{"schema_version":"newruntime-agent-readable-v0.2","type":"raw_signal","stable_id":"signal:github-5","id":"x-2082156050279739854","slug":"github-5","title":"GitHub: 5.","description":"A public X post from GitHub with a linked primary source flags 5. Turn on code scanning Code scanning uses CodeQL to identify patterns that lead to vulnerabilities, including injection flaws, unsafe deserialization, and insecure GitHub Action...","retrieval_nugget":"A public X post from GitHub with a linked primary source flags 5. Turn on code scanning Code scanning uses CodeQL to identify patterns that lead to vulnerabilities, including injection flaws, unsafe deserialization, and insecure GitHub Action... This X-discovered record adds fresh evidence to the verification bandwidth is the scarce resource, goal scoped loops replace manual continuation lens and lets.","observed_at":"2026-07-28","record_date":"2026-07-28","date_kind":"observed_at","why_it_matters":"This X-discovered record adds fresh evidence to the verification bandwidth is the scarce resource, goal scoped loops replace manual continuation lens and lets the site trend graph move as public product and research signals arrive.","novelty":"notable","verification_level":"source-linked","signal_type":"tool","evidence_kind":"creator-source","status":"published","source_platform":"x","source_record_id":"2082156050279739854","source_url":"https://x.com/github/status/2082156050279739854","topics":["coding_agents","github","workflows","interfaces","security"],"entities":["GitHub"],"related_patterns":["verification-bandwidth-is-the-scarce-resource","goal-scoped-loops-replace-manual-continuation","model-answers-become-task-interfaces","ai-native-orgs-move-to-review-and-orchestration"],"source_urls":["https://x.com/github/status/2082156050279739854","https://github.blog/security/6-security-settings-every-github-maintainer-should-enable-this-week/"],"import_batch":"x-analyzer-20260729-084950","routes":{"html":"https://newruntime.com/signals/github-5/","markdown":"https://newruntime.com/signals/github-5.md","json":"https://newruntime.com/signals/github-5.json"},"source_format":"x-api-normalized-json","next_reads":[{"type":"pattern","path":"/patterns/verification-bandwidth-is-the-scarce-resource/","reason":"Pattern connected to this observed signal.","url":"https://newruntime.com/patterns/verification-bandwidth-is-the-scarce-resource/","title":"Verification bandwidth is the scarce engineering resource","media_type":"text/html"},{"type":"pattern","path":"/patterns/goal-scoped-loops-replace-manual-continuation/","reason":"Pattern connected to this observed signal.","url":"https://newruntime.com/patterns/goal-scoped-loops-replace-manual-continuation/","title":"Goal-scoped loops replace manual continuation","media_type":"text/html"},{"type":"pattern","path":"/patterns/model-answers-become-task-interfaces/","reason":"Pattern connected to this observed signal.","url":"https://newruntime.com/patterns/model-answers-become-task-interfaces/","title":"Model answers become task interfaces","media_type":"text/html"},{"type":"pattern","path":"/patterns/ai-native-orgs-move-to-review-and-orchestration/","reason":"Pattern connected to this observed signal.","url":"https://newruntime.com/patterns/ai-native-orgs-move-to-review-and-orchestration/","title":"AI-native organizations move toward review and orchestration","media_type":"text/html"},{"type":"topic","path":"/topics/github/","reason":"Explore the github topic hub.","url":"https://newruntime.com/topics/github/","title":"Github - New Runtime","media_type":"text/html"}]}
