AR
ANTERO RESOURCES CORPORATION
stock NYSE

I’m assuming you’re referring to the ERP code/database. I provided it a local copy of the ERP code and a live read only connection to the database. If load ever became an issue I’d use a local copy of the database refreshed nightly. I first did a shallow dive into all of the code and database. List all the code modules (AP, AR, Inventory, Sales, etc), all the tables, indexes etc. For the second pass I had it do a deep dive into the code and how all of the modules work and connect with one another and the db tables. On the third pass we had a contextual question about our company processes and how we actually use the software along with various customizations. For each phase I had it make permanent notes of our findings in markdown files. I should mention this is a Claude Code project.
Whenever a user brings me a complex issue, I consult with the AI. It’s been wrong a few times but we have always reached the resolution in the end and then we write its findings into a troubleshooting section. So far the only times it has struggled is when it has made assumptions about the way we are using the ERP. The more context it learns, the more easily it has been able to reach the right conclusions.
I hope I answered your question but feel free to ask follow ups. I’m not an AI expert by any means.

If there was ever a moment to invest in snap. Now is the time. 
Memories cutoff in September will have a huge impact on Q3 and Q4. Both to top line revenue and cloud costs. 
Specs will bring in some revenue, how much who knows. There is an enthusiastic dev community behind the product. 
They’re also expanding the surface area of ads and integrating with other providers, Spotify for example. More to come I reckon, deliveroo and ordering direct from snaps sent from advertisers. 
There’s no room for error and I think that scares investors but don’t see why it can’t be 2.5% of your portfolio as an option on AI and AR, who knows specs could be the product Wall Street wanted to fulfil the AI dream… 
Personally, I think they’ve just pulled the plane up 200ft from the water. 

The whole idea that meta spent 80 billion on a failed videogame is just a meme. You guys are thinking of horizon world which cost millions. Meta verse was horizon world which included all their r/D into VR/AR, hardware engineering, studio acquisitions and infrastructure which they still use. Its only a loss if you believe there is no future in AR.

5.56 for an AR; not AK which would be 7.62.

Not sure where you are located but in the US green tip is available to almost all consumers in 90% of States, very few restrictons (State wise & none Federally). It is not the "armor piercing round" it was once said/believed to be rather will pierce a light barrier ... The round to watch out for is the little FN 5.7 x 28, those are nasty little SOB's

Or you said AR 9, no

AR 9? It looks like. 3D printed ghost joint