adxtyahq’s post turns Anthropic’s Claude Code Security launch into a provocative business thesis: if AI can perform much of the vulnerability-hunting work in smart contract reviews, audit shops may be able to compress delivery times while preserving premium pricing. The underlying Anthropic announcement is more specific and cautious, describing a limited research preview that scans codebases, flags nuanced security issues beyond traditional rule-based tools, and proposes patches that still require human approval. Anthropic argues that AI-assisted security matters because defenders face growing vulnerability backlogs while attackers will also gain access to better automated bug-finding. To support the claim, the company cites internal research showing Claude Opus 4.6 found over 500 vulnerabilities in production open-source software. Overall, the social post is essentially a sharp monetization take on a new security tool, not a detailed evaluation of its effectiveness in smart contract auditing.