{"data":{"id":"5c4002a7-d5eb-4565-a22e-8d8bbdd28210","title":"AI in AppSec: What to Build vs. Buy | Endor Labs","summary":"Endor Labs argues that AI security agents built in-house often fail at scale, not in demos, because costs compound across repos and pull requests. In its research, an agent with precomputed evidence used about 6.6 million tokens over 133 minutes, versus 79.5 million tokens over 370 minutes for an unaided agent, across 34 AppSec prompts on 12 open-source projects.","solution":"N/A -- no mitigation discussed in source.","labels":["industry","security"],"sourceUrl":"https://www.endorlabs.com/learn/what-to-build-and-buy-when-you-bring-ai-into-appsec","publishedAt":"2026-10-20T16:28:04.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":["Anthropic"],"affectedVendorsRaw":["Claude Opus 5","Endor Labs Agentic Remediation Token ROI Calculator"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-10-20T16:28:04.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":"agent","llmSpecific":true,"classifierConfidence":0.8,"researchCategory":null,"atlasIds":null}}