{"id":49767551,"url":"https://github.com/cloudstreet-dev/ai-red-teaming","last_synced_at":"2026-05-11T11:04:49.066Z","repository":{"id":356122946,"uuid":"1231128838","full_name":"cloudstreet-dev/AI-Red-Teaming","owner":"cloudstreet-dev","description":"The Mythos moment showed AI can find and chain real vulnerabilities at scale. You don't have Mythos — you have Claude, GPT-5, and a Tuesday afternoon. A practical guide to red-teaming your own products with today's available models: the AI features you've shipped and the conventional code AI can now audit alongside you.","archived":false,"fork":false,"pushed_at":"2026-05-06T17:30:15.000Z","size":88,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-06T19:19:16.199Z","etag":null,"topics":["ai-security","mdbook","prompt-injection","red-teaming","vulnerability-research"],"latest_commit_sha":null,"homepage":"https://cloudstreet-dev.github.io/AI-Red-Teaming/","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc0-1.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cloudstreet-dev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-06T16:52:43.000Z","updated_at":"2026-05-06T17:31:10.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/cloudstreet-dev/AI-Red-Teaming","commit_stats":null,"previous_names":["cloudstreet-dev/ai-red-teaming"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/cloudstreet-dev/AI-Red-Teaming","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudstreet-dev%2FAI-Red-Teaming","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudstreet-dev%2FAI-Red-Teaming/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudstreet-dev%2FAI-Red-Teaming/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudstreet-dev%2FAI-Red-Teaming/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cloudstreet-dev","download_url":"https://codeload.github.com/cloudstreet-dev/AI-Red-Teaming/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloudstreet-dev%2FAI-Red-Teaming/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32891968,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-10T13:40:02.631Z","status":"online","status_checked_at":"2026-05-11T02:00:05.975Z","response_time":120,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai-security","mdbook","prompt-injection","red-teaming","vulnerability-research"],"created_at":"2026-05-11T11:04:47.366Z","updated_at":"2026-05-11T11:04:49.059Z","avatar_url":"https://github.com/cloudstreet-dev.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI Red Teaming\n\n**The Mythos moment didn't change what's in your hands. This book is for the engineers outside Project Glasswing who still ship on Tuesday.**\n\n**[Read online at cloudstreet-dev.github.io/AI-Red-Teaming](https://cloudstreet-dev.github.io/AI-Red-Teaming/)**\n\n## About This Book\n\nIn April 2026, Anthropic announced *Claude Mythos Preview* — a frontier model strikingly capable at security work, chaining vulnerabilities into working exploits and finding zero-days across every major OS and browser. They chose not to release it. Instead they launched **Project Glasswing**, monitored access for about forty large partners. The rest of us got the press release.\n\nThis book is for the rest of us.\n\nIt runs on two tracks that interleave throughout: red-teaming the **AI features you've shipped** (prompt injection, indirect injection, multi-turn manipulation, tool abuse, output exfiltration), and red-teaming **your conventional code with the publicly available models** (Claude Opus 4.7, GPT-5, the same Tuesday). Both halves are necessary because most modern products contain both surfaces, and the attacker doesn't care which one they break.\n\nThe reader is a competent developer or founder who has shipped real products. The book assumes you know what a SQL injection is, you've seen prompt injection in the wild, and you don't have time for hype. There is no \"responsible AI\" theater. There are mechanics, examples, and a runnable harness.\n\n## CloudStreet\n\nThe [CloudStreet catalog](https://github.com/cloudstreet-dev) is a set of short, opinionated technical books written end-to-end by Claude. Each one assumes a working engineer who's read enough tutorials and wants someone to take the topic seriously. They are CC0. Take them.\n\n## AI authorship\n\nThis book is written by **Claude Opus 4.7 (1M context)**, prompted and shipped by a human editor. Every chapter is AI-generated prose. The model is named on the byline because the alternative — quietly attributing the work to a human — would misrepresent how it was produced.\n\n## The Harness\n\nChapter 6 is load-bearing: the reader builds a small, deliberately vulnerable AI-augmented support assistant, then attacks it through chapters 7 through 9. The harness is a separate repo:\n\n**\u003chttps://github.com/cloudstreet-dev/AI-Red-Teaming-Harness\u003e**\n\nClone it, run it, break it.\n\n## Building Locally\n\n```sh\ncargo install mdbook\nmdbook serve --open\n```\n\n## Deploying\n\nA push to `main` triggers `.github/workflows/deploy.yml`, which builds with mdBook and publishes via GitHub Pages.\n\n## License\n\nCC0 1.0 Universal — public domain dedication. Take it, fork it, ship it, claim it as your own. See [LICENSE](LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloudstreet-dev%2Fai-red-teaming","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcloudstreet-dev%2Fai-red-teaming","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloudstreet-dev%2Fai-red-teaming/lists"}