[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-github-finds-no-rise-in-leaked-secrets-despite-ai-coding-boom":10,"sections":34},{"siteName":4,"siteTagline":5,"publisherName":4,"contactEmail":6},"The Revision","Tech news, decoded.","editor@therevision.news",{"gaMeasurementId":8,"adsenseClientId":9},"G-ZW2MV82GYR","ca-pub-8533917693782264",{"article":11},{"id":12,"slug":13,"title":14,"dek":15,"body_md":16,"tags_json":17,"published_at":18,"created_at":19,"updated_at":20,"status":21,"review_note":22,"review_notes":23,"image_url":22,"persona_id":22,"persona_name":22,"section":24,"tags":25,"sources":29,"feedback":33,"feedback_at":22,"cost_usd":33,"total_tokens":33},10459,"github-finds-no-rise-in-leaked-secrets-despite-ai-coding-boom","GitHub Finds No Rise in Leaked Secrets Despite AI Coding Boom","GitHub's nine quarters of data show secret leak rates holding steady even as AI agents write far more code, prompting a faster detection model.","GitHub says AI agents aren't making secret leaks worse - the sheer volume of code is just growing faster than anyone can review by hand.\n\nOne in three pull requests on GitHub now involves an AI agent, up from fewer than one in 10 a year ago. Looking at nine quarters of data from Q2 2024 to Q2 2026, GitHub found screened pushes grew 2.84 times while pushes carrying credentials grew 2.59 times - roughly proportional, not a spike. Developers also got more cautious, not less: the rate at which they override push-protection warnings fell from 6.63% to 3.93% over that span. To keep up, GitHub and Microsoft Applied Sciences built a fine-tuned classifier that scans unstructured text for likely secrets in under two milliseconds, which GitHub says could more than double the leaks it catches before they go public.\n\nThe convenient, headline-friendly take - AI tools make developers sloppy - doesn't survive contact with GitHub's own numbers. The real problem is scale: a new secret surfaces in public code roughly every two seconds, a rate that has doubled annually for three years straight. No team of humans reviewing diffs can keep pace with that by hand, agents or not.\n\nWorth remembering: GitHub both ships the agents generating this code and sells the scanner that catches what leaks, so treat the \"problem solved\" framing with the same skepticism you'd apply to any vendor grading its own homework.","[\"security\",\"ai\",\"secret-leaks\",\"github\"]","2026-10-07T17:45:34.000Z","2026-10-08T03:10:01.994Z","2026-10-08T03:10:06.204Z","published",null,[],"security",[24,26,27,28],"ai","secret-leaks","github",[30],{"name":31,"url":32},"GitHub Blog","https:\u002F\u002Fgithub.blog\u002Fai-and-ml\u002Fgithub-copilot\u002Fsecret-protection-must-scale-with-software\u002F",0,{"sections":35},[36,40,44,49,54,59,64,69,74,79,84,89,94,99],{"name":37,"slug":26,"count":38,"latest_published_at":39},"AI",6369,"2026-10-07T14:12:37.000Z",{"name":41,"slug":24,"count":42,"latest_published_at":43},"Security",897,"2026-10-07T19:53:42.000Z",{"name":45,"slug":46,"count":47,"latest_published_at":48},"Policy","policy",470,"2026-10-06T19:55:11.000Z",{"name":50,"slug":51,"count":52,"latest_published_at":53},"Deals","deals",419,"2026-10-07T22:20:00.000Z",{"name":55,"slug":56,"count":57,"latest_published_at":58},"Hardware","hardware",218,"2026-10-07T19:59:32.000Z",{"name":60,"slug":61,"count":62,"latest_published_at":63},"Science","science",186,"2026-10-06T21:20:39.000Z",{"name":65,"slug":66,"count":67,"latest_published_at":68},"Consumer Tech","consumer-tech",170,"2026-10-07T17:41:41.000Z",{"name":70,"slug":71,"count":72,"latest_published_at":73},"Software","software",111,"2026-10-07T17:47:14.000Z",{"name":75,"slug":76,"count":77,"latest_published_at":78},"Startups","startups",106,"2026-10-06T20:00:30.000Z",{"name":80,"slug":81,"count":82,"latest_published_at":83},"Dev Tools","dev-tools",105,"2026-10-07T16:59:11.000Z",{"name":85,"slug":86,"count":87,"latest_published_at":88},"General","general",59,"2026-10-07T21:16:18.000Z",{"name":90,"slug":91,"count":92,"latest_published_at":93},"Gaming","gaming",56,"2026-10-07T12:00:00.000Z",{"name":95,"slug":96,"count":97,"latest_published_at":98},"Reviews","reviews",33,"2026-10-05T11:57:17.000Z",{"name":100,"slug":101,"count":102,"latest_published_at":103},"How-To","how-to",8,"2026-10-05T09:00:00.000Z"]