One of the biggest offensive security shifts happening right now is the explosion of: AI agents, MCP…
Damian K. — Penetration Tester / Offensive Security Engineer
One of the biggest offensive security shifts happening right now is the explosion of:
AI agents,
MCP servers,
tool-connected LLMs,
and autonomous workflows.
Most companies still think:
“AI risk = prompt injection.”
That is only the visible layer.
The real attack surface is becoming:
→ agent permissions
→ memory persistence
→ tool orchestration
→ runtime trust inheritance
→ hidden workflow chains
→ machine identity propagation.
Modern AI systems increasingly:
browse infrastructure,
execute workflows,
call APIs,
modify cloud resources,
access files,
and inherit trust they do not fully understand.
A scanner sees:
an application.
An attacker sees:
a runtime ecosystem.
This is exactly why RedNode is evolving toward:
Runtime Trust Intelligence.
Because the next generation of offensive security will not focus only on:
web vulnerabilities.
It will focus on:
runtime behavior,
AI workflow governance,
machine identities,
and orchestration trust collapse.
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