Viewing profile — shay_ker

how do any of these routing approaches handle kv cache misses? Devin Fusion is the only one that explicitly addresses this, though it does so by switching models during compaction …

i'm surprised there isn't more commentary on the vulnerabilities themselves (mostly in apps developed on the jvm, e.g. artifactory)

Separately, JetBrains's revenue grew 25%: https://www.jetbrains.com/lp/annualreport-2026/ But back to OP, for this prompt: > Set up a nightly cron job that executes the prompt: fet…

How do we know if these models weren’t trained on Turso’s rewrite of SQLite in Rust? It seems both likely that they were and impossible to remove that code from pretraining. Doesn’…

How much do the labs post-train on the harness inputs & outputs? That's a critical piece to understand if a "generic" harness is at all possible

There's no free lunch. Housing costs are effectively carried by immigrants and transplants: https://www.aei.org/wp-content/uploads/2023/09/Setting-the-r... In general, the Vienna m…

Didn't we all know from the start that all of SWE-Bench was flawed? Even the authors concede the limitations and have long since moved on.

Great work! My question is about what you mentioned at the end - how well do world models operate when out of distribution? In some sense we hope these models learn something "deep…

I saw the integration with Hono - hadn't heard of it before, do many people use it?

I'm curious if this approach can be generalized beyond "doom loops". For instance, another way of thinking about a "doom loop" is wasted tokens, which happens all the time with lar…

cost per benchmark task is definitely interesting! i've always wanted cost per prompt, but even that has too much variation.

random thought, but i wonder if html-in-canvas can really improve development for visualization tools specifically

I have a naive question: why did this take 15 years? I understand that good APIs need time and thoughtful design, but I struggle to understand why we couldn’t get to the same (or b…

I do wonder - why not add this to jsx?

Seems like Angular has gotten better since v2 (my last experience). Has anyone done a modern Angular vs. React comparison that's not an AI slop article? I'm also curious if it's "s…

It's fascinating that cloud providers like AWS/GCP/Azure are now immovable "enterprise" technologies, in the way that IBM, Oracle, SAP, etc. were 15 years ago (and still are!). Fon…

hmm it does seem like a good point that browsers should be able to do this natively. the DOM already holds the content, and browsers manage what's rendered in the viewport.

hot take: token spend can be used a honey pot, especially when compared to what you deliver. spend accordingly!

In the three options OP presents, I wonder if there's a fourth: BYO model Customers give vendors metered access to their model. They can budget tokens per vendor. Vendors selling "…