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Orca-Bench: How Ready Are Language Model Agents for Oncall?

https://arxiv.org/abs/2607.28545
12•yruzin•1h ago

Comments

dash2•1h ago
Seems like there's a big attack-defence asymmetry at present: models are great at exploiting systems and poor at fixing them.
EGreg•54m ago
That is why I built https://safebots.ai/safebox.html

Your strategy can’t be patch AFTER an intrusion. Only to build a hardened environment from scratch and be ready in advance.

aleksiy123•4m ago
Attackers advantage in the iterative fast feedback loop?

It’s harder to have a loop to ensure you are defending all possible attacks?

I guess the loop is you need to attack yourself and fix.

But that inherently costs more resources?

4di•51m ago
looks like the public bench link in the paper was taken down. https://hub.harborframework.com/datasets/orca-bench/ORCA-ben...

This doesn't work anymore. Is there a newer link?

Elevators

https://john.fun/elevators
622•Jrh0203•4h ago•162 comments

Tailscale didn't stop the Hugging Face intrusion

https://tailscale.com/blog/hugging-face-intrusion
93•bluehatbrit•1h ago•39 comments

qm

https://github.com/yc-software/qm
177•tosh•2h ago•45 comments

Big Food vs. the People

https://www.lighthousereports.com/investigation/big-food-vs-the-people/
126•jruohonen•4h ago•81 comments

Golang proposal: container/: generic collection types

https://github.com/golang/go/issues/80590
35•jabits•1h ago•6 comments

Getting 25 Gbps Thunderbolt Ethernet on My Mac Studio

https://www.jeffgeerling.com/blog/2026/getting-25g-ethernet-mac-thunderbolt/
85•speckx•4h ago•54 comments

Termixer (TUI DJ Mixer)

https://github.com/l00sed/termixer
25•l00sed•1h ago•13 comments

Everyone is building LLM routers, we deprecated ours

https://manifest.build/blog/why-we-deprecated-our-llm-router/
33•brunaxLorax•2h ago•12 comments

Severance

https://lcamtuf.substack.com/p/severance
59•surprisetalk•3h ago•15 comments

June in Servo: real world compat, media queries, SharedWorker, and more

https://servo.org/blog/2026/07/31/june-in-servo/
23•iamnothere•1h ago•0 comments

DeepSeek V4 Flash 0731 Intelligence, Performance and Price Analysis

https://artificialanalysis.ai/models/deepseek-v4-flash
475•theanonymousone•12h ago•260 comments

DeepSeek-V4-Flash Update

https://api-docs.deepseek.com/updates/
629•dnhkng•14h ago•301 comments

Miso (YC S16) is hiring for U.S. expansion

https://www.ycombinator.com/companies/miso/jobs/g2uAlMG-founding-business-lead-u-s-expansion
1•victorology•3h ago

Algorithms on billion-scale graph using 10GB RAM: I love DataFusion

https://semyonsinchenko.github.io/ssinchenko/post/datafusion-graphs-cc-2/
67•speckx•4h ago•18 comments

Using the railway network as a flatbed scanner [video]

https://media.ccc.de/v/emf2026-74-1-using-the-railway-network-as-a-flatbed-scanner
15•Jimmc414•1h ago•5 comments

Orca-Bench: How Ready Are Language Model Agents for Oncall?

https://arxiv.org/abs/2607.28545
13•yruzin•1h ago•4 comments

Run Kimi K3 using 29 GB of RAM at 0.50 tok/s

https://github.com/sqliteai/waste
77•marcobambini•6h ago•28 comments

Making Referential Stability a Type

https://jovidecroock.com/blog/referential-stability-types/
11•acmnrs•4d ago•0 comments

How JPEG works: Interactively explore JPEG's lossy compression methods

https://cgjennings.ca/articles/jpeg-compression/
56•at1as•4d ago•6 comments

A GTK4 SSH-askpass in Zig

https://xn--gckvb8fzb.com/a-gtk4-ssh-askpass-in-zig/
49•surprisetalk•4h ago•16 comments

A simple clustering algorithm for lists

https://cassidoo.co/post/clustering-tiles/
4•nreece•3d ago•0 comments

Anti-fraud tools can't keep pace with robocall scammers

https://broadbandbreakfast.com/how-to-fight-back-against-fraudulent-robocalls/
49•dredmorbius•6h ago•64 comments

The End of an Era

https://hughhowey.com/the-end-of-an-era/
356•harscoat•8h ago•389 comments

The C ``Clockwise/Spiral Rule''

https://c-faq.com/decl/spiral.anderson.html
52•etrvic•6h ago•38 comments

Show HN: BitBang – Reach machines behind NAT from a browser, no account

https://github.com/richlegrand/bitbang-cli
55•narragansett•5h ago•13 comments

Arch Linux disables AUR package adoption

https://lwn.net/Articles/1086489/
107•database64128•6h ago•75 comments

The Art of Decision-Making (2019)

https://www.newyorker.com/magazine/2019/01/21/the-art-of-decision-making
28•EndXA•4h ago•2 comments

13 Models and 4 Agents on SWE Tasks: Go, Java, Python, Rust, TS

https://swe-rebench.com
31•ibragim_bad•4h ago•11 comments

Danube's record low levels force shutdown of Hungary's only nuclear plant

https://www.bbc.com/news/articles/cn0nqv05g0do
112•vrganj•12h ago•119 comments

The most official water costs $120k a gallon

https://signoregalilei.com/2026/07/26/the-most-official-water-costs-120000-a-gallon/
81•surprisetalk•5h ago•60 comments