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Anthropic's open-source framework for AI-powered vulnerability discovery
A reference implementation for autonomous vulnerability discovery and remediation with Claude, based on our learnings from partnering with security teams at several organizations since launching Claude Mythos Preview. For a write up of these learnings along with best practices, see the accompanying blog post (also available in blog-post.md ). For a lightweight SDK-only walkthrough of the same recon → find → triage → report → patch loop, see the companion cookbook.
Expanding Project Glasswing
Expanding Project Glasswing Project Glasswing is our collaborative effort to secure the world’s most important software. In early April, we announced that roughly 50 initial partners had access to Claude Mythos Preview, and since then, they’ve been deploying the model to scan their codebases for vulnerabilities. We recently described how these partners have so far found more than ten thousand high- or critical-severity security flaws.
The ways we contain Claude across products
Get the developer newsletter Product updates, how-tos, community spotlights, and more. Delivered monthly to your inbox. Twelve months ago, we'd have rejected out of hand the idea of granting Claude access sufficient to take down an internal Anthropic service.
Anthropic, please ship an official Claude Desktop for Linux
- Notifications You must be signed in to change notification settings - Fork 21.2k Official Claude Desktop build for Linux (Ubuntu LTS / Debian) #65697 Description Preflight Checklist - I have searched existing requests and this feature hasn't been requested yet - This is a single feature request (not multiple features) Problem Statement Preflight note. The closest open issue is #40347.
Microsoft's open source tools were hacked to steal passwords of AI developers
Microsoft has cut off access to dozens of its open source projects hosted on GitHub as it investigates how hackers apparently breached the projects and injected password-stealing malware into the code. Many of the affected projects relate to Microsoft’s cloud service Azure and other tools used by developers to code with AI development apps, such as Claude Code, Gemini’s command line interface, and VS Code. According to security firm Cloudsmith and community-driven malware analysis site...
Anthropic files for IPO before OpenAI as trillion-dollar startups race to go public
Artificial intelligence startup Anthropic said Monday it filed for an initial public stock offering, a surprise start to the race between it and OpenAI to be the next trillion-dollar AI startup to hit the public markets. The filing, which is currently confidential as the Securities and Exchange Commission reviews it, comes earlier than expected as the Claude AI maker looks to beat its primary rival to fresh funding. Both companies were previously expected to begin trading in the fall.
What it feels like to work with Mythos
What it feels like to work with Mythos Claude Fable represents another big jump in AI I had early access to the first Mythos-class AI model being released to the public, Claude 5 Fable. Much of the discussion of Mythos has centered on its impact on software security, but I tested it on everything except that (the guardrails around Fable essentially prevent it from being used for cybersecurity at all). My conclusion is that it represents a very real leap over every model I have used before,...
Here are the 4 big things we're watching in the stock market in the week ahead
Earnings season isn't over just yet. Plus, there are plenty of other important updates coming our way this week, from influential tech conferences to jobs data and spin-off milestones. Let's dive into it all.
When AI Builds Itself: Our progress toward recursive self-improvement
For most of AI’s history, humans drove every step in its development cycle. But at Anthropic, we are delegating a growing share of AI development to AI systems themselves, which is speeding up our work. Taken far enough, and given enough compute, that trend points to an AI system capable of fully autonomously designing and developing its own successor.
Did Claude increase bugs in rsync?
A simple distributional analysis of every rsync release with bug data. Nothing complicated, answers only one question: are the Claude-assisted releases unusually buggy? In order to avoid accuastions of this "just being Claude defending Claude," "AI slop," "probably all hallucinations," etc., I've decided it's probably worth explaining a few key points about how this report was created: In late May 2026, rsync blew up.