What Happened?

Shares of software supply chain platform JFrog (NASDAQ: FROG) fell 24.6% in the afternoon session after Anthropic unveiled Claude Code Security, a tool designed to autonomously scan codebases for vulnerabilities and suggest targeted software patches. 

Historically, cybersecurity value was tied to human-intensive monitoring and proprietary software moats. However, Claude Code's ability to autonomously write, test, and refactor production-grade code, as well as its documented role in the first large-scale, AI-orchestrated cyberattack shifted market sentiment. The market's reaction was further driven by fear that AI is shifting from a supportive "copilot" to a direct substitute for high-margin, specialized security software. 

As a result, investors are increasingly skeptical of the long-term pricing power of legacy firms if "good enough" security remediation can be embedded directly into the development workflow by an AI agent.

After the initial drop the shares shed some of the losses and close the day $38.69, down 23.1% from previous close.

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What Is The Market Telling Us

JFrog’s shares are very volatile and have had 21 moves greater than 5% over the last year. But moves this big are rare even for JFrog and indicate this news significantly impacted the market’s perception of the business.

The previous big move we wrote about was 3 days ago when the stock dropped 9.2% as investor fears over artificial intelligence disrupting the software industry sparked a broad sell-off. 

The anxiety stemmed from the rapid adoption of new 'agentic AI' tools, which some investors believed could dismantle traditional Software-as-a-Service (SaaS) business models. This 'AI Panic' led to indiscriminate selling across the sector. The market move reflected growing concerns about the downside of the AI boom for established software companies.

JFrog is down 36.2% since the beginning of the year, and at $37.99 per share, it is trading 44.9% below its 52-week high of $68.98 from December 2025. Investors who bought $1,000 worth of JFrog’s shares 5 years ago would now be looking at an investment worth $619.13.

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