so this is basically a massive competitor to langgraph?

just buy two 20x, no?

or switch to codex

why cant i choose axa ?

Axa is a large insurer and might have the appetite for this type of risk. We use different carriers with this risk to get our clients covered.

your website isnt working

Apologies. Should be working now.

can someone explain how leapold aschenbrenner proposes a solution to this in situational awareness?

can someone give recommendations of other pytorch explanations like this one?

author here. honest answer: there isn't much that covers the whole thing end to end, that's partly why I started writing this.

but the ones I learned from: - Edward Yang's "pytorch internals" post: http://blog.ezyang.com/2019/05/pytorch-internals/ it's the classic, goes deep on the c++ side.

- the pytorch developer podcast, same author. short episodes, one internal topic each

- the pytorch repo's own CONTRIBUTING.md, the folder layout explained by the maintainers

- and if you want to build autograd instead of reading about it, Karpathy's micrograd / zero to hero

mine is planned as 12 parts, the list is at the end of the post. part 1 (chapter Tensor: storage, strides, views) is in progress now.

Thanks for the PyTorch internals OG link and for putting together your PyTorch one-pager, if we can call it that :)

Kudos.

Off-topic:

Some of your comments in this thread are dead, but I’ve vouched for some them as I don’t see anything wrong with what you’ve written, other than your writing here on HN sounds a little like you are using an LLM to compose each reply (or perhaps your regular use of LLMs is showing through in your comments?).

thanks for the vouch, appreciated! :)

and honest answer, English is not my first language, so yes, I rely on co-pilot tools when I write and it probably shows.

the PyTorch content itself I can defend line by line, that part is mine.

this is exactly what leopold talks about in situational awareness

can you explain this in a bit more detail? super interested

It's literally all there is to it. Write your prompt normally. then, at the last paragraph, you write:

Use a workflow to implement this. You (Fable) are the orchestrator, planner and reviewer. Opus agents are implementers.

That's all there's to it. it will create the dynamic workflow - has a nice interface native to Claude Code - and do all the coordination to deliver what you asked.