Observability

Cribl announced background detection for Cribl Guard to continuously scan in-flight logs, traces, and events for new patterns of PII, secrets, and regulated data that static rules miss. The AI model runs inside Cribl Workers, with findings surfaced in the Cribl interface and convertible into Guard rules for downstream protection.

AI changes networking requirements, affecting bandwidth, latency, operations, and planning even without GPUs.

Idera released SQL Diagnostic Manager 14.0 for SQL Server, adding AI-powered index and query recommendations from Query Monitor findings.

Aviz says open packet brokers and DPU offload can reduce deep-observability TCO by about 40–60% in modeled deployments.

Datadog made its MCP Server generally available to give AI agents secure, real-time access to observability telemetry.

OneTrust added real-time monitoring and enforcement for AI agents, models and data and integrated with major cloud AI platforms.

A webinar with EDUCAUSE outlines how universities can evaluate SONiC for campus and research network modernization.

Edgecore Networks and Aviz Networks outline validated SONiC deployments, observability, AI-driven NetOps and a structured POC lab for AI-ready networks.

Weekly roundup of AI-native wireless and RAN updates, observability and validation releases, and cloud security integrations and threat reporting.

ONES 4.1 adds telemetry preferences and built-in host and container monitoring to improve network observability and operational control.

Datadog, Inc. and Sakana AI formed a partnership to support enterprise AI applications in Japan with research and product work.

Itential built 17 operational AI agents and 31 tool bindings in one week, producing four product contributions.