How to design a decision-grade pilot for agentic AI

Agentic AI changes the nature of a technology evaluation. When an AI system only generates an answer, a person reviews the output and decides whether to use it. An agent goes further: It gathers context, selects tools, makes decisions, and executes a sequence of actions across the software development lifecycle.The central question for a pilot is therefore not whether the agent can produce an impressive result. It is…

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Tenable Blog

U.S. urges critical infrastructure orgs to secure refrigeration systems ASAP after EU supermarket and blood bank attacks

Following recent cyber attacks on French blood banks and European supermarkets, U.S. federal agencies are urging critical infrastructure organizations to immediately secure industrial refrigeration systems against remote tampering and temperature manipulation.Key takeawaysCybercriminals are actively targeting unpatched flaws, misconfigurations, and weak or hard-coded passwords in commercial cold-chain and refrigerati…

AWS Security Bulletins

CVE-2026-124033 - Relative path traversal in the log export commands in AWS ParallelCluster CLI

Bulletin ID: 2026-174-AWS Publication Date: 11/09/2026 13:00 PM PST Description: AWS ParallelCluster CLI is an open source command line tool, distributed on PyPI as aws-parallelcluster. We identified CVE-2026-124033, an issue where the export-cluster-logs and export-image-logs commands in the AWS ParallelCluster CLI before version 3.16.0 contain a relative path traversal issue. An authenticated remote user with write…