AI Vulnerability Scanning Reshapes Security: Bug Bounty Prices Drop as SDLC Integrates AI
philvenables · x · 2026-08-06
Security experts analyze the profound impact of the AI-driven "Vulnpocalypse" on the cybersecurity industry:
- Discovery Surge: AI tools have triggered a massive wave of vulnerability discoveries, driving down bug bounty prices.
- Deep Clean Phase: Developers are using this opportunity to address significant tech debt, though this remediation rate will eventually taper off.
- SDLC Integration: As AI costs decrease, AI-driven vulnerability scanning will be integrated into the Software Development Life Cycle (SDLC) at scale.
- Healthy Equilibrium: The market is expected to reach a healthy equilibrium within a 12-18 month timeframe.
An industry executive added that while cleaning codebases is relatively fast, addressing the long tail of deployed infrastructure and physical devices will take considerably longer.
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