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LLMs & Kubernetes Configuration: Automating Hardening, Drift Detection and Policy Enforcement

LLMs & Kubernetes Configuration: Automating Hardening, Drift Detection and Policy Enforcement

Kubernetes misconfigurations remain the top security risk. AI copilots promise automated hardening, drift detection, and policy enforcement to make clusters safer ...
Alan Shimel | October 2, 2025 | admission controllers, AI copilots, AI in Kubernetes, cloud native security, cncf, drift detection, GitOps, KubeGuard, kubernetes, Kubernetes governance, kubernetes hardening, Kubernetes misconfiguration, Kubernetes security, Kyverno, large language models, LLMs, OPA, OpenTelemetry, platform engineering, RBAC, YAML Jenga
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
GitOps, Red Hat, Civo Flux ,GitOps. Weaveworks Sysdig AI

GitOps at Fleet Scale: Decentralization vs. Control

Alan unpacks Red Hat’s agent-based GitOps architecture for OpenShift and what it means for scaling GitOps across fleets of Kubernetes clusters. From central control to decentralized agents, discover how balance drives the ...
Alan Shimel | September 26, 2025 | CNCF GitOps standards, decentralized GitOps, federated GitOps model, GitOps scalability, Kubernetes GitOps scaling, OpenShift GitOps preview, Red Hat agent-based GitOps
The Corrupt Algorithm: Securing the AI Supply Chain with Containers

The Corrupt Algorithm: Securing the AI Supply Chain with Containers

The pipelines are green. The dashboards are clear. Commits are flowing without a hitch. For most DevOps teams, that’s the definition of success: smooth builds, tested deployments, automation firing on all cylinders ...
Jaymes Davis | September 22, 2025 | AI, containers, security, supply chain
visibility, runtime, eBPF Packet-Level Visibility to Workloads

Runtime Visibility: The Missing Layer in Cloud-Native Security

Cloud-native security can’t rely on old perimeter defenses. With workloads spinning up in seconds, runtime visibility is now the missing layer leaders must prioritize. Learn why observability is security, how tools like ...
Alan Shimel | September 16, 2025 | cloud native security, cloud workload protection, CNAPP, container runtime monitoring, DevSecOps, eBPF observability, Kubernetes security, real-time anomaly detection, runtime visibility, security observability
Most Cloud-Native Roles are Software Engineers

Most Cloud-Native Roles are Software Engineers

Cloud-native job market 2025: Software Engineers dominate at 47%, followed by DevOps, Platform Engineers, and SREs. See role trends and insights ...
Vikrant Mane | September 12, 2025 | cloud-native jobs 2025, DevOps roles, DevSecOps roles, Kube Careers report, Kubernetes job market, platform engineering careers, site reliability engineer jobs, software engineer demand
eBPF, cloud, BCC eBPF Istio

eBPF: The Silent Power Behind Cloud Native’s Next Phase

eBPF is quietly reshaping cloud native computing, powering service meshes, observability, networking, and security directly in the Linux kernel. By reducing sidecar overhead, enabling zero-instrumentation telemetry, and enhancing runtime protection, eBPF is ...
Alan Shimel | September 10, 2025 | Cilium eBPF, cloud native 2.0, eBPF, eBPF in DevOps, eBPF networking, eBPF performance monitoring, eBPF security, extended Berkeley Packet Filter, Falco eBPF, Istio Ambient Mesh eBPF, kernel-level programmability, Kubernetes eBPF, Linux kernel observability, Pixie observability, service mesh without sidecars, Tetragon runtime security, zero-instrumentation observability
Fitting Square Kubernetes Into the Round AI-Native Apps

Fitting Square Kubernetes Into the Round AI-Native Apps

Kubernetes tamed cloud-native workloads, but AI-native apps push its limits. Can it evolve for GPU-first, data-intensive AI — or is it time for new control planes? ...
Alan Shimel | September 8, 2025 | AI control plane, AI infrastructure, AI pipelines Kubernetes, AI-native applications, cloud-native vs AI-native, container orchestration AI, distributed training orchestration, GPU scheduling, inference at scale, internal developer platforms, Kubeflow, KubeRay, kubernetes, Kubernetes AI workloads, Kubernetes future, Kubernetes limitations, Kubernetes vs AI, platform engineering, Ray on Kubernetes, Volcano scheduler
Best Practices for Monitoring Your Kubernetes Applications

Best Practices for Monitoring Your Kubernetes Applications

Kubernetes has become the backbone of modern cloud-native applications, offering unique flexibility and scalability. However, with its complexity, there are significant challenges in maintaining visibility of the health and performance of Kubernetes ...
Neel Shah | September 5, 2025 | Kubernetes monitoring, observability
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
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UPCOMING WEBINARS

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Five Questions Your Cloud Team Can’t Answer in Under Five Minutes
8 April 2026
Five Questions Your Cloud Team Can’t Answer in Under Five Minutes
Closing the Cloud Security Gap With Runtime Protection
25 March 2026
Cloud Security Maturity Best Practices for 2026
24 March 2026
Cloud Security Maturity Best Practices for 2026
AI + CI/CD + Remote Dev Environments: Reshaping how developers create software
16 April 2026
AI + CI/CD + Remote Dev Environments: Reshaping how developers create software
AI + CI/CD + Remote Dev Environments: Reshaping how developers create software
15 April 2026
AI + CI/CD + Remote Dev Environments: Reshaping how developers create software
Restoring Trust in Open Source: Strategies for a Secure Supply Chain
14 April 2026
Restoring Trust in Open Source: Strategies for a Secure Supply Chain
Turning Visibility into Control: What DSPM Must Do
28 April 2026
Turning Visibility into Control: What DSPM Must Do
The New Reality of Open Source Risk: 2026 OSSRA Findings
16 April 2026
The New Reality of Open Source Risk: 2026 OSSRA Findings
Run and Scale Agentic AI Applications in Production
7 April 2026
Run and Scale Agentic AI Applications in Production

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ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

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MOST READ

What to Expect From Kubernetes 1.36

March 13, 2026

Cost Control for Kubernetes: Monitor, Right-Size, Govern

February 20, 2026

Survey: AI Spurring Increased Adoption of Containers

March 3, 2026

Red Hat Extends Cloud-Native Reach Across Multiple Telecom Providers

March 3, 2026

Netflix Found a Faster Way to Load Containers

March 17, 2026

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