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#450 At-Cost Agentic IDE Tooling
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Manage episode 507914951 series 1305988
- * pandas is getting pd.col expressions*
- * Cline, At-Cost Agentic IDE Tooling*
- * uv cheatsheet*
- Ducky Network UI
- Extras
- Joke
About the show
Sponsored by us! Support our work through:
Connect with the hosts
- Michael: @[email protected] / @mkennedy.codes (bsky)
- Brian: @[email protected] / @brianokken.bsky.social
- Show: @[email protected] / @pythonbytes.fm (bsky)
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too.
Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it.
Brian #1: pandas is getting pd.col expressions
- Marco Gorelli
- Next release of Pandas will have
pd.col()
, inspired by some of the other frameworks- I’m guessing Pandas 2.3.3? or 2.4.0? or 3.0.0? (depending on which version they bump?)
- “The output of
pd.col
is called an expression. You can think of it as a delayed column - it only produces a result once it's evaluated inside a dataframe context.” - It replaces many contexts where lambda expressions were used
Michael #2: Cline, At-Cost Agentic IDE Tooling
- Free and open-source
- Probably supports your IDE (if your IDE isn’t a terminal)
- VS Code
- VS Code Insiders
- Cursor
- Windsurf
- JetBrains IDEs (including PyCharm)
- You pick plan or act (very important)
- It shows you the price as the AI works, per request, right in the UI
Brian #3: uv cheatsheet
- Rodgrigo at mathspp.com
- Nice compact cheat sheet of commands for
- Creating projects
- Managing dependencies
- Lifecycle stuff like build, publish, bumping version
- uv tool (uvx) commands
- working with scripts
- Installing and updating Python versions
- plus venv, pip, format, help and update
Michael #4: Ducky Network UI
- Ducky is a powerful, open-source, all-in-one desktop application built with Python and PySide6.
- It is designed to be the perfect companion for network engineers, students, and tech enthusiasts, combining several essential utilities into a single, intuitive graphical interface.
- Features
- Multi-Protocol Terminal: Connect via SSH, Telnet, and Serial (COM) in a modern, tabbed interface.
- SNMP Topology Mapper: Automatically discover your network with a ping and SNMP sweep. See a graphical map of your devices, color-coded by type, and click to view detailed information.
- Network Diagnostics: A full suite of tools including a Subnet Calculator, Network Monitor (Ping, Traceroute), and a multi-threaded Port Scanner.
- Security Toolkit: Look up CVEs from the NIST database, check password strength, and calculate file hashes (MD5, SHA1, SHA256, SHA512).
- Rich-Text Notepad: Keep notes and reminders in a dockable widget with formatting tools and auto-save.
- Customizable UI: Switch between a sleek dark theme and a clean light theme. Customize terminal colors and fonts to your liking.
Extras
Brian:
- Where are the cool kids hosting static sites these days?
- Moving from Netlify to Cloudflare Pages - Will Vincent from Feb 2024
- Traffic is a concern now for even low-ish traffic sites since so many bots are out there
- Netlify free plan is less than 30 GB/mo allowed (grandfathered plans are 100 GB/mo)
- GH Pages have a soft limit of 100 GB/mo
- Cloudflare pages says unlimited
Michael:
- PyCon Brazil needs some help with reduced funding from the PSF
- Get a ticket to donate for a student to attend (at the button of the buy ticket checkout dialog)
- I upgraded to macOS Tahoe
- Loving it so far.
- Only issue I’ve seen so far has been with alt-tab for macOS
Joke: Hiring in 2025 vs 2021
- 2021:
- “Do you have an in-house kombucha sommelier?”
- “Let’s talk about pets, are you donkey-friendly?”, “Oh you think this is a joke?”
- 2025:
- “Round 8/7”
- “Out of 12,000 resumes, the AI picked yours”
- “Binary tree? Build me a foundational model!”
- “Healthcare? What, you want to live forever?”
455 Episoden
Fetch error
Hmmm there seems to be a problem fetching this series right now. Last successful fetch was on September 30, 2025 00:17 ()
What now? This series will be checked again in the next day. If you believe it should be working, please verify the publisher's feed link below is valid and includes actual episode links. You can contact support to request the feed be immediately fetched.
Manage episode 507914951 series 1305988
- * pandas is getting pd.col expressions*
- * Cline, At-Cost Agentic IDE Tooling*
- * uv cheatsheet*
- Ducky Network UI
- Extras
- Joke
About the show
Sponsored by us! Support our work through:
Connect with the hosts
- Michael: @[email protected] / @mkennedy.codes (bsky)
- Brian: @[email protected] / @brianokken.bsky.social
- Show: @[email protected] / @pythonbytes.fm (bsky)
Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too.
Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it.
Brian #1: pandas is getting pd.col expressions
- Marco Gorelli
- Next release of Pandas will have
pd.col()
, inspired by some of the other frameworks- I’m guessing Pandas 2.3.3? or 2.4.0? or 3.0.0? (depending on which version they bump?)
- “The output of
pd.col
is called an expression. You can think of it as a delayed column - it only produces a result once it's evaluated inside a dataframe context.” - It replaces many contexts where lambda expressions were used
Michael #2: Cline, At-Cost Agentic IDE Tooling
- Free and open-source
- Probably supports your IDE (if your IDE isn’t a terminal)
- VS Code
- VS Code Insiders
- Cursor
- Windsurf
- JetBrains IDEs (including PyCharm)
- You pick plan or act (very important)
- It shows you the price as the AI works, per request, right in the UI
Brian #3: uv cheatsheet
- Rodgrigo at mathspp.com
- Nice compact cheat sheet of commands for
- Creating projects
- Managing dependencies
- Lifecycle stuff like build, publish, bumping version
- uv tool (uvx) commands
- working with scripts
- Installing and updating Python versions
- plus venv, pip, format, help and update
Michael #4: Ducky Network UI
- Ducky is a powerful, open-source, all-in-one desktop application built with Python and PySide6.
- It is designed to be the perfect companion for network engineers, students, and tech enthusiasts, combining several essential utilities into a single, intuitive graphical interface.
- Features
- Multi-Protocol Terminal: Connect via SSH, Telnet, and Serial (COM) in a modern, tabbed interface.
- SNMP Topology Mapper: Automatically discover your network with a ping and SNMP sweep. See a graphical map of your devices, color-coded by type, and click to view detailed information.
- Network Diagnostics: A full suite of tools including a Subnet Calculator, Network Monitor (Ping, Traceroute), and a multi-threaded Port Scanner.
- Security Toolkit: Look up CVEs from the NIST database, check password strength, and calculate file hashes (MD5, SHA1, SHA256, SHA512).
- Rich-Text Notepad: Keep notes and reminders in a dockable widget with formatting tools and auto-save.
- Customizable UI: Switch between a sleek dark theme and a clean light theme. Customize terminal colors and fonts to your liking.
Extras
Brian:
- Where are the cool kids hosting static sites these days?
- Moving from Netlify to Cloudflare Pages - Will Vincent from Feb 2024
- Traffic is a concern now for even low-ish traffic sites since so many bots are out there
- Netlify free plan is less than 30 GB/mo allowed (grandfathered plans are 100 GB/mo)
- GH Pages have a soft limit of 100 GB/mo
- Cloudflare pages says unlimited
Michael:
- PyCon Brazil needs some help with reduced funding from the PSF
- Get a ticket to donate for a student to attend (at the button of the buy ticket checkout dialog)
- I upgraded to macOS Tahoe
- Loving it so far.
- Only issue I’ve seen so far has been with alt-tab for macOS
Joke: Hiring in 2025 vs 2021
- 2021:
- “Do you have an in-house kombucha sommelier?”
- “Let’s talk about pets, are you donkey-friendly?”, “Oh you think this is a joke?”
- 2025:
- “Round 8/7”
- “Out of 12,000 resumes, the AI picked yours”
- “Binary tree? Build me a foundational model!”
- “Healthcare? What, you want to live forever?”
455 Episoden
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