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anomaly detection

runtime, visibility, Chainguard, threat, cloud-native security, Venafi, security, sigstore, KubeCon, cloud-native, security, secure, Rubrik, Kubernetes, Cloud-Native Security Best Practices

Runtime Visibility & AI-powered Security in Cloud-Native Environments

Kubernetes and cloud-native platforms have transformed software delivery — but also redefined the attack surface. As threats shift to runtime, visibility and real-time response have become the new security frontline. AI-driven anomaly ...
Alan Shimel | October 6, 2025 | AI copilot, AI governance, AI in cybersecurity, anomaly detection, automated response, CI/CD security, cloud native security, cloud security, cloud-native defense, container security, DevSecOps, explainable AI, kubernetes, LLMs in security, observability, platform engineering, runtime protection, runtime security, runtime visibility, security automation, security telemetry, service mesh, threat detection, zero-trust
Kubernetes, observability, tracing, kubernetes observability, Grafana labs, kubernetes, observe, tool, Datadog, data, observability, kubernetes Docker Granulate observability

Bridging Observability & Security in Kubernetes: Beyond Just Metrics

Kubernetes has expanded agility but also the attack surface. Alan argues that observability and security can no longer live in silos — metrics, logs, and traces already hold critical security signals, while ...
Alan Shimel | September 29, 2025 | anomaly detection, C2 traffic, cloud native security, convergence, cross-training, crypto-mining, devops, kubernetes, lateral movement, logs, metrics, observability, observability-driven security, OpenTelemetry, organizational silos, platform engineering, runtime security, security, SRE, tool sprawl, traces
Kubernetes, observability, tracing, kubernetes observability, Grafana labs, kubernetes, observe, tool, Datadog, data, observability, kubernetes Docker Granulate observability

From Observability to Actionability: Why Metrics Alone Aren’t Enough

Observability has plateaued. The next step is actionable observability—using AI, automation, and SLOs to turn telemetry into reliable outcomes ...
Alan Shimel | September 5, 2025 | actionable observability, AIOps, anomaly detection, auto-remediation, cloud native, continuous verification, devops, ELK stack, golden paths, internal developer platforms, metrics logs traces, observability, OpenTelemetry, platform engineering, SLO-driven operations, SRE, telemetry automation
Deepfence cloud-native SQL Server security Kubernetes

Rethinking Anomaly Detection in Cloud-Native Applications

From microservices to multi-cloud, modern application architectures have evolved significantly and created new challenges that are drowning engineers and DevOps teams in data and increasing the number of tools they are being ...
Scott Fulton | March 31, 2022 | anomaly detection, cloud-native applications, container security, containers

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Runtime Visibility & AI-powered Security in Cloud-Native Environments

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Report Details Raft of Kubernetes Management Challenges

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Akuity Applies AI to Both Management of ArgoCD and Kubernetes Clusters

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