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An LLM-assisted security review of GlobaLeaks: 41 findings for $3,140

5 hours ago
  • A security review of GlobaLeaks cost approximately $3,140 via API calls, identifying 29 vulnerabilities, 12 denial-of-service issues, and 42 hardening recommendations.
  • The average cost per confirmed finding was about $77 before human validation, making deep codebase analysis more accessible than traditional weeks-long, expert-dependent reviews.
  • Cost distribution showed advanced reasoning models accounted for 62% of the budget but processed only 7% of tokens, while standard models handled most volume at lower cost.
  • Deep analysis remains pricier than broad coverage, but the cost difference is no longer a significant barrier for organizations developing critical software.
  • Systematic in-depth codebase review is now within reach for more individuals and organizations, as highlighted by the full report on LLM-assisted security analysis.