Yes, Internal server error as of 5 minutes ago.

Could you please share more? I can't make dictation work.

Are you using a dedicated pg instance for vector or you keep all your data in a single pg instance (vector and non-vector)?

The biggest selling point to using Postgres over qdrant or whatever is that you can put all the data in the same db and use joins and ctes, foreign keys and other constraints, lower latency, get rid of effectively n+1 cases, and ensure data integrity.

I generally agree that one database instance is ideal, but there are other reasons why Postgres everywhere is advantageous, even across multiple instances:

- Expertise: it's just SQL for the most part - Ecosystem: same ORM, same connection pooler - Portability: all major clouds have managed Postgres

I'd gladly take multiple Postgres instances even if I lose cross-database joins.

Yep. If performance becomes a concern, but we still want to exploit joins etc, it's easy to set up replicas and "shard" read only use cases across replicas.

Postgres supports the Foreign Data Wrapper concept from SQL/MED. If you configure this you can do joins across instances, even!

https://www.postgresql.org/docs/current/postgres-fdw.html

All in one of course. That’s the biggest advantage. And why postgres is great - it covers virtually all standard use cases.

Came in the comment section looking to see if it was just me. Had to read it 4 times

I had a lot of fun like you as well, until I got my first DDoS and bot attacks. There's a reason Cloudflare has 20% of internet traffic.

Any project that starts gaining any bit of traction get's hammered with bots (the ones that try every single /wp url even tough you don't even use Wordpress), frequent DDoS attacks, and so on.

I consider my server's real IP (or load balancer IP) as a secret for that reason, and Cloudflare helps exactly with that.

Everything goes through Cloudflare, where we have rate limiters, Web firewall, challenges for China / Russian inbound requests (we are very local and have zero customers outside our country), and so on.

I had just deployed. Started reverting commits like crazy.

+1 for GitX. For some reason the most recent version in GitHub doesn't work well for me anymore, so I keep an extremely old version (Version 0.15.1964 dev (0.15.1964) in a Dropbox folder and it's my daily driver for years.

Id love to read a blog post like this about S3 Vector buckets. Does anyone have experience with it in production?

The service is still in preview, so AWS are explicitly telling people not to put it into production.

From my non-production experiments with it, the main limitation is that you can only retrieve up to 30 top_k results, which means you can't use it with a re-ranker, or at least not as effectively. For many production use cases that will be a deal breaker.

My issue with it is that it requires a lot of duplication between it and a traditional rdbms; you can’t use it alone because it doesn’t offer filtering without a search vector (i.e. what some vendors call a scroll function).

I dropped cursor for the precise reason you mention: reliability.

Countless times my requests in the AI chat just hang there for 30+ seconds more until I can retry them.

When I decided to give Claude Code a try (I thought I didn't need it because I used Claude in Cursor) I couldn't believe how faster it was, and literally 100% reliable.

EDIT: given today's release, decided to give it a go. The Composer1 model _is_ fast, but right at the second new agent I started I got this:

> Connection failed. If the problem persists, please check your internet connection or VPN

Sounds like you have a network problem. Did you try checking the network diagnostic in settings? They default to http2 which can throw a wrench in some corporate networks.

I would be willing to bet money your issue is on your side. I am a daily user since the beginning and cannot recall when I have had issues like you describe unless it was related to my corp network.

A lot of progress is being made here on the Cursor side I encourage you to try it again.

(Cursor dev)

This is the exact reason I left Cursor for Claude Code. Night and day difference in reliability. The Windows experience might be especially bad, but it would get constantly hung or otherwise fail when trying to run commands. I also had to babysit Cursor and tell it to continue for mid sized tasks.

They've improved performance dramatically in the last few weeks, might have fixed your issues.

Its clear they've been shipping a lot of windows updates.

It does seem significantly better on Windows. I'll give it another chance over the next couple weeks.

I use cursor daily, my business partner uses CC. Without a doubt, CC is certainly better, I'm just not willing to let go of the flow I spent the last year fine tuning. I'll probably make the leap after we finish the latest release.