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Run the Program, Not the Backlog: Retiring the Compromise at the Heart of AppSec

Every AppSec program rests on the same decision: fix what you can and accept the rest. AI coding agents have changed the odds behind that bet. Better prioritization only gives you a better-ordered queue. It doesn't make the queue any shorter.

Learn the four conditions a program needs before it can clear findings faster than they come in, and why the agent that writes a fix shouldn't be the one that checks it.

  • See how code volume, attacker speed, and agent-written code have changed the risk behind every accepted finding.

  • Learn the four conditions that reverse the rate, from the moment the code is written to the audit trail.

  • Pull numbers that show whether your program is keeping up or falling behind.

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