AI Will Accelerate Your Tech Debt

Sun, 22 Mar 2026 00:00:00 +0000

The Tech Debt Crisis Is Coming

Like the American middle class living paycheck to paycheck, organizations near or below the security poverty line are one big incident away from catastrophic bankruptcy. They got here through years of underinvesting in core capabilities and unified architecture, not stupidity, but a long series of decisions that prioritized shipping over sustainability. And now every smaller incident consumes the cycles that could have gone toward paying down that debt, making the hole deeper every time. Tech debt isn’t just a code quality problem. It’s an operational survival problem. The environment is too complex to reason about, too brittle to refactor, and too interconnected to safely improve. Every incident response leaves the org a little more exhausted and a little further behind. We’re rapidly approaching a security crisis that looks like the financial crisis of 2008. Thousands, maybe millions, of companies with business models that cannot afford proper security are about to get breached and go out of business. Like the families with mortgages they couldn’t afford, many of these companies were on borrowed time to begin with. The unsympathetic response will be “they shouldn’t have been in business at all,” but people will still be out of work, investors will still be out of money, and the ripple effects will be real. And AI is only going to make this worse.

AI Security Invariants

Sat, 21 Mar 2026 00:00:00 +0000

(Co-Authored with Ariel Septon of Native) Security invariants are a critical component of your cloud and IT governance strategy. However, how can we apply this same thinking to the non-deterministic world of Generative AI?

AI - Securosis

AI Will Accelerate Your Tech Debt

The Tech Debt Crisis Is Coming

AI Security Invariants