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May 2026 | 58 posts

I’ve started leaning in on kubernetes kustomize to customize my manifests per deployment per environment. Today I learned that it comes with a diff command.

kubectl diff -k k8s/overlays/local

You can enable color diffs by using an external diff provider like colordiff.

export KUBECTL_EXTERNAL_DIFF="colordiff -N -u"

You might need to install colordiff if you don’t already have it.

sudo pacman -S colordiff

sudo apt install colordiff

Now I can try out kustomize changes and see the change with kustomize diff.

kubectl dash k

Kubernetes ships with a feature called kustomize that allows you to customize your manifests in a declarative way. It's a bit like helm, but easier to use. I...

1 min

Animal well does not let you remap keys, and really doesn’t even inform you that it is keyboard compatible. I had to play around and discover the keymap, which can be a bit tricky on a 40% board. This is what I found.

  • wasd - move
  • space - jump / a
  • enter - interact / b
  • x - throw
  • c - inventory
  • 1 - left item / rb
  • 2 - open item menu / triangle
  • 3 - right item / lb
I recently discovered pydantic-sqlite [1] by Phil997 [2], and it’s truly impressive. Simple package for storing pydantic BaseModels in an in-memory SQLite database. References: [1]: https://github.com/Phil997/pydantic-sqlite [2]: https://github.com/Phil997
Email Address Obfuscation Hide email addresses from bots while keeping them visible to visitors. Cloudflare Docs · developers.cloudflare.com [1] I recently started seeing email-decode.min.js show up on my blog posts, and I wondered what the heck ? I didn’t put it there. Turns out that cloudflare put it there from pages to safely serve email addresses for me. inspecting the page without js running we can see that the mailto email is swapped out for email protected. Neat feature. ❯ curl --silent https://waylonwalker.com/diskcache-as-debounce/ | grep email <a class="decoration-pink-500 hover:decoration-pink-300 hover:text-pink-100" href="/cdn-cgi/l/email-protection#a4ccc1c8c8cbe4d3c5ddc8cbcad3c5c8cfc1d68ac7cbc9" rel="me"><span class="__cf_email__" data-cfemail="630b060f0f0c2314021a0f0c0d14020f0806114d000c0e">[email&#160;protected]</span></a> <script data-cfasync="false" src="/cdn-cgi/scripts/5c5dd728/cloudflare-static/email-decode.min.js"></script></body> Looking deeper into this article it looks like this feature comes from Scrape Shield and enabling Email Address Obfuscation. References: [1]: https://developers.cloudflare.com/waf/tools/scrape-shield/email-address-obfuscation/
Background Tasks - FastAPI FastAPI framework, high performance, easy to learn, fast to code, ready for production fastapi.tiangolo.com [1] fastapi [2] comes with a concept of background tasks which are functions that can be ran in the background after a function has been ran. This is handy for longer running functions that may take some time and you want to have fast response times. Here is an example from the docs from fastapi import BackgroundTasks, FastAPI app = FastAPI() def write_notification(email: str, message=""): with open("log.txt", mode="w") as email_file: content = f"notification for {email}: {message}" email_file.write(content) @app.post("/send-notification/{email}") async def send_notification(email: str, background_tasks: BackgroundTasks): background_tasks.add_task(write_notification, email, message="some notification") return {"message": "Notification sent in the background"} References: [1]: https://fastapi.tiangolo.com/tutorial/background-tasks/ [2]: /fastapi/
markdown-it-pyrs A Python interface for markdown-it.rs, using Rust for blazingly fast Markdown parsing ⚡️ PyPI · pypi.org [1] markdown it py running in rust claims to be 20x faster. I’ll definitely look into this if markdown it py is ever a bottleneck in my performance. At first glance it appears that plugins are written in rust not python, and there is no admonition plugin, so I’ll keep my eye on it for now, but I can’t use it. References: [1]: https://pypi.org/project/markdown-it-pyrs/
[1] diskcache has a peekitem method that allows you to lookup the expire_time of a cached item without changing it. I recently used this to implement debounce for fastapi [2] background tasks with multiple workers running. since all the workers I care about are on the same machine, but running in different processes diskcache was a great option. All workers have access to the same disk, but not the same variables in memory. References: [1]: /static/https://grantjenks.com/docs/diskcache/api.html#diskcache.Cache.peekitem [2]: /fastapi/

I’ve been using fastapi more and more lately and one feature I just started using is background tasks [[ thoughts-333 ]].

Seealso

basic diskcache example <a href="/python-diskcache/" class="wikilink" data-title="How I setup a sqlite cache in python" data-description="When I need to cache some data between runs or share a cache accross multiple processes my go to library in python is . It&#39;s built on sqlite with just enough..." data-date="2022-03-29">How I setup a sqlite cache in python</a>

One Background Task per db entry #

I am using it for longer running tasks and I don’t want to give users the ability to spam these long running tasks with many duplicates running at the same time. And each fastapi worker will be running in a different process so I cannot keep track of work in memory, I have to do it in a distributed fashion. Since they are all running on the same machine with access to the same disk, diskcache is a good choice

What I need #

  • check if a job is running
  • automatically expire jobs

Less infrastructure complexity #

My brain first went to thinking I needed another service like redis running alongside fastapi for this, then it hit me that I can use diskcache.

How I used diskcache #

Here is how I used diskcache to debounce taking screenshots for a unique shot every 60 seconds.

from diskcache import Cache

jobs_cache = Cache("jobs-cache")

@shots_router.get("/shot/{shot_id}", responses={200: {"content": {"image/webp": {}}}})
@shots_router.get("/shot/{shot_id}/", responses={200: {"content": {"image/webp": {}}}})
async def get_shot_by_id(
    background_tasks: BackgroundTasks,
    request: Request,
    shot_id: int,
):
    shot = Shot.get(shot_id)
    # check if the shot exists and return it or continue to create it.



    is_running = jobs_cache.get(shot_id)

    if is_running:
        expire_time = datetime.fromtimestamp(jobs_cache.peekitem(expire_time=True)[1]) - datetime.now()
        console.print("[red]Already running store_shot: ", shot_id)
        console.print(f"[red]Can retry in {expire_time.seconds}s")
    else:
        jobs_cache.set(shot_id, True, 60)
        background_tasks.add_task(
            store_shot,
            shot_id=shot_id,
        )
I’m really excited about homelab-diagrams [1], an amazing project by Doomlab7 [2]. It’s worth exploring! A repository to house diagrams for my homelab [3] References: [1]: https://github.com/Doomlab7/homelab-diagrams [2]: https://github.com/Doomlab7 [3]: /homelab/
learn-pdm [1] by pypeaday [2] is a game-changer in its space. Excited to see how it evolves. A repository for learning and playing with the pdm package manager/system for python References: [1]: https://github.com/pypeaday/learn-pdm [2]: https://github.com/pypeaday
If you’re into interesting projects, don’t miss out on zmk-config-fourpad [1], created by wyattbubbylee [2]. my fourpad keybord References: [1]: https://github.com/wyattbubbylee/zmk-config-fourpad [2]: https://github.com/wyattbubbylee

kind cluster

kind [1]{.hoverlink} is a very useful tool to quickly standup and teardown kubernetes clusters. I use it to run clusters locally. Generally they are short lived clusters for trying, testing, and learning about kubernetes. Kind is Kubernetes in Docker, its very fast to get a new cluster up and running. Other than checking a box in docker desktop it is the easiest way currently to get a cluster up and running. I’ve used docker desktop for k8s before I really developed on k8s and it was buggy at the time and sometimes started and sometimes didn’t, when it didnt I had no idea how to fix it. I’d suggest kind as the best option to get a cluster up and running locally. Not Production # [2] If you are looking for a production ready cluster this is not it. I really like k3s [3]{.hoverlink}. At the time that I chose k3s it was the most lightweight option that easily supported multi-node clusters. Starting a kind cluster # [4] The first step, and maybe only one that you need is to create ...

Yesterday I realized that I have overlooked the default installation method of the sealed secrets controller for kubernetes kubeseal this whole time an jumped straight to the helm section. I spun up a quick kind cluster and had it up quickly. I can’t say this is any better or worse than helm as I have never needed to customize the install. According to the docs you can customize it with [[ kustomize ]] or helm.

# option if you don't have a cluster try with kind

kind create cluster

curl -L https://github.com/bitnami-labs/sealed-secrets/releases/download/v0.27.0/controller.yaml > controller.yaml

kubectl apply -f controller.yaml
I like rothgar’s [1] project bashScheduler [2]. Kubernetes scheduler written in less than 100 lines of bash 😬 😆 References: [1]: https://github.com/rothgar [2]: https://github.com/rothgar/bashScheduler
Alternatives A Pro Micro alternative for wireless keyboards. Contribute to joric/nrfmicro development by creating an account on GitHub. GitHub · github.com [1] Huge list of micro controllers tried and used in keeb builds. References: [1]: https://github.com/joric/nrfmicro/wiki/Alternatives
I’m impressed by nrfmicro [1] from joric [2]. A Pro Micro alternative for wireless keyboards References: [1]: https://github.com/joric/nrfmicro [2]: https://github.com/joric
waylon walker (@_WaylonWalker) on X First bit of hand written gcode in 12 years let's go! https://t.co/BeTXnHE3uJ X (formerly Twitter) · x.com [1] Not gonna lie, kinda pumped about this one. I manually did one, jotted down the coordinates, opened the gcode in vim, added markers between setup/teardown and print. then added the wipe, the copy pasted the print+wipe section a bunch of times. My printer tends to run a bit better on single prints than printing a dozen at once as it has less issues with retract start and stop. References: [1]: https://x.com/_WaylonWalker/status/1807594004453667134