Running an update script every day is good. Certbot defaults to running twice a day. Just use something with similar logic, waiting to renew short-lived certificates until halfway through their validity period. That way the actual load is nice and spread out. And you should get that logic by default if you do a normal setup.
If I would use short-lived certs I would make sure to choose an ACME client that has support for ARI (ACME Renewal Information). Then the CA will tell the client when it’s time to renew.
At this point I’m not convinced that Gemini 3 Pro was post-trained on data Google had permission to use, going by the myriad of issues on the Gemini CLI tracker around Google AI/Google One/Google Cloud/Google Workspaces.
I think OP is wrong in their hypothesis based on the logs they share and the root cause AWS support provided them.
I think the promotion fails to happen and then an external watchdog notices that it didn’t, and kills everything ASAP as it’s a cluster state mismatch.
The message about the storage subsystem going away is after the other Postgres process was kill -9’d.
I think therapists in training, or people providing crisis intervention support, can train/practice using LLMs acting as patients going through various kinds of issues.
But people who need help should probably talk to real people.
>Remember that a therapist is really a friend you are paying for.
That's an awful, and awfully wrong definition that's also harmful.
It's also disrespectful and demeaning to both the professionals and people seeking help. You don't need to get a degree in friendship to be someone's friend. And having friends doesn't replace a therapist.
I don't know why you're being downvoted. Denmark's health system is pretty good except adult mental health. SOTA LLMs are definitely approaching a stage where they could help.
It is. Right up until you go to hit your brakes hard and it all boils out and removes your ability to apply brake pressure in an emergency and you had no idea how much water was in your line because there's no easy way to check, like a low spot with a sight glass.
Or if you leave a barrel of hydraulic fluid outside until it is partially water and it's not easy to notice when you are handling it.
Can't agree at all about a sight glass. The lowest point in nearly every brake system is the brake calipers themselves. Wheels going to make it difficult anyways on a car. Not to mention the risk of a rock striking and damaging rigid glass. Or the old interface that's sealing the glass to the calipers wearing out and causing a leak.
It's not worth the expense to manufacture and it's not worth the risk. Not when a litre of DOT4 is $20 and that only needs replacing every 3 years at an aggressive schedule for passenger cars.
Larger vehicles you can purchase a brake fluid tester, but most of the really large ones I know use air brakes anyways.
I think my mental model of hydraulic brakes is too simple. Where is there a low pressure region in a brake line? When I stomp on the brakes, isn't the working part of the hydraulic system going to be at higher pressure?
There isn't a low pressure braking region in the brakes.
But brakes can get really hot. Passenger brakes can easily get over the boiling point of water. Keep braking long enough and adding enough heat, and they'll get over the boiling point of brake fluid under pressure.
Thing is, brake fluid is incompressible. Brake fluid vapor however is very much so a compressible gas. Even more so: the water in the brake fluid has an even lower boiling point then that.
So stomping on the braking quickly isn't going to cause much of a problem. But if your riding the brakes down hill for a long distance with 12 year old brake fluid in hot Florida summer on very heavily loaded car? That... might get you into a spot of trouble.
I take your general point, but as per your specific example, it’s not really possible to go downhill for long distances when the high point of the state is 345 feet.
I've gone down the Sonora grade in a Silverado with 22 year old brake fluid. I wasn't towing, but it was very hot out and in general yes the brakes were hot when I checked at around 4000 feet.
I wonder if some YouTuber has done some experiment to see just how bad fluid had to get before a typical driver could notice.
Marvell has a source available DDR driver that actually takes care of training on a few of their platforms! https://github.com/MarvellEmbeddedProcessors/mv-ddr-marvell