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AI Coding Assistants Accelerate Development as Security Moves to Embedded Agents

Practitioners report AI‑generated code carries far more vulnerabilities, forcing earlier, automated defenses.

Overview

  • Enterprises are adopting coding assistants at speed, boosting output and release velocity, according to new reporting.
  • Checkmarx CEO Sandeep Johri says auto-generated code is two to three times more vulnerable than human-written code.
  • ESG’s Melinda Marks notes 45% of security leaders rank managing AI and GenAI risk as a top challenge, and 97% are using or considering GenAI tools.
  • Vendors are embedding agents in IDEs to reduce false positives, prioritize critical flaws, and suggest fixes, with claims of up to 80% noise reduction.
  • Developer coverage outlines autonomous repair using code property graphs, while urging rigorous validation, adversarial hardening, and governance as attackers probe AI-enabled tactics.