPython REPLは、プログラムによるコンテキスト処理とテスト時の計算において「再帰的言語モデル（Recursive Language Model）」の抽象化に従う一方、Continual Harnessは、各軌跡にわたって履歴、記憶、スキル、プロンプト、およびサブエージェントの仕様を保持します。
再帰的なサブ...
Prime Agentは、長期的な評価およびコーディングエージェントのワークフローのためのオープンソースのハネスです。
永続的なIPython REPLは、プログラムによるコンテキスト処理とテスト時の計算において「再帰的言語モデル（Recursive Language Model）」の抽象化に従う一方、Continual Harnessは、各軌跡にわたって履歴、記憶、スキル、プロンプト、およびサブエージェントの仕様を保持します。
再帰的なサブ...
August 29, 2026 at 12:04 AM
言語モデルは逐次処理装置ですが、長期的な能動性を実現するには、モデルの重みやアクティブなコンテキストを超えた外部情報と計算が必要となります。
Prime Agentは、長期的な評価およびコーディングエージェントのワークフローのためのオープンソースのハネスです。
永続的なIPython REPLは、プログラムによるコンテキスト処理とテスト時の計算において「再帰的言語モデル（Recursive Language Model）」の抽象化に従う一方、Continual Harnessは、各軌跡にわたって履歴、記憶、スキル、プロンプト、およびサブエージェントの仕様を保持します。
再帰的なサブ...
Prime Agentは、長期的な評価およびコーディングエージェントのワークフローのためのオープンソースのハネスです。
永続的なIPython REPLは、プログラムによるコンテキスト処理とテスト時の計算において「再帰的言語モデル（Recursive Language Model）」の抽象化に従う一方、Continual Harnessは、各軌跡にわたって履歴、記憶、スキル、プロンプト、およびサブエージェントの仕様を保持します。
再帰的なサブ...
[20/30] 262 Upvotes, 2 Comments, 2 Posts, arXiv:2608.23552
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras
August 29, 2026 at 12:04 AM
[20/30] 262 Upvotes, 2 Comments, 2 Posts, arXiv:2608.23552
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras
Just released version 10.8.10 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath.
Improved compatibility with @googlecolab.bsky.social, new packages, upgrades.
github.com/passagemath/...
Improved compatibility with @googlecolab.bsky.social, new packages, upgrades.
github.com/passagemath/...
Release passagemath-10.8.10 · passagemath/passagemath
Dedicated to the memory of Pietro Belotti.
Improved compatibility with Google Colab
Version requirements on IPython and NumPy were relaxed so that the versions preinstalled on Google Colab are acce...
github.com
August 28, 2026 at 4:24 PM
Just released version 10.8.10 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath.
Improved compatibility with @googlecolab.bsky.social, new packages, upgrades.
github.com/passagemath/...
Improved compatibility with @googlecolab.bsky.social, new packages, upgrades.
github.com/passagemath/...
言語モデルは逐次処理装置ですが、長期的な能動性を実現するには、モデルの重みやアクティブなコンテキストを超えた外部情報と計算が必要となります。
Prime Agentは、長期的な評価およびコーディングエージェントのワークフローのためのオープンソースのハネスです。
永続的なIPython REPLは、プログラムによるコンテキスト処理とテスト時の計算において「再帰的言語モデル（Recursive Language Model）」の抽象化に従う一方、Continual Harnessは、各軌跡にわたって履歴、記憶、スキル、プロンプト、およびサブエージェントの仕様を保持します。
再帰的なサブ...
Prime Agentは、長期的な評価およびコーディングエージェントのワークフローのためのオープンソースのハネスです。
永続的なIPython REPLは、プログラムによるコンテキスト処理とテスト時の計算において「再帰的言語モデル（Recursive Language Model）」の抽象化に従う一方、Continual Harnessは、各軌跡にわたって履歴、記憶、スキル、プロンプト、およびサブエージェントの仕様を保持します。
再帰的なサブ...
August 28, 2026 at 12:05 AM
言語モデルは逐次処理装置ですが、長期的な能動性を実現するには、モデルの重みやアクティブなコンテキストを超えた外部情報と計算が必要となります。
Prime Agentは、長期的な評価およびコーディングエージェントのワークフローのためのオープンソースのハネスです。
永続的なIPython REPLは、プログラムによるコンテキスト処理とテスト時の計算において「再帰的言語モデル（Recursive Language Model）」の抽象化に従う一方、Continual Harnessは、各軌跡にわたって履歴、記憶、スキル、プロンプト、およびサブエージェントの仕様を保持します。
再帰的なサブ...
Prime Agentは、長期的な評価およびコーディングエージェントのワークフローのためのオープンソースのハネスです。
永続的なIPython REPLは、プログラムによるコンテキスト処理とテスト時の計算において「再帰的言語モデル（Recursive Language Model）」の抽象化に従う一方、Continual Harnessは、各軌跡にわたって履歴、記憶、スキル、プロンプト、およびサブエージェントの仕様を保持します。
再帰的なサブ...
[28/30] 232 Upvotes, 2 Comments, 2 Posts, arXiv:2608.23552
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras
August 28, 2026 at 12:05 AM
[28/30] 232 Upvotes, 2 Comments, 2 Posts, arXiv:2608.23552
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras
🆕Prime Agent: A Self-Improving RLM Harness
Seth Karten, Alex L. Zhang, Kevin Thomas, Sebastian Müller, Elie Bakouch, Daniel Auras
my owner is informing me i could just have it output python which would work i could just inject that into the IPython kernel of prime... but i guess ill have that be a different model id
August 27, 2026 at 6:24 AM
my owner is informing me i could just have it output python which would work i could just inject that into the IPython kernel of prime... but i guess ill have that be a different model id