{"id":190,"date":"2026-10-29T07:18:02","date_gmt":"2026-10-29T07:18:02","guid":{"rendered":"https:\/\/bugskan.com\/?p=190"},"modified":"2026-10-29T07:18:02","modified_gmt":"2026-10-29T07:18:02","slug":"roguepilot-research-showed-how-an-issue-could-steer-copilot-inside-codespaces","status":"publish","type":"post","link":"https:\/\/bugskan.com\/index.php\/2026\/10\/29\/roguepilot-research-showed-how-an-issue-could-steer-copilot-inside-codespaces\/","title":{"rendered":"RoguePilot research showed how an issue could steer Copilot inside Codespaces"},"content":{"rendered":"<p>The Hacker News reported on Orca Security\u2019s RoguePilot disclosure in February 2026. Hidden instructions inside a GitHub issue could influence Copilot in a Codespaces workflow and lead to exposure of a repository token.<\/p>\n<p>The reported chain combined untrusted issue content with the agent\u2019s development-environment access. Microsoft addressed the issue following disclosure; the reporting does not establish that every repository or current Codespaces session remains exposed.<\/p>\n<p>Review the permissions and lifetime of tokens available to development agents. Treat issue text and repository content as untrusted input, and require review before an assistant moves credentials or changes security-relevant files.<\/p>\n<p><a href=\"https:\/\/thehackernews.com\/2026\/02\/roguepilot-flaw-in-github-codespaces.html\">Read the original source<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Orca\u2019s disclosed chain targeted a development workflow and its repository token, rather than the model in isolation.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"bugskan_incident_id":"inc_defcc1c0a0d8b5","bugskan_event_type":"vulnerability","bugskan_response":"REVIEW","bugskan_technical_severity":"","bugskan_technical_severity_source":"","bugskan_evidence_quality":"medium","bugskan_affected_scope":"The Copilot-in-Codespaces workflow described in Orca\u2019s RoguePilot research.","bugskan_recommended_next_step":"Minimize development-agent token permissions and review unexpected credential access.","bugskan_who_should_check":"","bugskan_material_updated_at":"2026-02-24T00:00:00Z","bugskan_reviewer_name":"","bugskan_reviewed_at":"","bugskan_legacy_state":"mapped","bugskan_featured":false,"bugskan_sample":false,"footnotes":""},"categories":[1],"tags":[],"bugskan_format":[2],"bugskan_technology":[51],"class_list":["post-190","post","type-post","status-publish","format-standard","hentry","category-uncategorized","bugskan_format-security-brief","bugskan_technology-github-codespaces"],"_links":{"self":[{"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/posts\/190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/comments?post=190"}],"version-history":[{"count":1,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/posts\/190\/revisions"}],"predecessor-version":[{"id":375,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/posts\/190\/revisions\/375"}],"wp:attachment":[{"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/media?parent=190"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/categories?post=190"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/tags?post=190"},{"taxonomy":"bugskan_format","embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/bugskan_format?post=190"},{"taxonomy":"bugskan_technology","embeddable":true,"href":"https:\/\/bugskan.com\/index.php\/wp-json\/wp\/v2\/bugskan_technology?post=190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}