this post was submitted on 17 May 2026
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[–] o7___o7@awful.systems 13 points 1 day ago* (last edited 1 day ago) (5 children)

Ask HN: Company is rapidly cutting AI tool spend how to prep team?

Company I work for is now rapidly planning to scale down its AI tooling spend. Claude code access is basically getting removed and people are forbidden from using personal plans. Reasoning is cost apparently our monthly Claude bill has become astronomical for the org. Nearly 3x our saas's cloud spend.

Apparently we are going to get limited access to codex at severely reduced plans.

I have tried some local models such as Kimi, however most are barely functional.

I am very concerned as the expectation of amount of work done is to remain consistent. Ignoring the fact teams have made entire workflows around Claude I am very worried and frustrated.

How can I help my team ease this transition? Are their local models that run well on local machines that only have 16gb ram?

https://news.ycombinator.com/item?id=48189073

[–] froztbyte@awful.systems 2 points 11 hours ago

that made me smile good and proper, ty for the lol

I love the orangeposters in there, some of them sure are thonkers

[–] V0ldek@awful.systems 11 points 22 hours ago (4 children)

people are forbidden from using personal plans. Reasoning is cost apparently our monthly Claude bill has become astronomical for the org

How does using personal plans impact the company's bill? If someone is so profoundly stupid as to spend their own money on a "tool" for their job then why stop them?

[–] froztbyte@awful.systems 2 points 11 hours ago

I've seen the pattern be used as an enterprise pricing dodge before: rather than sign the whole org up at $$$, everyone signs up themselves at $ (and maybe get to claim or somesuch)

another reading could be that someone in leadership/security went "holy shit this exposure is terrible" and put forth a policy including "no personal" and the poor little promptfondler is left ashen-faced upon reading that the policy instruction actually thought of the first obvious workaround

[–] JFranek@awful.systems 6 points 20 hours ago (1 children)

Dunno, maybe they believe the pinky promise that their code won't be used for training on the enterprise plans?

[–] Architeuthis@awful.systems 5 points 17 hours ago* (last edited 17 hours ago)

It's more like license to sue their pants off if they get caught propagating obviously proprietary code through the responses of their tool, and if they are doing it but you can't tell that just means your enterprise code isn't discernible from claudeslop so no harm done.

I'm assuming if suddenly an LLM code tool is able to do something like write a parser for an unambiguously closed source heavily copyrighted data format and the only possible leak is the devs using LLM tooling, it's going to be a big legal deal.

That's a good point. I wonder if they're also realizing that the promised efficiency gains haven't manifested and their code quality has started dropping. Can't really say that without embarrassing everyone and so it gets written up as all cost.

[–] mawhrin@awful.systems 5 points 22 hours ago (1 children)

does anthropic sequester the data it gets sent the same way on personal and business plans?

[–] V0ldek@awful.systems 10 points 19 hours ago (2 children)

My assumption based on nothing except life experience is that all of that data gets pushed through differently coloured pipes into the same giant bucket with privacy concerns being "too hard" and "approved by legal".

[–] mawhrin@awful.systems 1 points 16 minutes ago

that would be my assumption as well, but i'm sure the business subscriptions have some language that suggests otherwise.

If only there had been warning signs of how heavily subsidized the rates absolutely had to be, and how bafflingly stupid it was to intentionally design workflows to maximize token use. If only people had been trying their damndest to shout it from the rooftops but were ignored because Corporate was listening to the automatic yes man instead.

[–] mawhrin@awful.systems 6 points 22 hours ago

(oh dear, how sad, nevermind)

[–] sansruse@awful.systems 10 points 1 day ago

WELL WELL WELL, if it isn't the consequences of my own voluntary deskilling

(plus a dose of corporate greed)