SIGNALInfrastructure Software·Jun 19, 2026, 4:00 PMSignal75Medium term

Checkmarx’s new SAST engine isn’t about the LLM. It’s about what happens after.

Source: The New Stack

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Checkmarx’s new SAST engine isn’t about the LLM. It’s about what happens after.

The major static application security testing (SAST) vendors are now wrapping a large language model around their legacy scanning engines The post Checkmarx’s new SAST engine isn’t about the LLM. It’s about what happens after. appeared first on The New Stack .

Why this matters
Why now

The proliferation of Large Language Models (LLMs) is pushing existing cybersecurity solutions to integrate AI, leading to new approaches in static application security testing (SAST).

Why it’s important

Sophisticated readers should care because this signifies a maturation of AI integration into critical security infrastructure, shifting focus from merely applying LLMs to leveraging their outputs for enhanced security outcomes.

What changes

The focus in application security is shifting from basic LLM integration to optimizing the subsequent analysis and remediation phases, potentially leading to more effective and efficient vulnerability identification and patching.

Winners
  • · Checkmarx
  • · Cybersecurity companies adopting advanced AI
  • · Organizations with complex software estates
Losers
  • · Legacy SAST vendors (slow to adapt)
  • · Companies relying solely on traditional scanning methods
Second-order effects
Direct

SAST tools become more intelligent and proactive in identifying vulnerabilities.

Second

Software development lifecycles (SDLCs) integrate security earlier and more seamlessly, reducing technical debt.

Third

The definition of what constitutes a 'secure' application evolves, raising the bar for software assurance across all industries.

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

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