Resource Library

CIQ builds and supports the enterprise stack for AI, HPC, and mission-critical Linux workloads. Resources are organized by product and include solution briefs, migration guides, and technical references.

1005 resources

Blog

OpenAI generated 948 Linux kernel patches, but CVEs aren’t solved

Last week, OpenAI announced it had discovered 948 Linux kernel vulnerabilities and generated patches it offered to the upstream Kernel.org project. It’s a real milestone for AI in security, and it’s…

Nov 9, 2026
CVE
Blog

Parameter count won't pick your local LLM for hard questions

Across 11 local models on GPQA Diamond, active parameter count correlated negatively with score. Sparsity and release date failed too

Nov 9, 2026
AISovereign AI
Blog

How CIQ shipped CVE-2026-98432 fixes in three days

Our kernel team spent the last weekend of October shipping patched kernels for a critical Linux CVE. On Tuesday, October 27, Anthropic reported a working proof-of-concept exploit for CVE-2026-98432.…

Nov 5, 2026
RLC ProRLC Pro HardenedCVE
Webinar

A new way to run Kubernetes: Meet CIQ Stratum Pro

Running Kubernetes usually means assembling about ten components, dreading every upgrade, and switching tools to see more than one cluster. CIQ Stratum Pro puts the whole lifecycle in one binary on…

Nov 5, 2026
Stratum Pro
Blog

Cost of CVE remediation is paid in roadmap time

A complex CVE like PHP2Shell pulls engineers off roadmap work. See what that work involves, and decide whose engineers should do it every day.

Nov 4, 2026
SecurityCVERLC Pro
Customer Story

Axine Labs runs zero-drift compliance AI on RLC Pro AI

Axine Labs built Lisaris, an agentic platform that turns satellite imagery into legally defensible land-use compliance dossiers, and serves an unquantized 70B model for it on dual-H100 bare metal with RLC Pro AI.

Nov 4, 2026
RLC Pro AIAICompliance
Blog

Tokens per second won't tell you what an answer costs on a Strix Halo

On a Strix Halo, a model 13x worse per token can be cheaper per answer. Per-answer cost, speed and active parameters across 27 local models

Nov 2, 2026
AISovereign AI
Blog

CIQ Stratum Kubernetes Engine: Kubernetes for the AI Era

CIQ Stratum Kubernetes Engine (SKE) installs, joins, and upgrades Kubernetes from one signed file on Enterprise Linux 9 or later. CIQ Stratum Pro adds fleet management.

Oct 29, 2026
Stratum Kubernetes EngineStratum ProKubernetes
Press Release

CIQ introduces CIQ Stratum Kubernetes Engine, open source Kubernetes for the AI era

One signed file installs and upgrades the cluster, and AI agents work with it within limits the operator sets RENO, Nev., October 29, 2026 \- CIQ, the enterprise software company behind Rocky Linux,…

Oct 29, 2026
Stratum Kubernetes Engine
Blog

AI-found CVEs: what PHP2Shell means for your triage

AI turned a parked 2024 PHP bug into remote code execution. Here is what AI-found CVEs change in triage, and why the fix is now the work that counts

Oct 28, 2026
CVESecurityRLC Pro
Webinar

Inside the DGX Spark benchmarks for RLC Pro AI

See how we reproduced the DGX Spark community leaderboard on Rocky Linux with CIQ's kernel, and how to rerun it on your own Spark.

Oct 28, 2026
RLC Pro AI
Blog

One flag took Gemma 4 from 52% to 100% on a Strix Halo

Reasoning off took Gemma 4 from 52% to 100% on short tasks at one-eighth the cost. Plus a prompt change worth 41 points, and models that ignore both

Oct 26, 2026
AISovereign AI

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What each product in the CIQ portfolio is for, and the briefs, guides, and portal links that go with it. Expand a product to see the detail.

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