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A postmortem of three recent issues

Between August and early September, three infrastructure bugs intermittently degraded Claude's response quality. We've now resolved these issues and want to explain what happened. In early August, a number of users began reporting degraded responses from Claude. These initial reports were difficult to distinguish from normal variation in user feedback. By late August, the increasing frequency and persistence of these reports prompted us to open an investigation that led us to uncover three sepa

Claude Code Degradation: A postmortem of three recent issues

Between August and early September, three infrastructure bugs intermittently degraded Claude's response quality. We've now resolved these issues and want to explain what happened. In early August, a number of users began reporting degraded responses from Claude. These initial reports were difficult to distinguish from normal variation in user feedback. By late August, the increasing frequency and persistence of these reports prompted us to open an investigation that led us to uncover three sepa

How FOSS Projects Handle Legal Takedown Requests

When a legal takedown request arrives, whether it’s about copyright, censorship, privacy, or something more vague, how a Free and Open Source Software (FOSS) project responds can make all the difference. Handled well, a takedown request can be a manageable administrative step. Handled poorly, it can cause panic, disrupt infrastructure, or even put contributors at legal risk. As part of our legal resilience research, we spoke with a range of legal experts, software freedom advocates, and mainta

Ask HN: What Arc/Dia features should we prioritize?

Feature request: What would you love to see in BrowserOS? This is a place to share feature ideas and requests for BrowserOS. Drop your suggestions below! 👇 Tell us what features you'd love to see - we'll follow up if we have questions and consider them for our roadmap! React with ❤️ to requests you'd also want! P.S.: Join our Discord to chat with the community 👋

These psychological tricks can get LLMs to respond to “forbidden” prompts

If you were trying to learn how to get other people to do what you want, you might use some of the techniques found in a book like Influence: The Power of Persuasion. Now, a pre-print study out of the University of Pennsylvania suggests that those same psychological persuasion techniques can frequently "convince" some LLMs to do things that go against their system prompts. The size of the persuasion effects shown in "Call Me A Jerk: Persuading AI to Comply with Objectionable Requests" suggests

AWS pricing for Kiro dev tool dubbed 'a wallet-wrecking tragedy'

AWS has introduced new pricing for Kiro, its AI-driven coding tool, but unlike the pricing originally announced, the latest plans are "a wallet-wrecking tragedy," according to many of its users. "Kiro's spec-driven AI IDE is a gem," said open source PHP and Laravel engineer Antonio Ribeiro on GitHub, "until I saw your new pricing." AWS introduced Kiro last month as a fork of Code OSS (also used by Visual Studio Code) with a distinctive approach to AI coding assistance, based on specifications

Cross-Site Request Forgery

Cross-Site Request Forgery (CSRF) is a confused deputy attack where the attacker causes the browser to send a request to a target using the ambient authority of the user’s cookies or network position. For example, attacker.example can serve the following HTML to a victim <form action="https://example.com/send-money" method="post"> <input type="hidden" name="to" value="filippo" /> <input type="hidden" name="amount" value="1000000" /> </form> and the browser will send a POST request to https://e

OpenFreeMap survived 100k requests per second

I was about to post about how nice the last 10 months of OpenFreeMap have been. The architecture has really proven itself to be great, Cloudflare has agreed to sponsor the bandwidth, Hetzner servers are super stable as always, serving tiles from Btrfs proved to be a great choice, nginx is amazing, and life is good. Then, out of the blue, I'm getting reports that some tiles are not loading, which normally means tile generation bugs, but not this time. I look into the nginx logs and see this: 20

Pull Interactions from POSSEd Content

I just introduced a new feature on the website! 🎉 As usual, whenever content is POSSEd (Publish (on your) Own Site, Syndicate Elsewhere), you will find links to the syndicated content at the bottom of the page. Now, you will also see a small link to “toggle the interaction crawler”. This will open (or hide) a small form, where you can select available (and supported) social media platforms to crawl for interaction counts. This is in line with what I was discussing a few weeks ago about webmen

Life of an inference request (vLLM V1): How LLMs are served efficiently at scale

Life of an inference request (vLLM V1): How LLMs are served efficiently at scale Junhao Li Senior Software Engineer Ubicloud is an open source alternative to AWS. We offer managed cloud services that build on top of PostgreSQL, Kubernetes, vLLM, and others.‍ ‍vLLM is an open-source inference engine that serves large language models. We deploy multiple vLLM instances across GPUs and load open weight models like Llama 4 into them. We then load balance traffic across vLLM instances, run health

Getting free internet on a cruise, saving $170

Internet on a cruise ship is insanely expensive, but a little bit of DevTools knowledge and some simple Python scripting can go a long way when it comes to getting free internet Picture this, you’re a teenager in the middle of the ocean on a cruise ship. All is good, except you’re lacking your lifeblood: internet. You could pay $170 for seven days of throttled internet on a single device, and perhaps split it via a travel router or hotspot, but that still seems less than ideal. I’ve been trave