Beyond Automation: Why Incident Command is the Next Big Shift in IT

The rise of LLMs and the recent insights from Anthropic regarding systems like Mythos and Glasswing suggest we are entering a new phase of technical operations. It’s no longer just about automation; it’s about the massive expansion of the attack surface and the complexity of “vibe-coded” enterprise applications.

While there is plenty of talk about AI replacing roles, the reality on the ground feels different. As AI-driven system hacking becomes more sophisticated, the demand for high-level Incident Command and Cybersecurity Response is likely to spike. We aren’t just managing code anymore; we’re managing emergent behaviors in interconnected systems.

In the short term, operations roles are becoming more critical, not less. Enterprise-grade “vibe-coded” apps—those built quickly through natural language prompts—still require significant “care and feeding” to remain stable, secure, and integrated.

The Shift in Operations

• Smaller, High-Leverage Teams: We may see a reduction in team size, but an increase in the scope of responsibility for each member.
• Response-First Mindset: The focus is shifting from pure deployment to active system guardianship and rapid response.
• The Human Layer: AI can generate the logic, but humans are still the essential bridge for governance and architectural integrity.

The role of the operations specialist isn’t disappearing; it’s evolving into a more strategic, defensive, and command-oriented discipline. We’ll be around for a while—we just might spend more time behind the “incident command” desk than the traditional IDE.