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AI observability

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

Beyond the Model: Why AI Agent Orchestration Requires Cloud-Native Engineering

AI agent orchestration is a distributed systems challenge. Cloud-native engineering provides the resilience, observability, security and scalability needed for production AI ...
Nithiya Dharshini | July 22, 2026 | agent communication, agentic AI infrastructure, AI agent orchestration, AI governance, AI infrastructure, AI observability, AI scalability, AI security, AI workflow monitoring, AI workload management, automated scaling, cloud native AI, cloud-native engineering, containerized AI services, distributed AI systems, distributed tracing, enterprise AI agents, event-driven architecture, GitOps, Kubernetes for AI, multi-agent systems, platform engineering, production AI systems, resilient AI systems
metrics, agents, ai, cloud-native, cloud native, project, istio, ambient, architecture, modules, cloud native, CCoE Kubernetes Virtana CrowdStrike cloud native

AI Agents Power Cloud-Native Transformation 

AI agents are redefining cloud-native development by embedding intelligence into DevOps workflows — optimizing pipelines, automating debugging, and accelerating release cycles. Experts like Promevo CTO John Pettit explain how these autonomous systems ...
Nathan Eddy | October 30, 2025 | AI agents, AI code reviewer, AI in DevOps, AI in software engineering, AI observability, AI-powered debugging, autonomous systems, CI/CD optimization, cloud infrastructure management, cloud-native transformation, DevOps automation, intelligent automation, platform engineering, shift left security, software delivery lifecycle (SDLC)
microservices, opentelemetry, data, Grafana, OpenTelemetry Argo NeuVector Extends Red Hat OpenShift Availability

Why Agentic SREs Require Active Telemetry in Kubernetes

Discover how Active Telemetry enables Agentic SREs to move from reactive firefighting to autonomous diagnosis and proactive reliability in Kubernetes ...
Tucker Callaway | October 23, 2025 | Active Telemetry, Active Telemetry pipeline, Agentic SRE, AI infrastructure, AI observability, AI-driven SRE, autonomous diagnosis, autonomous operations, cloud native operations, context engineering, data context, intelligent observability, KubeCon 2025, Kubernetes reliability, MTTR reduction, operational autonomy, proactive remediation, root cause analysis, site reliability engineering, telemetry architecture

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Modernize for the AI Era
14 October 2026
Modernize for the AI Era
Migrating Apache Solr Workloads to Amazon OpenSearch Service
29 September 2026
Migrating Apache Solr Workloads to Amazon OpenSearch Service
The Strategic Imperative: Embracing Agentic B2B Selling
8 September 2026
The Strategic Imperative: Embracing Agentic B2B Selling

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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
Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage
1 October 2026
Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
29 September 2026
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault

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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

NVIDIA Is Putting Real Skin in the Open AI Game

July 28, 2026

Rust Rewrite Readies Kata Containers for Agent Sandboxing

July 24, 2026

Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In

August 6, 2026

The Foundation Was Already Poured

July 27, 2026

Docker Desktop Gets a Hypervisor of its Own

August 13, 2026

RECENT POSTS

When Kubernetes Meets Real Data Center Networking: Building a Routable, Resilient On-Prem Cluster with BGP and ECMP
Contributed Content Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

When Kubernetes Meets Real Data Center Networking: Building a Routable, Resilient On-Prem Cluster with BGP and ECMP

August 21, 2026 Sergey Speranskiy 0
Best Strategies for Cloud Native Cost Optimization
Cloud-Native Architecture Cloud-Native Platforms Contributed Content Platform Engineering Social - Facebook Social - LinkedIn Social - X Topics 

Best Strategies for Cloud Native Cost Optimization

August 20, 2026 Joydip Kanjilal 0
Docker Hub vs. Private Registries: Security Tradeoffs
Cloud-Native Development Containers Contributed Content Docker Social - Facebook Social - LinkedIn Social - X Topics 

Docker Hub vs. Private Registries: Security Tradeoffs

August 19, 2026 Sean Roth 0
Red Hat Readies an MCP Server to Help LLMs Manage Kubernetes
Cloud-Native Development Features Kubernetes Open Source Social - Facebook Social - LinkedIn Social - X 

Red Hat Readies an MCP Server to Help LLMs Manage Kubernetes

August 19, 2026 Joab Jackson 0
Kubeflow’s Graduation Is a Vote for Kubernetes as the AI Control Plane
Features Kubernetes News Social - Facebook Social - LinkedIn Social - X Topics 

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

August 19, 2026 Alan Shimel 0
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Modern Software Development and Delivery 

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How would you best describe your organization's current software delivery environment(s) on mainframe computers? (Select all that apply)(Required)
Which outcomes are most important to your organization's software delivery strategy today? (Select up to three)(Required)
What, if anything, is limiting your organization's mainframe software delivery progress? (Select up to three)(Required)
In which areas of your mainframe software delivery environment are you currently using AI? (Select all that apply)(Required)
As software delivery responsibilities expand beyond traditional build, test, and deploy, which of the following areas is the most challenging for your organization today with respect to mainframe software delivery? (Select one)(Required)
Which of the following do you expect is most likely to accelerate your organization's mainframe software delivery progress over the next 12-18 months? (Select one)(Required)

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