Sounds quite similar to Markov chains which made me think of this story:

https://thedailywtf.com/articles/the-automated-curse-generator

Still gets a snort out of me every time Markov chains are mentioned.

IF you already have an email domain you control.

Calling “acquiring and setting up an email domain and configuring the mail server for wildcards” “basically no extra effort” is a bit disingenuous compared to “solve a captcha for a Gmail account”

Yeah, inductive charging is basically a must.

Especially because it eliminates the guesswork if the watch is correctly seated to charge

No actual technical solution here, but it smells slightly of XY-Problems.

From what you described it seems the main issues are

• too many calls
• not knowing who’s calling
• not wanting to answer the phone
• not reaching the phone in time

Maybe you could look into solutions like setting a custom ringtone for important callers or having the phone announce caller names so your mother can decide if she wants to make the effort to get her phone.

I’m speculating a bit here but I can imagine that getting up and answering the phone is exhausting for your mother. Also if her mindset is " a ringing phone means it’s important" that could make it even more stressful.

Maybe you could find a way to let her silence all calls except caregivers and ICE contacts. (On Android DND exceptions could work for that)

That way she doesn’t feel pressured to answer the phone every time it rings and stays reachable.

If it’s actually just the physical issue of reaching the phone in time, does she have a convenient way to carry the phone indoors like a lanyard?

Hope some of this helps you

B stands for Billion (Parameters) IIRC

Ballistomancer

I’m hopeful that reencoding on the fly or even merging preencoded files into a single stream is too expensive because it needs a lot of compute power and invalidates caches .

IT changes usually affect management as well, while “cost saving” in production doesn’t.

I run a 2 node k3s cluster. There are a few small advantages over docker swarm, built-in network policies to lock down my VPN/Torrent pod being the main one.

Other than that writing kubernetes yaml files is a lot more verbose than docker-compose. Helm does make it bearable, though.

Due to real-life my migration to the cluster is real slow, but the goal is to move all my services over.

It’s not “better” than compose but I like it and it’s nice to have worked with it.

You’re asolutely right, IP addresses are kind of a grey area since the are needed for lot of troubleshooting and debugging.
Nevertheless, you can always strive to reduce the stored data.
For your application, you wouldn’t even need to store the historic IP adresses, just a rough geo-location and maybe a mobile/landline/whatever-flag and comparing the current login attempt to that. Even saves you some performance by not repeating the geo-lookups everytime.
Implement your failed-login counter separately by account and source IP and you’ve got decent security without linking an account to an IP.

Because collecting data that is not strictly necessary is almost always a bad move. IP addresses might be relatively harmless, but might link you to other activities.

You personally might be okay with reddit knowing your IP addresses, but some people might get into trouble.

Take the insane anti-abortion laws in some US states. If an IP address from those states accesses pro-choice subreddits, that might be enough for law enforcement to start harassing someone.