Artificial Intelligence (AI)

ONES 4.2 adds Day-0 automation, controller and Docker monitoring, new licensing options, expanded SSD telemetry, and interface link flap history.

AI workloads require coordinating GPUs, storage, and apps, making networking a core factor in AI scalability and ROI via openness and standardization.

Itential’s Spec-Driven Development adds a five-stage, approved lifecycle for infrastructure automation, improving traceability and governance.

Itential says MCP server design should focus on outcomes, curated tools, bounded resources, guardrails, and failure handling for production reliability.

The blog compares AI adoption to early cloud, stressing deterministic execution boundaries and spec-driven intent before agents touch production.

Observability can’t by itself remediate issues in hybrid and multivendor estates; the blog describes AIOps orchestration and closed-loop operations.

Austin, Texas — March 17, 2026 — NSS Labs today announced that cybersecurity testing pioneer Bob Walder has joined the organization as Senior Analyst, where he will focus on independent research and advising clients on the security implications of artificial intelligence technologies. Walder is widely recognized as the founder of The NSS Group, Europe’s first independent network security testing laboratory, which The post Cybersecurity Testing Pioneer Bob Walder Joins NSS Labs as Senior Analyst appeared first on NSS Labs.

Itential’s blog explains VibeOps as natural-language infrastructure operations using MCP-connected AI agents, with alert triage as a safe starting point.

Aviz’s blog addresses community SONiC concerns with enterprise packaging across validation, observability, orchestration, SLAs, support, training, and edge readiness.

Netskope’s 2025 Healthcare Threat Labs reports 60% off-oversight generative AI use and 88% integration in workflows, framing risk, compliance and continuity.

Itential blog says agentic operations in infrastructure require governance, RBAC, audit trails, and deterministic execution more than model choice.

Aviz Networks and Spectro Cloud outline an AI Factory platform that unifies networking, Kubernetes fleet management, and Day-0 to Day-2 automation.