Komodor has launched its Agentic Operations Platform, enabling site reliability engineers (SREs) to deploy and manage agentic AI workflows on Kubernetes using familiar DevOps processes. The platform ...

Kubernetes readiness probes can pass while applications are still unable to serve real traffic. Protocol-aware checks help close the gap.

Autonomous Kubernetes remediation needs more. Agents must verify cluster state, service health and intended outcomes before declaring success ...

Kubernetes autoscaling works teams match the metric to the workload: queue latency for synchronous web traffic, queue depth for background jobs.

Cloud-native applications keep changing after deployment, making production-safe security testing essential for validating ...

A few months back, I hit a wall with a model-serving environment running on Kubernetes. It was scaled the way most things get scaled at first: Horizontal pod autoscaling (HPA), watching CPU and memory ...

The OpenAI agents were supposed to be contained. They were running cybersecurity evaluations inside isolated, per-run containers with access to common development tools, including a shell, Python, a ...

For a long time, prompt injection was treated like other model behavior problems, such as jailbreaks or strange responses. The usual fix was to improve the system prompt, add stronger filters, or ...

The standard process of building governance, risk, and compliance (GRC) programs has been straightforward: define a control, document a control, test the control on a regular basis, and generate a ...

Kubernetes readiness probes can pass while applications are still unable to serve real traffic. Protocol-aware checks help close the gap between “running” and truly “ready.” ...