Viewing profile — poshmosh

I’m the creator of Pulsys. I originally built this to help with self-hosting Hugging Face models, but it evolved into an authenticated pull-through cache. A big part of this projec…

Pulsys is an open-source, self hosted, authenticated pull-through cache for Hugging Face. It acts as a drop-in replacement for existing HF clients and serves warm hits directly fro…

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I wanted to push the limits of what I could build with Cursor. I did not write a single line of code, only prompts, plan docs, and agent files, while directing the LLM to use autom…

I have 14 YOE and its the opposite. Really brilliant jrs don't have the experience to know the consequences of their designs, they build fast under pressure. They reinvent things t…

I worked in the music streaming industry, which involves ingesting 10's of millions of XML files. Absolutely do not use XSLT. Schema changes between different versions of DDEX were…

I don't see any reason to use this for AWS over CDK. CDK already has some pretty higher level modules that make it really easy to setup ecs, k8s, vpc, ect.

Every framework have worked on for the last 12 years has bugs, breaks in certain situations. Every system in fact, i have worked on in 12 years has bugs and breaks. That is just th…

auto scaling could also mean scaling to 0. If you are running GPU workloads in k8's, you would typically setup a node pool with gpus that can scale to 0 after the job runs.

I feel like the majority of the people who complain about orms, haven't taken the time to learn the orm. Often times, there is a DSL you need to learn, but for simple database rela…

I've seen $85-$100. I paid $100/hr for the dev I hired. But they had multiple pro level certificates. I believe AWS takes as 15% fee though. The amount you will get paid is highly …

I am in the same boat. I have 12+ years of experience. I tired to launch a startup and it failed miserably. I am considering Amazon IQ. If you are into AWS and can get the professi…