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OpenTelemetry

Cloud Observability Is More Than a Cloud-Native Story

Cloud Observability Is More Than a Cloud-Native Story

Cloud-native systems have come to define much of the public conversation about observability. Discussions often begin with Kubernetes, microservices, OpenTelemetry, and distributed tracing. But enterprise teams are responsible for a much wider ...
Khushboo Nigam | September 24, 2026 | cloud native, enterprise IT, kubernetes, monitoring, observability, OpenTelemetry
Kubeflow’s Graduation Is a Vote for Kubernetes as the AI Control Plane

Kubeflow’s Graduation Is a Vote for Kubernetes as the AI Control Plane

Kubeflow’s CNCF graduation signals growing confidence in Kubernetes as a common control plane for production AI workloads, from training and pipelines to governance and inference ...
Alan Shimel | August 19, 2026 | agentic AI, AI infrastructure, AI lifecycle, AI platform, AI Workloads, cloud native AI, cncf, Distributed Training, enterprise AI, GPU scheduling, KServe, Kubeflow, Kubeflow graduation, Kubeflow Pipelines, Kubeflow Trainer, kubernetes, Kubernetes AI, MLOps, OpenTelemetry, platform engineering
The Telemetry Debt Crisis: Why Cloud-Native Teams are Optimizing the Wrong Metric

The Telemetry Debt Crisis: Why Cloud-Native Teams are Optimizing the Wrong Metric

Telemetry debt is overwhelming engineering teams with noisy alerts, unused dashboards and rising observability costs. Here’s how to identify, reduce and prevent it ...
David Iyanu Jonathan | August 5, 2026 | adaptive sampling, AI observability, alert fatigue, dashboard sprawl, eBPF observability, FinOps, incident response, log management, metric cardinality, MTTR, observability as code, observability costs, observability maturity, observability strategy, OpenTelemetry, platform engineering, telemetry governance, telemetry ROI, trace data
CNCF, cloud native, NVIDIA, AI, Peritus microservices

Deploying Docker AI Agents on OCI and OKE 

This guide details the architectural transition of AI agents from experimental scripts to "first-class production workloads" using Oracle Cloud Infrastructure (OCI) and Oracle Kubernetes Engine (OKE). It emphasizes a zero-trust, scalable approach ...
Pavan Madduri | May 13, 2026 | Agentic Architecture, AI, AI agents, containerization, Data Minimization, docker, Event-Driven Autoscaling, GitOps, infrastructure as code, kagent, KEDA, Kubernetes CRD, Kyverno, LLM Inference, MCP server, Model Context Protocol, oci, OCI Generative AI, OCI Vault, OCIR, OKE, OpenTelemetry, Oracle Kubernetes Engine, Production Workloads., Terraform, Virtual Nodes, Zero-Trust Security
Observability for Microservices vs Monoliths: Strategies that Worked in 2025

Observability for Microservices vs Monoliths: Strategies that Worked in 2025

Learn how observability strategies differ between monolithic and microservice architectures. Explore challenges, best practices and tooling for DevOps and SRE teams in 2025 ...
Neel Shah | November 20, 2025 | AI-driven observability, centralized logging, DevOps observability strategies, distributed tracing, dynamic infrastructure observability, Grafana Honeycomb Middleware, microservices monitoring, microservices vs monoliths, monolith performance monitoring, observability, observability tools 2025, OpenTelemetry, scalable telemetry ingestion, service metrics, smart alerting, SRE best practices, telemetry data, tracing context propagation
K0rdent, costs, scheduling, cost, Kubecost cloud-native costs OpenCost Stackwatch Kubecost cost allocation Reduce Virtual Machine Licensing Costs

Building FinOps With k0rdent Open Source

Learn how open-source k0rdent and KOF enable platform teams to build custom FinOps solutions with predictive cost forecasting and real-time savings insights ...
Satyam Bhardwaj | October 9, 2025 | AI-driven FinOps, cloud cost optimization, cloud financial management, cloud utilization optimization, cloud-native FinOps framework, cluster cost reduction, FinOps Agent, FinOps pipeline, Grafana dashboards, idle resource detection, k0rdent, k0rdent MultiClusterService, KOF, Kubernetes automation, Kubernetes cost visibility, Kubernetes FinOps, Kubernetes monitoring, Kubernetes observability, Kubernetes scalability, multi-cluster Kubernetes management, open-source FinOps tools, OpenTelemetry, predictive cost forecasting, Prometheus metrics, time series forecasting, TOTO model
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
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
Cloud Native’s Two‑Headed Monster

Cloud Native’s Two‑Headed Monster

Kubernetes brought order to containers. Observability brought clarity to complexity. Now, they’re co-leading the cloud-native movement—and redefining the CNCF ecosystem ...
Alan Shimel | August 15, 2025 | cloud native, cncf, DevOps monitoring, Grafana, KubeCon*CNCNA2025, kubernetes, observability, OpenTelemetry, platform engineering, Prometheus
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The Economics of Infrastructure Modernization
Cohere Plans to Acquire Aisle to Add AI-Powered Code Security
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Chainguard Debuts a Security-First Agent Platform
19 October 2026
Bright Security Introduces STAR Fuzzer, Agentic Fuzzing That Writes Its Own Harnesses and Proves Every Finding
19 October 2026
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
23 November 2026
Agentic Lifecycle Management with AWS
17 November 2026
Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
20 October 2026
Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint

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

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Karmada Federated Control Plane for Kubernetes Achieves CNCF Graduation

September 24, 2026

CloudBolt Adds Ability to Optimize GPU Consumption by Kubernetes Workload

September 24, 2026

groundcover Acquires Wand Platform to Optimize Kubernetes Clusters

September 24, 2026

AKS Is Growing – Along With Its Kubernetes Utilization Problem

October 6, 2026

Microsoft Bakes Linux Container Support Directly into Windows

October 2, 2026

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