At least Anthropic have a max subscription for corporate. Codex is only pay-as-you-go pricing beyond the base plan. Hence I'm stuck with Opus for work for the foreseeable future.
The tweet misses the conclusion from the paper that handcrafted AGENTS.md might help. To me its no surprise that 100% vibed AGENTS.md are unproductive. Not reviewing your design docs is probably even worse than not reviewing your code? I've seen some AI-generated agents.md which were just plain wrong. No surprise agents perform worse after reading those.
I use AGENTS.md to make sure my agents loop effectively (tests, quality, etc). Not to describe the code / architecture.
It's because that price point is for individuals not for companies. So my company can't pay for the $100 plan unlike with Claude. Only pay-as-you go pricing is available for companies beyond the $29 plan which runs out for me in 2/5 hours. And pay-as-you-go is insanely expensive.
I'm working on a large (at least 300k+ loc) Django code base right now and we have 32 direct dependencies. Mostly stuff like lxml, pillow and pandas. It's very easy to use all the nice Django libs out there but you don't have to.
I've tried Greptile and it's pretty much pure noise. I ran it for 3 PRs and then gave up. Here are three examples of things it wasted my time on in those 3 PRs:
* Suggested to silence exception instead of crash and burn for "style" (the potential exception was handled earlier in code but it did not manage to catch that context). When I commented that silencing the exception could lead to uncaught bugs it replies "You're absolutely right, remove the try-catch" which I of course never added
* Us using python 3.14 is a logic error as "python 3.14 does not exist yet"
* "Review the async/await patterns
Heavy use of async in model validation might indicate these should be application services instead." whatever this vague sentence means. Not sure if it is suggesting us changing the design pattern used in our entire code base.
Also the "confidence" score added to each PR being 4/5 or something due to these irrelevant comments was a really annoying feature IMO. In general AI tools giving a rating when they're wrong feels like a big productivity loss as then the human reviewer will see that number and think something is wrong with the PR.
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Before this we were running Coderabbit which worked really well and caught a lot of bugs / implementation gotchas. It also had "learnings" which it referenced frequently so it seems like it actually did not repeat commenting on intentional things in our code base. With Coderabbit I found myself wanting to read the low confidence comments as well since they were often useful (so too quiet instead of too noisy). Unfortunately our entire Coderabbit integration just stopped working one day and since then we've been in a long back and forth with their support.
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I'm not sure what the secret sauce is but it feels like Greptile was GPT 3.5-tier and Coderabbit was Sonnet 4.5-tier.
Riksbanken have been pushing for cash payments too. Personally I think its too little too late. The culture in Sweden has already changed to purely digital
Sweden has also done multiple pilots of a digital currency pressed by the state. This might be an interesting alternative to not give up control of our currency and privacy to banks and cc companies. Also supposed to work offline. https://www.riksbank.se/globalassets/media/rapporter/e-krona...
That used to be semi-common for smaller transactions in Sweden but was made illegal. Not sure why, probably to fight tax avoidance.
At this point the cost of handling cash is way higher than handling cards and as no one in Sweden ever uses cash its no longer relevant at all anyway. Now many (maybe even most?) dont accept cash to avoid the cost of handling cash instead.