RHEL 10.2 and 9.8 released with AI command-line assistant, post-quantum cryptography, and immutable image mode

Red Hat released RHEL 10.2 and 9.8 on May 6, 2026, framing the update as an “intelligent evolution” of enterprise Linux across AI, security, and lifecycle management.

AI-powered administration

  • New goose CLI assistant integrates with the Model Context Protocol (MCP), streaming context-aware responses directly in the terminal for troubleshooting and system administration
  • Enhanced colour output separates commands from explanations to improve readability

Post-quantum security

  • Red Hat Certificate System 11.0 adds NIST-standard ML-DSA quantum-resistant signatures, addressing “harvest now, decrypt later” threat scenarios
  • Zero-touch certificate provisioning automates cryptographic credential deployment
  • Sealed Images (tech preview): container images signed at build time; systems only boot verified, trusted images

Image mode and immutable deployments

  • bootc-powered image mode now supports pre-staging updates across entire fleets without immediate reboot
  • New Bootable Containers and Virtualization Kit (BCVK) streamlines container-to-ephemeral-VM transitions for testing
  • Image builder CLI redesigned for CI/CD pipelines with no persistent service required

Developer toolchain updates

  • Go Toolset 1.26 (Green Tea GC, HPKE), LLVM 21, Rust 1.92, Python 3.14, Ruby 4.0
  • PHP 8.4, OpenJDK 25, PostgreSQL 18, MariaDB 11.8 (adds VECTOR type for AI/ML workloads)

Upgrades and automation

  • AI-guided, Ansible-powered upgrade paths with Leapp enabling single-step major version conversions

redhat.com