orchestrator and diff reviewer

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Everyone on board!? Did we miss anyone?
What a day!! It just keeps giving
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What a day!! It just keeps giving
OpenAI models helped researchers—operating as part of our Patch the Planet initiative—discover critical security flaws in PHP, an open-source programming language used to run an estimated 70% of websites. Over the past two months, we led a coalition of maintainers, researchers, and security providers to prepare fixes and protections ahead of disclosure. This duration was necessary because the fix was quite intricate and required a major change to the PHP engine. Every site using PHP can now safely upgrade their version to stay secure, in addition to applying mitigations from various security vendors. Due to the severity of these flaws and PHP’s widespread use, we consider this bug to be one of the most impactful vulnerabilities in recent memory. It also marks a new phase, where AI can find security bugs with internet-scale impact. This is an example of the Defender’s Window in action: to our knowledge, frontier AI was able to find this vulnerability ahead of attackers, giving defenders time to prepare. openai.com/index/coordinated…
Community note
Wiz Research wasn't the first one to discover the exploit. An independent researcher first discovered it: nitter.siddz.com/calif_io/statu…
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Replying to @pranvtwt
Insane work! Ggs 🎉 (Pic: related (maybe))
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cert-in has deployed the SIH winners to look into eMudhra matter
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crazy day!! not sure what's more to come
ffs, litellm compromised again! if you installed llitellm==1.107.0, good chance your environment is compromised
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absolutely insane how microsoft has decided to make peace with the issues in their platform products.
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linear's founder on why products end up as a pile of features nobody chose. everyone working with agents makes changes that make sense alone and together it's frankenstein. the fix isn't process, it's having a point of view
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Open AI in true sense ☝🏻
🚀 Introducing DeepInfer, our in-house inference framework, now fully open source! Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable. 🔗 github.com/deepseek-ai/DeepI… 1/4
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what's everyone using as their llm proxy? i want per-key token logs and virtual keys so my agent doesn't eat the same budget as my editor
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claude code has a --tmux flag now. i've had a whole .tmux.conf with pane layouts for this for months. turns out they shipped it
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everything is yaml anon!!
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Replying to @_Stocko_
Lol I'm dealing with tests too 😭
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Replying to @code_kartik
And the worst thing i bought was a Kindle Never looked at it since then
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Save me god !! The codebase is a mess 💥
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Replying to @neuralSWE
You're welcome 🤗
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an eval grader watched an agent bypass access controls and marked the run correct. we grade models with models
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mxfp4, nvfp4, exl 2.875 bpw, and exl 3.5 bpw versions of the new deepseek checkpoint are out now, fully uncensored! jailbreak bench, inference perf, quality measurements are all in the links comparing each version to each other. so you should only need to click on one to decide from the charts ive added. im personally using the mxfp4 version on my local 4x rtx pro 6k rig. enjoy :) huggingface.co/Infatoshi/Dee… huggingface.co/Infatoshi/Dee… huggingface.co/Infatoshi/Dee… huggingface.co/Infatoshi/Dee…
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