--- title: "AI just found 10,000 bugs in a month. Finding them is the easy part" url: https://daily.dev/posts/ai-just-found-10-000-bugs-in-a-month-finding-them-is-the-easy-part-fjluqyxbl source_url: https://swimm.io/blog/ai-just-found-10000-bugs-in-a-month-finding-them-is-the-easy-part type: article source: "Swimm" published: 2026-06-04T07:46:57.751Z updated: 2026-06-04T07:47:26.510Z tags: ["security", "claude"] reading_time: 5 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # AI just found 10,000 bugs in a month. Finding them is the easy part **[Swimm](https://daily.dev/sources/swimm)** · 5 min read · 0 upvotes · 0 comments ## Summary Anthropic's Project Glasswing used Claude Mythos Preview to find over 10,000 high or critical vulnerabilities across 50 partner organizations in one month, including 2,000 at Cloudflare and 6,202 in open-source infrastructure projects. The key insight is that AI-driven bug discovery has scaled dramatically, but remediation hasn't kept pace. Fixing vulnerabilities safely requires deep understanding of business logic, dependencies, and system constraints — knowledge that rarely lives in documentation. The post argues that the real bottleneck is an 'understanding layer': mapping blast radius, extracting business rules, and combining deterministic analysis with AI and senior engineers. Swimm positions its product-enabled service as a solution to this gap, offering architecture maps, dependency analysis, and remediation playbooks. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Project Glasswing has uncovered 10,000 vulnerabilities: Anthropic](https://daily.dev/posts/project-glasswing-has-uncovered-10-000-vulnerabilities-anthropic-33ik2enrf) · CSO Online · 1 upvotes · 0 comments - [AI gets good at finding bugs, not as good at fixing them](https://daily.dev/posts/ai-gets-good-at-finding-bugs-not-as-good-at-fixing-them-sptd5ofrp) · The Register · 0 upvotes · 0 comments --- Tags: [#security](https://daily.dev/tags/security), [#claude](https://daily.dev/tags/claude) [View this post on daily.dev](https://daily.dev/posts/ai-just-found-10-000-bugs-in-a-month-finding-them-is-the-easy-part-fjluqyxbl)