
The Application Security Podcast Caroline Wong--The AI Cybersecurity Handbook
13 snips
Apr 21, 2026 Caroline Wong, author of The AI Cybersecurity Handbook and Chief Strategy Officer at Axari, brings decades of AppSec experience. She talks about AI’s whirlwind effect on code volume, supply‑chain and data risks, and the rise of agents that find and fix defects. Conversation touches on trust and explainability, developers losing touch with code, and how teams must adapt and prioritize rapidly.
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Security Work Will Be People Plus Agents
- The human skillset will shift to managing people plus their agentic AIs, raising questions about which skills to keep versus automate.
- Caroline frames the new unit of work as 'people and their AI agents' needing orchestration.
Prioritize Ruthlessly As Workloads Explode
- Ruthless prioritization and risk management become essential as review volumes jump from tens to hundreds or thousands.
- Caroline warns teams used to reviewing 10 projects a quarter may face queues of 100–1,000 and must triage effectively.
AI Threatens Code Understandability And Training
- AI risks creating opaque 'globs' of code that teams don't understand, threatening maintainability and hiring pipelines.
- Caroline highlights the danger that entry-level roles vanish and orgs lose touch with running code.




