When should you prefer a Linux distribution from the Red Hat or Debian family for working with large-scale and intensive system loads?

The choice between Linux distributions from the Red Hat family (such as RHEL, CentOS, AlmaLinux) and Debian for large-scale and intensive workloads depends on several factors:

• Support and stability: Red Hat is oriented towards the enterprise sector, offering long-term support, certifications, and commercial support, which is important for critical systems.
• Package manager: Red Hat uses RPM and yum/dnf, Debian uses DEB and apt. The choice may depend on the team's habits and the availability of necessary packages.
• Updates and stability: Debian is known for its stability and conservative approach to updates, which is good for servers with minimal changes.
• Ecosystem and tools: Red Hat is often used with technologies like OpenShift, SELinux, which can be an advantage for certain tasks.

If commercial support and certified solutions are important, Red Hat is preferable. If stability and openness without commercial restrictions are needed, Debian.

Ultimately, the choice depends on the project requirements, infrastructure, and team experience.