I use it for apps which don't need multiple backend nodes.
When i actually have something that requires multi nodes, i just use postgres (with replica) or mongo (with replica).
But it's for those apps which are in autoscaler.
For bulk data refresh I use build artifact and hotreload memort mapped files, by checking a manifest on object storage then only getting update if newer.
I've used this pattern everywhere and never really needed anything more, occasionally i might use redis if something required shared state across multiple nodes and fast.
You can always route writes to a writer node with streaming WAL replication to all the reader nodes. Works for some workloads and systems, not for others.
For that matter if you write your system with the correct abstraction you can switch to Postgres _later_ if it becomes necessary. For every system that really did need to scale 10,000 are pointlessly overbuilt - worrying about scale when it just didn't matter.
I mean, it was obvious to me they couldn’t have been able to pull $10k of money per video at the start. Maybe now, with 400M subscribers that would work just fine.
Very similar to my experience. I also still use it because benefits for me as a developer are much more important, especially 30% docker performance win over wsl on same hardware.
Fully agree. Mine has broken recently and I needed to buy a new phone. The S25 I have now is not much bigger, but even that small difference matters much.
Though 120Hz screen is nice.
Tested cipher example, and it got it right. But "thinking logs" I see in the app looks like a summary of actual chain of thought messages that are not visible.
o1 models might use multiple methods to come up with an idea, only one of them might be correct, that's what they show in ChatGPT. So it just summarises the CoT, does not include the whole reasoning behind it.
>If Telegram receives a court order that confirms you're a terror suspect, we may disclose your IP address and phone number to the relevant authorities. So far, this has never happened. When it does, we will include it in a semiannual transparency report published at: https://t.me/transparency.
The problem here is that authoritarian and Western governments might request the data about opposition activists under excuse of being "drug dealer suspect". For example, what if US requests data on Snowden or Assange?
Yes, I got way too excited and comment trigger happy. It does not appear to browse the web and was just hallucinating. The hallucinations were surprisingly convincing for a couple of the pages I tested. But on examining the network requests, no fetches were made to the pages. Llama 3 was just a lot better at hallucinating convincing results than Tiny Llama.
