A Github Action running acme.sh that pushes certs to S3 solves the split dns issue for hosts, which can cause all sorts of weirdness after a while. You can then grab a cert on a schedule and even make them wildcard if you want. Then you will get NXDOMAIN if you are not on the VPN so ideally no public traffic.
Unifi docs say that the AI feature run directly on the camera or via optional devices like the AI Port or AI Key. Odd that it impacts your UDM Pro and wifi.
I really don't now how these other code bases are structured. Our team ran cc-usage and our cost is right about what we pay as our monthly license. This is only those on the team pro side.
Our code base is not small, millions of lines of code. It does not take $65 in tokens to solve an issue. I'm running 3-4 claude code terminals at the same time and i'm still pretty close to what it would cost per a token for usage. I don't know what we are doing right with our code or claude.md to make this happen and I don't want to change it to break it.
I'm seeing the opposite. With Opus 4.7 and xhigh, I'm seeing less session usage , it's moving faster, and my weekly usage is not moving that much on a Team Pro account.
From the podcasts they talk a little about their clients. It's people who want something like AWS Outpost but fully disconnected and independent from any cloud and running 100% local.
I've had great luck with 10gtek modules both with Mikrotik gear, with DACs, and one that is connected to an upstream juniper switch. I'm curious what modules were the most troublesom.
* I will note that the 10gb sfp+ modules from 10gtek on a Mikrotik just don't work.
Newer units (not all) in the US come pre-charged up to a certain size of lineset. Manufacturers can sell you a whole unit with a charge. The rest is easy to source locally though I haven't tried to get nitrogen myself.
Of course you have exactly one chance with your install this way until you have to call someone.
Enterprise drives are way different than anything consumer based. I wouldn't trust a consumer drive used for 2 years, but a true enteprise drive has like millions of hours left of it's life.
Quote from Toshiba's paper on this. [1]
Hard disk drives for enterprise server and storage usage (Enterprise Performance and Enterprise Capacity Drives) have MTTF of up
to 2 million hours, at 5 years warranty, 24/7 operation. Operational temperature range is limited, as the temperature in datacenters
is carefully controlled. These drives are rated for a workload of 550TB/year, which translates into a continuous data transfer rate of
17.5 Mbyte/s[3]. In contrast, desktop HDDs are designed for lower workloads and are not rated or qualified for 24/7 continuous
operation.
From Synology
With support for 550 TB/year workloads1 and rated for a 2.5 million hours mean time to failure (MTTF), HAS5300 SAS drives are built to deliver consistent and class-leading performance in the most intense environments. Persistent write cache technology further helps ensure data integrity for your mission-critical applications.
MAUI Blazor Hybrid is great if you won't want to learn XAML. Apple killed Silverlight, Microsoft kept it running for ~20 years. If you stayed close to what Xamarin was the migration to MAUI isn't bad from what I've seen.
Visual Studio is a bad example. It's used for Windows, Web, and Mobile. The big difference between the two is the cost. Visual Studio Pro is $100/month, Enterprise is $300/month, while VSCode is free. It was an incredibly smart marketing play by Microsoft to do that.
At a call center, that had a whole datacenter in the basement. They had two weeks of fuel on hand at all times. Being on a border of a state, they also had a 2nd grid connection in case one failed.
The whole area lost power for weeks but gym was open 24/7 which became very busy during that time.
We have had great success with Maui Blazor Hybrid. Each release hot reload gets better with fewer edge cases. I also found that having a separate .cs file instead of in one file helps with highlighing and intellisense.
Still Public, still chews through million->billion or rows in seconds. Their Cloud version has some Cloud specific features. A few vendors have build custom thing on top or custom builds off the open source project too.
For their marketing it is. There is a very specific reason the desktop exists. On-premise AI workloads. You can't get the bus width on socketed ram that you do soldered ram at the current moment. 1 product is an exception, 2 would be a break from their replaceable component marketing.