{"id":50103,"topic":"ai","source":"The New Stack","title":"AI-generated software is forcing yet another another platform rethink - The New Stack","url":"https://thenewstack.io/ai-code-security-platforms/","url_hash":"00c0395ac17c2e1a997df657acc0c3d0944320af","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiX0FVX3lxTFBOaHFVV1Q1WTQ5akttbXJxMUZhdGxkbVZEaUF4Qmk5MnE1Z3hjX0lfck1QT1V4MEE2U1VqN2htWURzck00Q2JGckxiekJWTzNFM1VNeWZ1Q2dQTFdVZm5N?oc=5\" target=\"_blank\">AI-generated software is forcing yet another another platform rethink</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">The New Stack</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-30T19:10:03+00:00","fetched_at":"2026-07-30T23:15:04+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://thenewstack.io/ai-code-security-platforms/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":328,"usable_text_length":328,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":328}},"news_item":{"id":50103,"canonical_url":"https://thenewstack.io/ai-code-security-platforms/","source_url":"https://thenewstack.io/ai-code-security-platforms/","title":"AI-generated software is forcing yet another another platform rethink - The New Stack","source_name":"The New Stack","author":null,"published_at":"2026-07-30T19:10:03+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMiX0FVX3lxTFBOaHFVV1Q1WTQ5akttbXJxMUZhdGxkbVZEaUF4Qmk5MnE1Z3hjX0lfck1QT1V4MEE2U1VqN2htWURzck00Q2JGckxiekJWTzNFM1VNeWZ1Q2dQTFdVZm5N?oc=5\" target=\"_blank\">AI-generated software is forcing yet another another platform rethink</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">The New Stack</font>","full_text":null,"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMiX0FVX3lxTFBOaHFVV1Q1WTQ5akttbXJxMUZhdGxkbVZEaUF4Qmk5MnE1Z3hjX0lfck1QT1V4MEE2U1VqN2htWURzck00Q2JGckxiekJWTzNFM1VNeWZ1Q2dQTFdVZm5N?oc=5\" target=\"_blank\">AI-generated software is forcing yet another another platform rethink</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">The New Stack</font>","extraction":{"state":"failed","confidence":0.2,"error":"trafilatura_none","explanation":"Low confidence: extractor returned no usable article text.","diagnostics_url":"/api/diagnose?url=https%3A//thenewstack.io/ai-code-security-platforms/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":328,"usable_text_length":328,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":328}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"AI-generated software is forcing yet another another platform rethink - The New Stack","url":"https://thenewstack.io/ai-code-security-platforms/","summary":"<a href=\"https://news.google.com/rss/articles/CBMiX0FVX3lxTFBOaHFVV1Q1WTQ5akttbXJxMUZhdGxkbVZEaUF4Qmk5MnE1Z3hjX0lfck1QT1V4MEE2U1VqN2htWURzck00Q2JGckxiekJWTzNFM1VNeWZ1Q2dQTFdVZm5N?oc=5\" target=\"_blank\">AI-generated software is forcing yet another another platform rethink</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">The New Stack</font>","source":"The New Stack","date":"2026-07-30T19:10:03+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//thenewstack.io/ai-code-security-platforms/","quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"quality_reason":"Low confidence: extractor returned no usable article text.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":328,"usable_text_length":328,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":328}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/50103","export_markdown":"/api/items/50103/export?format=markdown","export_json":"/api/items/50103/export?format=json","diagnose":"/api/diagnose?url=https%3A//thenewstack.io/ai-code-security-platforms/"},"formats":{"full":{"id":50103,"title":"AI-generated software is forcing yet another another platform rethink - The New Stack","url":"https://thenewstack.io/ai-code-security-platforms/","source":"The New Stack","author":null,"published_at":"2026-07-30T19:10:03+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMiX0FVX3lxTFBOaHFVV1Q1WTQ5akttbXJxMUZhdGxkbVZEaUF4Qmk5MnE1Z3hjX0lfck1QT1V4MEE2U1VqN2htWURzck00Q2JGckxiekJWTzNFM1VNeWZ1Q2dQTFdVZm5N?oc=5\" target=\"_blank\">AI-generated software is forcing yet another another platform rethink</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">The New Stack</font>","full_text":null,"reading_time_min":1,"extraction":{"state":"failed","confidence":0.2,"error":"trafilatura_none","explanation":"Low confidence: extractor returned no usable article text.","diagnostics_url":"/api/diagnose?url=https%3A//thenewstack.io/ai-code-security-platforms/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":328,"usable_text_length":328,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":328}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":328,"usable_text_length":328,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":328}},"actions":{"read":"/item/50103","export_markdown":"/api/items/50103/export?format=markdown","export_json":"/api/items/50103/export?format=json","diagnose":"/api/diagnose?url=https%3A//thenewstack.io/ai-code-security-platforms/"}},"digest":{"id":50103,"title":"AI-generated software is forcing yet another another platform rethink - The New Stack","url":"https://thenewstack.io/ai-code-security-platforms/","source":"The New Stack","topic":"ai","published_at":"2026-07-30T19:10:03+00:00","excerpt":"<a href=\"https://news.google.com/rss/articles/CBMiX0FVX3lxTFBOaHFVV1Q1WTQ5akttbXJxMUZhdGxkbVZEaUF4Qmk5MnE1Z3hjX0lfck1QT1V4MEE2U1VqN2htWURzck00Q2JGckxiekJWTzNFM1VNeWZ1Q2dQTFdVZm5N?oc=5\" target=\"_blank\">AI-generated software is forcing yet another another platform…","quality_bucket":"low","quality_reason":"Low confidence: extractor returned no usable article text.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"AI-generated software is forcing yet another another platform rethink - The New Stack","subtitle":"The New Stack · 2026-07-30","summary":"<a href=\"https://news.google.com/rss/articles/CBMiX0FVX3lxTFBOaHFVV1Q1WTQ5akttbXJxMUZhdGxkbVZEaUF4Qmk5MnE1Z3hjX0lfck1QT1V4MEE2U1VqN2htWURzck00Q2JGckxiekJWTzNFM1VNeWZ1Q2dQTFdVZm5N?oc=5\" target=\"_blank\">AI-generated…","badges":["quality:low","issue:extractor_empty"],"links":{"read":"/item/50103","original":"https://thenewstack.io/ai-code-security-platforms/","diagnose":"/api/diagnose?url=https%3A//thenewstack.io/ai-code-security-platforms/"},"quality_warning":"Low confidence: extractor returned no usable article text."},"export":{"title":"AI-generated software is forcing yet another another platform rethink - The New Stack","url":"https://thenewstack.io/ai-code-security-platforms/","summary":"<a href=\"https://news.google.com/rss/articles/CBMiX0FVX3lxTFBOaHFVV1Q1WTQ5akttbXJxMUZhdGxkbVZEaUF4Qmk5MnE1Z3hjX0lfck1QT1V4MEE2U1VqN2htWURzck00Q2JGckxiekJWTzNFM1VNeWZ1Q2dQTFdVZm5N?oc=5\" target=\"_blank\">AI-generated software is forcing yet another another platform rethink</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">The New Stack</font>","source":"The New Stack","date":"2026-07-30T19:10:03+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//thenewstack.io/ai-code-security-platforms/","quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"quality_reason":"Low confidence: extractor returned no usable article text.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":328,"usable_text_length":328,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":328}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}