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FinOps

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
Why Kubernetes Cost Allocation and Cloud Bills Don’t Match

Why Kubernetes Cost Allocation and Cloud Bills Don’t Match

A few months ago, I found myself looking at a Kubernetes cost report and a cloud invoice side by side. The numbers didn’t match. Not because of a bug or a calculation ...
Ozlem Tanrikulu | July 1, 2026 | cloud cost management, Cost Allocation, FinOps, kubernetes, platform engineering, Prometheus
Cloud Sustainability at Scale: Why Open Source Will Define the Next Era of Green Computing

Cloud Sustainability at Scale: Why Open Source Will Define the Next Era of Green Computing

Cloud sustainability is becoming critical as AI drives energy demand. Open source tools and carbon accounting help teams measure and reduce impact ...
Niki Manoledaki | April 29, 2026 | carbon accounting, cloud sustainability, FinOps, kubernetes, open source
Kubernetes cost cloud Day 2

Build Cost Awareness Into Your Kubernetes IDP 

How platform teams can make cost efficiency a natural outcome of following the golden path — not a billing surprise discovered three weeks after deployment ...
Sandeep Bharadwaj Mannapur | March 27, 2026 | Cost Visibility, FinOps, Golden Path, internal developer platform, kubernetes, platform engineering, shift-left
KubeCon, cloud native, ai, cloud-native,

Pod Requests Are the Input to Every Kubernetes Cost Control Loop

Pod CPU and memory requests drive Kubernetes scheduling, autoscaling and cost allocation. Learn why rightsizing them improves cost control ...
Rafael Brito | March 17, 2026 | cloud native, Cost Optimization, FinOps, kubernetes, platform engineering
SRE, autoscaling, Tailscale, Kubernetes, argo cd, Kubernetes v1.33,  AI, Nelm, Kubernetes, architecture, , architecture, Rackspace, GPUs, Kubernetes, Solo.io Kubernetes cloud foundry keptn cloud-native automation

The Efficiency Era: How Kubernetes v1.35 Finally Solves the “Restart” Headache 

Kubernetes v1.35 introduces in-place resource resizing, revolutionizing how stateful workloads are managed. Discover the benefits of dynamic resource allocation, traffic distribution, and the improvements that enhance operational efficiency for platform engineers ...
Pavan Madduri | March 3, 2026 | AI/ML workloads, cloud costs, Dynamic Resource Allocation, efficiency era, FinOps, immutability, Kubernetes architecture, Kubernetes enhancements, Kubernetes v1.35, Openshift, operational efficiency, resource resizing, self-healing infrastructure, Stateful Workloads, system performance, traffic distribution, vertical scaling
IBM, kubernetes, finops, costs, Finout FinOps financial services Kublr

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

As Kubernetes moves from testbeds to production, managers are getting sticker shock from the bills a K8s deployment can incur. Whether hosted in-house or on a cloud provider, who knew cloud nativity ...
Joab Jackson | February 20, 2026 | cost control, devops, FinOps, kubernetes
CloudBolt, StormForge, automation, Solo.io eBPF Automation in Microservices Security

Machine Learning in Kubernetes: Why Trust, Not Tech, is Your Biggest Hurdle 

Explore why trust—not technology—is the real barrier to ML-driven Kubernetes optimization and how intelligent automation builds confidence at scale ...
Yasmin Rajabi | October 24, 2025 | AI in DevOps, AI in infrastructure management, AI-driven automation, automated cloud governance, cloud cost optimization, cloud efficiency, container optimization, continuous optimization, developer trust, devops, FinOps, intelligent automation, KubeCon 2025, Kubernetes optimization, Kubernetes performance, Kubernetes resource management, Kubernetes trust gap, machine learning in Kubernetes, ML in cloud infrastructure, ML-based cost control, ML-powered rightsizing, platform engineering, platform reliability, predictive scaling
Kubernetes, DoiT, FinOps,

DoiT Acquires PerfectScale to Manage Kubernetes Platforms

DoiT this week revealed it has acquired PerfectScale to add an ability to govern and optimize deployments of Kubernetes environments ...
Mike Vizard | February 7, 2025 | FinOps, IT, kubernetes, SaaS
costs, FinOps, cloud costs, Kubernetes

Best of 2024: Rising Kubernetes Costs Highlight the Need for Better Monitoring and FinOps Optimization

The CNCF’s latest report suggests good news: Effective cost visibility tooling and FinOps practices do lead to cloud cost optimization ...
Ajay Tripathy | December 26, 2024 | cloud native, cncf, container costs, containers, FinOps, kubernetes, Kubernetes costs
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Claude Writes 180 Million Lines of Proofs to Verify 123 Open Source Libraries
23 October 2026
Report: AI Agents Increase Observability Costs
23 October 2026
When 200 OK Isn’t OK: Observability for LLM Systems
23 October 2026
AI Security: Machine-Speed Threats, Multi-Layered Defense
1 December 2026
AI Security: Machine-Speed Threats, Multi-Layered Defense
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 Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
Agentic Lifecycle Management with AWS
17 November 2026

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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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Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In
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Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In

August 6, 2026 Joab Jackson Comments Off on Kubernetes Key Management Streamlined by HashiCorp Vault Plug-In
The Telemetry Debt Crisis: Why Cloud-Native Teams are Optimizing the Wrong Metric
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A Green Kubernetes Deployment Does Not Mean a Healthy Application
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A Green Kubernetes Deployment Does Not Mean a Healthy Application

July 30, 2026 Sai Joshitha Kathari Comments Off on A Green Kubernetes Deployment Does Not Mean a Healthy Application
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Container Runtime Security in Kubernetes: What Teams Overlook

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