[weego]

I'm just in the process of moving from a prototype in N8N's agent tools to an actual system that could be self-hosted.

I've read a lot of comments that most pragmatic shops have dumped langchain/graph, haystack, crew etc for their own internal code that does everything more simply, but I can't currently conceptualize how tooling etc is actually done in the real world.

Do you have any links or docs that you've used as a basis for the work you could share? Thanks.

[suninsight]

Most of our stuff is built in house actually, simply because everything else is still kind of catching up. You can find a bunch of information on the blog (https://www.nonbios.ai/blog)

The only software that we use is Langfuse for observability and that too was breaking down for us. But they launched a new version - V3 - which might still work out for us.

I would suggest to just use standard non-AI specific python libraries and build your own systems. If you are migrating from N8N to a self hosted system then you can actually use NonBioS to build it out for you directly. If you join our discord channels, we can get an engineer to help you out also.