AI Made Software Development Unrecognizable. Is Cybersecurity Next?
CSO Online, Wednesday, September 16th, 2026
Agent-run SOCs and machine-speed containment could reshape security roles the way AI reshaped development.
Google Cloud's 2025 State of AI-Assisted Software Development found 90% of developer respondents using AI and 80% believing it raised productivity, while an earlier Microsoft study measured 26% more tasks completed.
A March 2026 Federal Reserve Board working paper found robust evidence that annual coder employment growth is about 3% lower than pre-ChatGPT.
Gartner predicts 80% of organizations will evolve large engineering teams into smaller AI-augmented ones by 2030, with new roles including AI-governance specialists and context designers.
The article asks whether security follows, with agent-run SOCs, continuous vulnerability triage, machine-speed containment and humans directing fleets of defensive agents.