Friday Five — October 23, 2026 | Red Hat

Red Hat's expanded collaboration with NVIDIA on the Red Hat AI Factory, now integrating OpenShell‑based agent security and optimized open‑weight models, marks a concrete step toward hardened agentic AI across the open hybrid cloud. For website owners, this means AI‑driven bots—particularly those leveraging the newly secured agents—will gain faster, more reliable access to hybrid‑cloud resources, increasing the volume and sophistication of automated traffic to sites. The tighter security layers in OpenShell also raise the bar for detecting malicious bot behavior, but they simultaneously make legitimate AI crawlers more efficient, potentially skewing analytics and load‑balancing if not properly identified. **Actionable tips:** 1. **Update your llms.txt** to explicitly list the OpenShell agent identifiers (e.g., `User‑Agent: OpenShell/*`) and set appropriate `Disallow` rules for sensitive endpoints. 2. Deploy a bot‑tracking rule set that flags traffic from the Red Hat AI Factory’s IP ranges (published in NVIDIA’s cloud‑edge whitelist) and cross‑checks it against your llms.txt allowances. 3. Leverage real‑time anomaly detection tools that recognize the new OpenShell security signatures, allowing you to distinguish benign AI agents from potential threat actors without throttling legitimate traffic.