SIGNALInfrastructure Software·May 29, 2026, 12:00 PMSignal75Short term

AI is shipping code faster than security was built to handle

Source: The New Stack

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AI is shipping code faster than security was built to handle

Snyk has entered the AI-powered penetration testing market with a new product it says addresses the gap in how enterprises The post AI is shipping code faster than security was built to handle appeared first on The New Stack .

Why this matters
Why now

The rapid adoption of AI in software development is forcing security providers to innovate, as traditional methods are unable to keep pace with the volume and speed of AI-generated code.

Why it’s important

Enterprises are adopting AI at an increasing rate for code generation, creating a critical vulnerability surface that requires immediate and scaled security solutions to prevent widespread breaches.

What changes

Security practices for software development must now integrate AI-powered tools capable of analyzing and securing code generated by other AI systems, shifting away from solely human-centric models.

Winners
  • · AI-powered security companies
  • · Enterprises adopting AI-driven security tools
  • · Cloud security platforms
Losers
  • · Traditional penetration testing firms
  • · Security teams reliant on manual processes
  • · Software development companies ignoring AI security
Second-order effects
Direct

The market for AI-powered security and penetration testing solutions will grow rapidly.

Second

New regulatory frameworks may emerge to address security risks associated with AI-generated code.

Third

A 'security arms race' may develop between AI-powered offensive and defensive cybersecurity technologies.

Editorial confidence: 90 / 100 · Structural impact: 60 / 100
Original report

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