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So tldr they are just standing by until everyone else dies? If this is the theory then they HAVE to be doing some serious AI things internally/R&D/in-secret so they're essentially "ready to go" ?

Of course they are.

I’m not an insider so I wouldn’t know the specifics.


I guess what's the downside though to getting into the game now and gaining users since they have loads of real cash anyways and a crash wouldn't really hurt them?

Didn't they tighten that quota WAY down though since everyone caught on to the AG/Opus game?

Interesting

Used codex cli (5.4) for the first time (had never used codex or gpt for coding before - was using Opus 4.5 for everything), and it seems quite good. One thing I like is it's very focused on tests. Like it will just start setting up units tests for specs without you asking (whereas Opus would never do that unless you asked)-- I like that and think it's generally good. One thing I don't like about GPT though is it pauses too much throughout tasks where the immediate plan and also the more outward plan are all extremely well defined already in agents.md, but it still pauses too much between tasks saying, next logical task is X, and I say yeah go ahead, instead of it just proceeding to the next task which Id rather it do. I suppose that is a preference that should be put in some document? (agents.md?)

well I have a running model (ha!) in my head about the frontier providers thats roughly like this:

- chatgpt is kinda autistic and must follow procedures no matter what and writes like some bland soulless but kinda correct style. great at research, horrible at creativity, slow at getting things done but at least getting there. good architect, mid builder, horrible designer/writer.

- claude is the sensitive diva that is able to really produce elegant code but has to be reminded of correctness checks and quality gates repeatedly, so it arrives at something good very fast (sometimes oneshot) but then loses time for correction loops and "those details". great overall balance, but permanent helicoptering needed or else it derails into weird loops.

- grok is the maker, super fast and on target, but doesn't think deeply as the others, its entirely goal/achievement focussed and does just enough things to get there. uniqiely it doesn't argue or self-monologue constantly about doubts or safety or ethics, but drives forward where other stuggles, and faster than others. cannot conenctrate for too long, but delivers fast. tons of quick edits? grok it is. "experimental" stuff that is not safe talking about... definitely grok.

- gemini is whatever you quickly need in your GSuite, plus looking at what others are doing and helping out with a sometimes different perspective, but beyond that worse than all the others on top.

- kimi: currently using it on the side, not bad at all so far, but also nothing distinct I crystallized in my head.


Do consumers get a refund too re: inflated prices for the items they bought?

Interesting concept. Is it open source if one would rather self-host it?

Apcher generates proprietary Node.js code you own and self-host ($59/workflow).

Think "Cursor for backend workflows" — prompt → production ZIP with Watchdog/CI/etc. baked in.

Generator stays at apcher.dev; output = yours forever, no license restrictions beyond standard use. No success tax—you run it 1M times on your infra.


So that's a no on open source right?

Correct—no open source.

$59/workflow → production Node.js you own completely (no license restrictions, run 1M times anywhere). Full export, no host, time, or execution fee. Output = yours forever.


Pretty cool!

But how do we just make an AI do all of that from the article

And I still would not touch it even with my mother in law's 100 foot stick

If you could make your tool work with PVM that would be amazing

Tool is already configured with paravirtualization on the linux path

Unfortunately, the ecosystem and tooling is not there for macOS full paravirtualization yet


Oh neat yeah I only care about Linux pvm. Assuming we still have to have already installed the PVM kernel and other pvm-related prereqs or?

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