A passing test in a monolith traditionally offered a relatively straightforward signal. The code behaved as expected under the conditions tested. The function produced the expected output. The integration with the database worked. The deployment was probably safe within those limits. A passing test in a cloud-native system can offer
Red Hat today at the KubeCon + CloudNativeCon North America 2026 conference revealed it has extended its OpenShift platform to add multiple artificial intelligence (AI) capabilities, including a built-in Model Context Protocol (MCP) server. Additionally, Red Hat has extended the Lightspeed AI tools it provides to include an AI agent
A cloud security alert can flag unusual activity on a workload, but the alert alone may not tell an analyst how much damage an attacker could cause. A workload with permission to access sensitive storage or assume an administrative role presents a greater risk if compromised than one with limited
Cloud-native infrastructure has changed the way organizations think about resilience. Kubernetes can restart failed containers, replace pods, schedule workloads on healthy nodes and help applications recover from failures that once required manual intervention. That is real progress. But there is a difference between keeping workloads running and keeping infrastructure recoverable.
AI coding agents are no longer just productivity tools. They're becoming active members of engineering teams, opening pull requests, triaging tickets and handling operational tasks. But managing them requires more than better prompting. Engineering leaders must establish clear assignments, standing orders, automated verification and feedback loops that turn autonomous agents into reliable contributors without sacrificing human judgment. [...]
Leah has added Harness Builder to its Maestro platform, enabling professional developers and business users to create applications through natural language prompts. By combining AI agents, software factory workflows and governance controls, the company aims to simplify application development while helping organizations maintain security, consistency and oversight. [...]
From Replit's database deletion to the Nx supply chain attack, AI agent failures expose a dangerous truth: The biggest risk isn't intelligence, but unchecked authority. [...]
