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Apr 2026 | 47 posts

tmux choose-tree

https://youtu.be/79Y-kqAiMpw Choose tree is a powerful tmux utility that provides a graphical interface to preview all sessions, windows, and panes, move between them kill them, move them and much more. The default keybinding bind-key -T prefix s choose-tree -s my preferred keybinding to open sessions and windows collapsed and Zoomed in. bind-key j choose-tree -swZ From the man page. choose-tree [-GNrswZ] [-F format] [-f filter] [-K key-format] [-O sort-order] [-t target-pane] [template] Put a pane into tree mode, where a session, window or pane may be chosen interactively from a tree. Each session, window or pane is shown on one line. A shortcut key is shown on the left in brackets allowing for immediate choice, or the tree may be navigated and an item chosen or otherwise manipulated using the keys below. -s starts with sessions collapsed and -w with windows collapsed. -Z zooms the pane. The follow‐ ing keys may be used in tree mode: Key Function Enter Choose selected i...

tmux prefix

https://youtu.be/BMkpbfhbkKM The prefix key is an essential part of tmux, by default all of tmux’s key-bindings sit behind a prefix. This prefix is very similar to vim’s leader key. It is common for folks to change the default C-b (control b) to C-a or if they are a vim user something to match their vim leader key. set -g prefix C-Space bind Space send-prefix A few of the essential default key-bindings. % vertical split " horizontal split d detach up select up one pane down select down one pane right select right one pane left select left one pane t clock o swap panes c create window n next window p previous window A more complete list of key-bindings can be found in this gist https://gist.github.com/mzmonsour/8791835. How I navigate tmux in 2021 [1] for more information on how I navigate tmux, check out this full post References: [1]: /tmux-nav-2021/

tmux splitting panes

https://youtu.be/kzgyiHap1nQ splitting panes is a core feature of tmux. It allows us to split the terminal vertically or horizontally into new panes. bind -n M-s split-window -c '#{pane_current_path}' bind -n M-v split-window -h -c '#{pane_current_path}' bind -n M-X kill-pane 🗒️ note that ‘#{pane_current_path}‘will keep the split in the same directory as it’s parent, without this it will default to your home directory. How I navigate tmux in 2021 [1] for more information on how I navigate tmux, check out this full post References: [1]: /tmux-nav-2021/
I like laktak’s [1] project extrakto [2]. extrakto for tmux - quickly select, copy/insert/complete text without a mouse References: [1]: https://github.com/laktak [2]: https://github.com/laktak/extrakto
Check out kedro-toolkit [1] by Mar1cX [2]. It’s a well-crafted project with great potential. Kedro Toolkit is a VSCode Extension for the Kedro Framework References: [1]: https://github.com/Mar1cX/kedro-toolkit [2]: https://github.com/Mar1cX

tmux last session

https://youtu.be/RB87EEnnMnU An ultimate productivity key-binding in tmux is one to switch to the last session. I use this to quickly get between sessions really quick. Often I am working and need to lookup a quick note, or copy something into my notes, then get back to where I was quickly. bind -n M-b switch-client -l I think of this hub and spoke model, and use last-session to quickly drive it. [1] How I navigate tmux in 2021 [2] for more information on how I navigate tmux, check out this full post References: [1]: https://images.waylonwalker.com/tmux-nav-hub-spoke.png [2]: /tmux-nav-2021/

tmux floating popups

https://youtu.be/2ZqFDsJywt8 Tmux popups are actually floating windows that you can drag around the screen. They always open in the middle (by default) when you open them, no matter where you leave them. Here are a couple of keybindings I use to open up popup windows. bind C-g display-popup -E "ta ~/git" bind -n M-g display-popup -E "tmux new-session -A -s scratch" How I navigate tmux in 2021 [1] for more information on how I navigate tmux, check out this full post References: [1]: /tmux-nav-2021/

tmux popups

https://youtu.be/2I8fB28zfB4 Tmux-popups are a great feature that is relatively new to tmux, many repos such as the standard ubuntu repos do not have it. Popups came in 3.2a, if your package manager does not have it, you can follow the tmux’s install instructions [1] to build from source. # open a popup scratchpad bind -n M-g display-popup -E "tmux new-session -A -s scratch" How I navigate tmux in 2021 [2] for more information on how I navigate tmux, check out this full post I use popups quite a bit in my workflow to ssh into another machine for a short period, or make a new project with a template. References: [1]: https://github.com/tmux/tmux#installation [2]: /tmux-nav-2021/
Check out pysonDB [1] by pysonDB [2]. It’s a well-crafted project with great potential. A Simple , ☁️ Lightweight , 💪 Efficent JSON based database for 🐍 Python. PysonDB-V2 has been released ⬇️ References: [1]: https://github.com/pysonDB/pysonDB [2]: https://github.com/pysonDB
I came across nvim-spectre [1] from nvim-pack [2], and it’s packed with great features and ideas. Find the enemy and replace them with dark power. References: [1]: https://github.com/nvim-pack/nvim-spectre [2]: https://github.com/nvim-pack

Incremental Versioned Datasets in Kedro

Kedro versioned datasets can be mixed with incremental and partitioned datasets to do some timeseries analysis on how our dataset changes over time. Kedro is a very extensible and composible framework, that allows us to build solutions from the individual components that it provides. This article is a great example of how you can combine these components in unique ways to achieve some powerful results with very little work. What is Kedro [1] 👆 Unsure what kedro is? Check out this post. How does our dataset change over time?? # [2] This was a question presented to me at work. We had some plots being produces as the output of our pipeline and the user wanted the ability to compare results over time. Luckily this was asked early in the project so we were able to proactively setup versioning on the right datasets. To enable this all we needed to do now was to add versioned: true and we will be able to compare results over time. Yes kedro makes it that easy to setup. set up a proje...
Just starred qmk_firmware [1] by markstos [2]. It’s an exciting project with a lot to offer. Open-source keyboard firmware for Atmel AVR and Arm USB families References: [1]: https://github.com/markstos/qmk_firmware [2]: https://github.com/markstos
Check out studioswong [1] and their project kedro-viz-glitch [2]. No description available. References: [1]: https://github.com/studioswong [2]: https://github.com/studioswong/kedro-viz-glitch
I’m impressed by dolt [1] from dolthub [2]. Dolt – Git [3] for Data References: [1]: https://github.com/dolthub/dolt [2]: https://github.com/dolthub [3]: /glossary/git/
I’m really excited about pyupgrade [1], an amazing project by asottile [2]. It’s worth exploring! A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. References: [1]: https://github.com/asottile/pyupgrade [2]: https://github.com/asottile

I Started Streaming on Twitch

I recently started streaming on twitch.tv/waylonwalker [1] and it’s been a blast so far. - python - kedro - Data Science - Data Engineering - webdev - digital gardening Kedro Spaceflights # [2] It all started with kedro/issues/606 [3], Yetu called out for users of kedro to record themselves doing a walk through of their tutorials. I wanted to do this, but was really stuck at the fact that recording or editing somewhat polished vide is quite time consuming for me. [4] Inspiration # [5] My introduction to twitch came from twitch.tv/theprimeagen [6]. I watched him on YouTube, and then decided to drop into a stream. It was so fun to watch him live that I started following others in the science and tech category. - twitch.tv/teej_dv [7] Brilliant neovim core dev, I learn a bunch about nvim every time I watch. - twitch.tv/cmgriffing [8] Super Chill and engaging chat. - twitch.tv/cassidoo [9] Fantastic discussion/chat. - twitch.tv/anthonywritescode [10] Building the python ...
I recently discovered LuaSnip [1] by L3MON4D3 [2], and it’s truly impressive. Snippet Engine for Neovim written in Lua. References: [1]: https://github.com/L3MON4D3/LuaSnip [2]: https://github.com/L3MON4D3
The work on NearBeach [1] by nearbeach [2]. NearBeach is an open sourced project management tool, helping you keep track of your project. You can track requirements, projects and tasks References: [1]: https://github.com/nearbeach/NearBeach [2]: https://github.com/nearbeach
srcards [1] by brickfrog [2] is a game-changer in its space. Excited to see how it evolves. No description available. References: [1]: https://github.com/brickfrog/srcards [2]: https://github.com/brickfrog
Check out vim-twitch-line-sign [1] by noopkat [2]. It’s a well-crafted project with great potential. some helpers to annotate vim signs with Twitch related metadata. Inspired by: clarkio/vscode-twitch-highlighter References: [1]: https://github.com/noopkat/vim-twitch-line-sign [2]: https://github.com/noopkat
Just starred flake8 [1] by PyCQA [2]. It’s an exciting project with a lot to offer. flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code. References: [1]: https://github.com/PyCQA/flake8 [2]: https://github.com/PyCQA

Kedro Spaceflights - part 2 | Stream replay June 7, 2021

This was my seconf time ever streaming on twitch.tv/waylonwalker [1], and I completely botched my mic 2x. https://youtu.be/_7MwgKu-844 Links # [2] - Spaceflights Tutorial [3] - my spaceflights repo [4] Notes to get started # [5] pipx run kedro new cd project python -m venv .venv source .venv/bin/activate pip install kedro kedro install References: [1]: https://twitch.tv/waylonwalker [2]: #links [3]: https://kedro.readthedocs.io/en/stable/03_tutorial/01_spaceflights_tutorial.html [4]: https://github.com/WaylonWalker/kedro-spaceflights [5]: #notes-to-get-started

🌱 Digital Gardening | gif to Mp4 | Stream replay June 4, 2021

https://youtu.be/I4VenHqIEng Doing some Digital Gardening on stream - Ahrefs Errors - ahrefs large images - Automatic gif to mp4 gif to mp4 # [1] After this stream all gifs on my site are converted to mp4/webm if they exist. ![tmux-navigation-2021](https://images.waylonwalker.com/tmux-navigation-2021.gif) [2] References: [1]: #gif-to-mp4 [2]: https://images.waylonwalker.com/tmux-navigation-2021.gif
Check out notifiers [1] by liiight [2]. It’s a well-crafted project with great potential. The easy way to send notifications References: [1]: https://github.com/liiight/notifiers [2]: https://github.com/liiight
Check out neovim-plugin [1] by norcalli [2]. It’s a well-crafted project with great potential. No description available. References: [1]: https://github.com/norcalli/neovim-plugin [2]: https://github.com/norcalli
I’m impressed by python-lsp-server [1] from python-lsp [2]. Fork of the python-language-server project, maintained by the Spyder IDE team and the community References: [1]: https://github.com/python-lsp/python-lsp-server [2]: https://github.com/python-lsp
github-coauthors.nvim [1] by cwebster2 [2] is a game-changer in its space. Excited to see how it evolves. A neovim extension for populating coauthors when comitting References: [1]: https://github.com/cwebster2/github-coauthors.nvim [2]: https://github.com/cwebster2

Kedro Spaceflights - part 1 | Stream replay June 4, 2021

This was my first time ever streaming on twitch.tv/waylonwalker [1]. I am excited to get going. I have been streaming early in the morning while I am still waking up, so still a bit groggy as I go. https://youtu.be/Y07UBr9Ccjs Kedro Spaceflights # [2] It all started with kedro/issues/606 [3], Yetu called out for users of kedro to record themselves doing a walk through of their tutorials. I wanted to do this, but was really stuck at the fact that recording or editing somewhat polished vide is quite time consuming for me. [4] Notes # [5] pipx run kedro new cd project python -m venv .venv source .venv/bin/activate pip install kedro kedro install References: [1]: https://twitch.tv/waylonwalker [2]: #kedro-spaceflights [3]: https://github.com/kedro-org/kedro/issues/606 [4]: https://images.waylonwalker.com/kedro-issue-606.png [5]: #notes
The work on kedro-mlflow [1] by Galileo-Galilei [2]. A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging) References: [1]: https://github.com/Galileo-Galilei/kedro-mlflow [2]: https://github.com/Galileo-Galilei
If you’re into interesting projects, don’t miss out on textual [1], created by Textualize [2]. The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser. References: [1]: https://github.com/Textualize/textual [2]: https://github.com/Textualize
The work on lsp-colors.nvim [1] by folke [2]. 🌈 Plugin that creates missing LSP diagnostics highlight groups for color schemes that don’t yet support the Neovim 0.5 builtin LSP client. References: [1]: https://github.com/folke/lsp-colors.nvim [2]: https://github.com/folke

Using Kedro In Scripts

With the latest releases of kedro 0.17.x, it is now possible to run kedro pipelines from within scripts. While I would not start a project with this technique, it will be a good tool to keep in my back pocket when I want to sprinkle in a bit of kedro goodness in existing projects. New to Kedro # [1] What is Kedro [2] If your just learning about kedro check out this post walking through it No More Rabbit Hole of Errors # [3] as of 0.17.2 I’ve tried to do this in kedro 0.16.x, and it turned into a rabbit hole of errors. First kedro needed a conf directory, if you tried to fake one in it would then ask for logging setup. These errors just kept coming to the point it wasnt worth doing and I might as well use a proper template for real projects and stick to simple function calls for things that are not a kedro project. Kedro in a script # [4] To get kedro running, you will need a pipeline, catalog, and runner at a minimum. Those who have used kedro before the pipeline will look v...
I’m really excited about netlify_deploy [1], an amazing project by lannonbr [2]. It’s worth exploring! Mini Rust CLI to deploy sites to Netlify using their API References: [1]: https://github.com/lannonbr/netlify_deploy [2]: https://github.com/lannonbr
I recently discovered slidev [1] by slidevjs [2], and it’s truly impressive. Presentation Slides for Developers References: [1]: https://github.com/slidevjs/slidev [2]: https://github.com/slidevjs
I’m really excited about bio [1], an amazing project by orta [2]. It’s worth exploring! No description available. References: [1]: https://github.com/orta/bio [2]: https://github.com/orta
Check out dogehouse [1] by benawad [2]. It’s a well-crafted project with great potential. Taking voice conversations to the moon 🚀 References: [1]: https://github.com/benawad/dogehouse [2]: https://github.com/benawad

Silence Kedro Logs

Kedro can have a chatty logger. While this is super nice in production so see everything that happened during a pipeline run. This can be troublesome while trying to implement a cli extension with clean output. Silence a Python log # [1] First, how does one silence a python log? Python loggers can be retrieved by the logging module’s getLogger function. Then their log level can be changed. Much of kedro’s chattiness comes from INFO level logs. I don’t want to hear about anything for my current use case unless it’s essential, i.e., a failure. In this case, I set the log levels to ERROR as most errors should stop execution anyways. python logging levels # [2] Level Numeric value CRITICAL 50 ERROR 40 WARNING 30 INFO 20 DEBUG 10 NOTSET 0 Get or Create a logger # [3] Getting a python logger is straightforward if we know the name of the logger. The following block will grab the logger object for the logger currently registered under the name passed in. logger = logging.getLog...
Looking for inspiration? python-diskcache [1] by grantjenks [2]. Python disk-backed cache (Django-compatible). Faster than Redis and Memcached. Pure-Python. References: [1]: https://github.com/grantjenks/python-diskcache [2]: https://github.com/grantjenks
The work on lookatme [1] by d0c-s4vage [2]. An interactive, terminal-based markdown presenter References: [1]: https://github.com/d0c-s4vage/lookatme [2]: https://github.com/d0c-s4vage

Python Diskcahe is locked

change_speed = (speed) => [...document.querySelectorAll('video')].map(v => v.playbackRate=v.playbackRate+speed) Running multiple processes using the same diskcache object can cause issues with locks. As I was trying to setup a rich Live display for markata I ran into issues where each part could not nun simultaneusly. As I had followed the instructions from discache it was not directly aparant to me, so I had to make a simple example to experiment and play with at a small scale. Minimum reproducible error # [1] Minimum reporducible error is one of my superpowers in development. I do this very often to sus out what is really happening. My day to day work is processing data with python, I keep a number of very small data sets handy to break and fix. This helps separate complexities of the project and the problem. Let’s break it # [2] Markata has a lot going on. It’s a plugins all the way down static site generator built in python. Trying to find the root cause through the layers ...
3 min read
The work on ward [1] by darrenburns [2]. Ward is a modern test framework for Python with a focus on productivity and readability. References: [1]: https://github.com/darrenburns/ward [2]: https://github.com/darrenburns

How I navigate tmux in 2021

change_speed = (speed) => [...document.querySelectorAll('video')].map(v => v.playbackRate=v.playbackRate+speed) In 2021 I changed the way I navigate between tmux sessions big time. Now I can create, kill, switch with ease, and generally keep work separated into logical groups. Update # [1] Since making this post, I have made ~20 other posts in short form that all have a YouTube video to go along with them you can find them all on my tmux-playlist [2]. Chris Toomey’s [3] Tmux Course # [4] I took Chris’s tmux course [5] in December 2020 and it was fantastic. Even as a seasoned tmux user, I learned quite a bit. Before the course, I was proficient in navigating within each of my tmux sessions but rarely started more than one session. A few months later, I have adopted a lot of what I learned from Chris and made it my own. I am now keeping projects to their own session and can move between them fluidly with just a few keystrokes. For high-traffic projects, I have them bound to a si...
I came across compactyl [1] from dereknheiley [2], and it’s packed with great features and ideas. No description available. References: [1]: https://github.com/dereknheiley/compactyl [2]: https://github.com/dereknheiley
I’m really excited about thinkeys [1], an amazing project by moduloindustries [2]. It’s worth exploring! Split ortholinear custom replacement keyboard with TrackPoint for ThinkPad laptops. References: [1]: https://github.com/moduloindustries/thinkeys [2]: https://github.com/moduloindustries

Trim unused git branches

Trim branches no longer on origin # [1] git remote prune origin --dry-run git remote prune origin Find branches already merged # [2] git checkout main # list remote branches that have already been merged into main git branch -r --merged # list local branches that have already been merged into main git branch --merged References: [1]: #trim-branches-no-longer-on-origin [2]: #find-branches-already-merged

What is if __name__ == "__main___", and how do I use it.

change_speed = (speed) => [...document.querySelectorAll('video')].map(v => v.playbackRate=v.playbackRate+speed) When a python module is called it is assigned the __name__ of __main__ otherwise if it’s imported it will be assigned the __name__ of the module. Concrete example # [1] Let’s create a module to play with __name__ a bit. We will call this module nodes.py. It is a module that we may want to run by it’self or import and use in other modules. #!python # nodes.py if __name__ == "nodes": import sys import __main__ print(f"you have imported me {__name__} from {sys.modules['__main__'].__file__}") if __name__ == "__main__": print("you are running me as main") I have set this module up to execute one of two if statements based on whether the module it’self is being ran or if the module is being imported. Note it is not common to have a if __name__ == "nodes": block, this is just for demnonstration purposes. running python nodes.py # [2] Running a python script with the...
3 min read

Create a Virtual File Gallery with Symlinks

Creating a directory that is a union of several directories can be achieved with a few symlinks at the command line. Creating a Virtual File Gallery # [1] Here is how I am creating a virtual directory of all my projects that is a combination of both work and not-work projects. I am creating symlinks for every directory under ~/work and ~/git. rm -rf ~/projects mkdir ~/projects ln -sf ~/work/* ~/projects ln -sf ~/git/* ~/projects ⚠ Notice that first I am recreating the directory each time. This will ensure that any project that is deleted from their actual directory is removed from the virtual gallery. Updating the gallery # [2] Since links are always kept up to date without any extra work, all the data is still in the same place it started. But as new directories are added to any project directory they will not be automatically added to the virtual gallery. - cron - bashrc/zshrc If you’re concerned about system resources, you can add it to a cron job to run at a regular sch...
I recently discovered delta [1] by dandavison [2], and it’s truly impressive. A syntax-highlighting pager for git [3], diff, grep, and blame output References: [1]: https://github.com/dandavison/delta [2]: https://github.com/dandavison [3]: /glossary/git/
Just starred monkeytype [1] by monkeytypegame [2]. It’s an exciting project with a lot to offer. The most customizable typing website with a minimalistic design and a ton of features. Test yourself in various modes, track your progress and improve your speed. References: [1]: https://github.com/monkeytypegame/monkeytype [2]: https://github.com/monkeytypegame
Check out ntangle.nvim [1] by jbyuki [2]. It’s a well-crafted project with great potential. literate programming for neovim References: [1]: https://github.com/jbyuki/ntangle.nvim [2]: https://github.com/jbyuki