First of all there is a way to made agents spot truncation by being aware of RTK compression and having bypass option (I use RTK_DISABLE=1) as a way of restoring original full text.
Works fine, yeah it only compresses command output so only input tokens are affected in terms of "compression".
I did fill the form our a while back (it was around for a few months now) without any response. I guess must be really big OSS project for maintainer to qualify.
Seems odd limit, especially since it highly dependant on Token provider used, with Opus this is not much and could easily be burnt in a week or less, but with something like deepseek the 1500 can literarily be an annual budget.
That being said, I do have to wonder why someone as bug as say Uber, simply not rollout OSS model in the cloud for their team, I'd imagine that would be cheapest & most flexible option, while also keeping all the data shared with LLM private.
Because of the memory costs lately, I doubt this will be much cheaper. Also this is quite a bit slower than even 4070 let alone *90 Nvidia variants albeit with much lower memory.
Looks like just rebranded DGX in laptop form, the biggest miss is the weak memory speed, 1/2 of the M5 laptop memory speed, and 1/3 of the M3 ultra that is now years old...
Yeah, it is a massive jump in price, hardly a "Flash" model anymore... I wonder if they'll release flash lite or something with a bit more affordable price point.
Native PHP extension: 19 chart types behind a fluent OO API, plus Code 128 barcodes and QR codes sharing the same gd substrate. Composable: charts can draw into a caller-owned GdImage canvas, so multiple charts composite onto one image in a single render pass. PHP 8.3+, BSD-licensed.
When it comes to security and AI, all top tier publicly accessible models (GPT 5.5, Opus 4.7) and even near-top like Deepseek 4 PRO can do a very good job given detailed harness on how to spot issues and cross-validate them to avoid false positives.
Interesting that the 5h limits are raised, but if I understand announcement correctly, the weekly limit is not. So all this means is that you can burn through your weekly limit faster and be locked out entirely, or having to buy tokens
Even without writing code LLMs are a huge help, analyzing code, doing code reviews, documenting code, etc... Even without writing a line of "code" LLM hugely speed up development and take away the annoying/boring work.
Windows 10, especially when they added WSL2 was genuinely great and an awesome platform for development, with essentially native/fast Linux.
Since Win11, it has all been downhill (imo), speed dropped massively, even opening task manager now takes seconds, weird slowdowns that only reboot resolves (temporarily).
I hope Microsoft starts taking performance seriously and tries to get back to what was lost after Win10, but I have big doubts.
Still a bit raw, but getting there