Can your operations handle your security ambitions?

The article says security tools only help when a company’s engineering operations are mature enough to use them well.

In legacy-heavy, poorly aligned environments, adding advanced AI security can increase complexity instead of improving protection.

It highlights readiness signs for stronger security: stable CI/CD, platform engineering, and disciplined software quality practices.

For less mature teams, the recommendation is to modernize incrementally—reduce technical debt and improve architecture before scaling security.