PerfectScale
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2 published resources
Your Kubernetes Node Pool Plan Was Stale Before You Saved It
Download the tactical guide on Kubernetes node pool strategy. Learn why spreadsheets fail and how continuous rightsizing closes the pod and node loop.
Fix Java OOM Errors Caused by Kubernetes Memory Limits
Download the complete guide to preventing Java OOM errors caused by Kubernetes memory limits. Fix JVM performance issues without code changes.
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Blog Posts
Read product stories, practical guidance, and editorial content.
204 published resources
EKS Pricing Components, Hidden Costs, and 6 Ways to Optimize
A practical breakdown of Amazon EKS pricing components, often-overlooked add-on costs, and six actionable strategies to reduce your EKS bill.
Kubernetes Performance: 10 Key Metrics & Tuning Guide
Kubernetes performance is defined by the efficiency, reliability, and speed of your cluster. Key areas include pod startup times, API server responsiveness, and resource consumption. Optimizing it requires fine-tuning resource allocations, avoiding CPU throttling, and using tools like ClusterLoader2
Managed Kubernetes Pricing: Cost Factors & Optimization
Kubernetes is free, but running it isn't. Break down control plane fees, worker node, storage, and networking costs across EKS, GKE, AKS, and DOKS, plus five optimization strategies.
Horizontal vs Vertical scaling
Learn about the pros and cons of horizontal and vertical scaling to optimize your system's performance.
Kubernetes 1.37 Release: New Features, Beta & Stable Changes
Kubernetes v1.37 releases Aug 26, 2026. Get a breakdown of the biggest stable, beta, and alpha changes — Metrics API GA, pod-level resources, DRA device ta
How to Talk to Your Kubernetes Cluster Using AI (Yes, Really)
Explore how AI tools like K8sGPT, Botkube, and KoPylot simplify Kubernetes management through automation, diagnostics, and natural language interfaces.
Kubernetes Scheduling: How It Works and Key Influencing Factors
Discover how Kubernetes scheduling works, assigning pods to nodes while ensuring balanced, resilient workloads. Learn key factors ischeduling decisions.
Guide to KEDA (Kubernetes Event-Driven Autoscaler) with an example
Find out what is KEDA (Kubernetes Event-Driven Autoscaler), and take a look at an example of using KEDA for Cron-based scaling.
Kubernetes Node Not Ready: Troubleshoot Common Causes & Best Practices
Learn what is Kubernetes Node NotReady, the causes of the status, troubleshooting, and methods to prevent the Node Not Ready status.
How Much AWS Savings Plans Commitment Is Right? The Sizing Problem, and How to Stop Guessing
The 'right' Savings Plans commitment isn't a number you find once—it's a moving target. Here's why sizing it is so hard, and how to stop guessing.
Understanding Kubernetes Secrets: A Comprehensive Guide
Learn everything about Kubernetes Secrets: types, how to create and manage them, best practices, and secure alternatives. A complete guide!
Kubernetes Cost Optimization Tools: Top 8 in 2026
Top Kubernetes cost optimization tools include PerfectScale, Cast AI, and ScaleOps, which are useful for detailed, granular cost allocation and monitoring.
Your Kubernetes node pool strategy was stale before you saved the file
Your Kubernetes node pool strategy goes stale the moment you save the file. Here's why manual planning fails and what continuous optimization looks like.
Kubernetes Monitoring: Metrics, Technologies, and Tips for Success
Kubernetes (K8s) monitoring is the essential process of collecting metrics, logs, and events from clusters, nodes, and pods to ensure stability, performance, and resource optimization. It involves tracking CPU/memory usage, pod uptime, and application health, crucial for managing the dynamic and ephemeral nature of containerized environments.
Fine-Grained Pod-Scaling in Kubernetes: Beyond HPA and VPA
Standard HPA and VPA fall short for complex workloads. Discover how multi-layered telemetry and in-place pod resizing enable precise, workload-aware Kubernetes autoscaling.
Kubernetes Logs: Types, Commands & 6 Best Practices
In Kubernetes, logs provide the primary means of observing application behavior and troubleshooting cluster issues. Because pods are ephemeral, Kubernetes manages logs by capturing stdout and stderr streams from containers and storing them as temporary files on the node.
Kubernetes Events: How to View, Filter & Troubleshoot Them
Kubernetes Events are real-time, short-lived API resources generated whenever a state change, error, or meaningful activity occurs within your cluster. They are useful for debugging issues and auditing cluster health.
Kubernetes Architecture: 7 Layers Every Engineer Must Know
A layer-by-layer mental model of Kubernetes, from nodes and networking to orchestration and autoscaling, so you can debug cluster issues at the root instead of chasing symptoms.
PerfectScale by DoiT: Spring 2025 Releases Recap
Customized optimization policy, enhanced automation flexibility, Windows containers support, advanced workload insights, and more are available at PerfectScale.
The Table You Actually Want
A tables engine refactor gave us the chance to ship what users kept asking for: customizable columns, saved per user. Here are the design calls we made along the way.
Ultimate Guide to Automated Kubernetes Cost Optimization
A practical guide to automated Kubernetes cost optimization: identifying inefficiencies, implementing automation, and comparing tools like PerfectScale, Densify, and Kubecost.
Why Kubernetes Optimization Still Leaves Savings Behind
Rightsizing pods and nodes can leave savings on the table if cloud commitments stay unchanged. Here's why FinOps and DevOps must align commitment management with Kubernetes optimization.
Maximizing Cost Savings with Amazon EC2 Reserved Instances
Discover how to maximize cost savings with Amazon EC2 Reserved Instances in this comprehensive article.
ECS vs EKS vs Fargate: Comparing Container Orchestration Services
ECS vs EKS vs Fargate: an in-depth comparison, helping you make an informed decision for your infrastructure needs.
Kubernetes 1.36 Release: New Features, Stable APIs & Breaking Changes
Kubernetes 1.36 "Haru" ships 70 enhancements: HPA scale-to-zero, OCI volumes, user namespaces GA, gang scheduling & breaking changes. Full technical breakdown.
AI on Kubernetes and the (Dis)Economies of Scale
66% of organizations hosting generative AI models have fully integrated their inference workloads into K8s clusters. Manual optimization doesn’t cut it anymore.
Kubernetes JobSet Explained: Features, Setup, and Examples (2026)
JobSet lets you manage multiple Kubernetes Jobs as one unit. Learn its core features, how it differs from plain Jobs, and how to get started.
Kubernetes 1.36 Release: New Features, Beta & Stable Changes (April 2026)
Kubernetes 1.36 releases April 22, 2026 with 80 enhancements. Covers stable user namespaces, OCI volumes, HPA scale-to-zero, and 26 new alpha features.
Recap: KubeCon + CloudNativeCon Europe 2026
KubeCon Amsterdam 2026 recap covering key trends in Cloud Native, AI, and Platform Engineering.
2025 year in review
How PerfectScale’s product direction turns Kubernetes cost and efficiency trends into product execution.
Your Kubernetes Resource Limits Are Breaking Your JVM
Kubernetes memory limits silently misconfigure JVM heap sizing, triggering OOM crashes and GC thrashing. Here's why it happens and how to fix it across your Java workloads.
PerfectScale by DoiT Achieves ISO 27001 Certification
PerfectScale by DoiT's security program and infrastructure earned ISO 27001 certification, covering access control, data protection, incident response, and risk management.
Cloud Cost Optimization: Best Practices to Reduce Your Bill
Cloud cost optimization best practices to reduce your bill, improve efficiency, and control cloud spend across AWS, Azure, and GCP in 2026.
Kubernetes v1.35: What’s New & Improved?
A breakdown of Kubernetes v1.35 (Timbernetes): 17 stable, 19 beta, and 22 alpha features, including in-place Pod resource updates, gang scheduling, and key deprecations.
Q4 2025 Releases Recap
Safely cut K8s costs and boost its efficiency and performance with in-place workload rightsizing, Java containers optimization, Argo Rollouts support, and more
Argo Rollouts
Advanced Argo rollout-aware automation to align K8s optimization with your strategies and operations
Kubernetes v1.35 Sneak Peek
Explore what's new in Kubernetes v1.35- Pod Certificates, in-place updates, taint operators, OCI volumes, and more.
AWS Cost Optimization Best Practices and Tools
A practical guide to AWS cost optimization covering pricing models, right-sizing, storage tiering, Graviton4, automation, and native and third-party FinOps tools.
5 Strategies to Optimize Java in 2026
Boost Kubernetes performance and efficiency with 5 proven Java application optimization strategies
KubeCon + CloudNativeCon North America 2025
A guide to KubeCon + CloudNativeCon North America 2025 in Atlanta, highlighting five must-see Kubernetes cost optimization sessions and PerfectScale by DoiT at booth 533.
Top Ten Kubernetes Reliability Risks
Discover the top 10 Kubernetes reliability risks that can impact performance and uptime and learn how to prevent them effectively.
How to Allocate Kubernetes Resource Ownership
Learn why clear ownership in Kubernetes is critical to avoid chaos, control costs, and secure workloads across teams and environments.
Summer 2025 Releases Recap
Discover new pricing integrations, top-notch optimization capabilities, enhanced visibility, and administration updates are now available in PerfectScale.
10 Kubernetes Errors you must know(and How to Fix Them)
CreateContainerConfigError and CreateContainerError getting you down? Get clarity on these error messages' meanings and how to troubleshoot them with examples.
PerfectScale Introduces In-Place K8s Workload Right-sizing
PerfectScale introduces in-place Kubernetes pod right-sizing, adjusting CPU and memory without restarts to cut waste while keeping clusters stable and consistent.
10 Kubernetes Errors you must know(and How to Fix Them)
Discover 10 common Kubernetes errors like CrashLoopBackOff, ImagePullBackOff, and OOMKilled, and learn how to fix them quickly.
Checklist for Building Resilient Kubernetes Applications
A checklist for Kubernetes reliability; learn best practices to build resilient, highly available apps that withstand failures in production.
Kubernetes v1.34: What's New and Improved?
Kubernetes v1.34: 'Of Wind & Will' sets sail with 58 enhancements; advancing scaling, security, device management, tracing, and more.
Kubernetes Cost Reduction in 5 Steps
Learn 5 proven steps for Kubernetes cost reduction, from rightsizing and autoscaling to FinOps, and cut cloud spend without hurting performance.
Kubernetes v1.34 Sneak Peek
Kubernetes v1.34 sneak peek: new features like DRA, KYAML, tracing, smarter traffic routing & autoscaling for a more secure, efficient cluster.
KubeCon + CloudNativeCon India 2025 Highlights
KubeCon + CloudNativeCon India 2025 in Hyderabad: Keynotes, AI in Kubernetes, observability, scaling, and PerfectScale by DoiT highlights
How to Avoid These 6 Common Kubernetes Implementation Mistake
Learn 6 common Kubernetes mistakes and how to avoid them to boost performance, cut costs, and keep your clusters secure and reliable.
KubeCon +CloudNativeCon India 2025
Don’t miss these 5 must-attend talks at KubeCon + CloudNativeCon India 2025, plus meet the PerfectScale team at Booth S12 in Hyderabad!
Kubernetes Cost Optimization
Master Kubernetes cost optimization with 10 proven tactics. Rightsize, autoscale, cut idle waste, and keep reliability high. Step-by-step guide inside.
GPU Optimization with Exceptional PerfectScale Visibility
PerfectScale's new GPU Visibility feature reveals GPU utilization across Kubernetes clusters, helping teams right-size instances, apply MIG splitting, and use KAI Scheduler to reduce waste.
Manage & Scale GenAI on Kubernetes
Check out a deep dive into managing and scaling Generative AI on Kubernetes.
GCP Cloud Billing with PerfectScale
PerfectScale now integrates with GCP Cloud Billing, bringing real-time GKE cost data into the platform for granular visibility, precise optimization, and impact-aware decisions.
Troubleshooting Kubernetes with AI - Part Two: Using the K8s MCP server
Explore how to troubleshoot Kubernetes with AI using the MCP server, agentic frameworks, and multiple LLM providers for smarter, scalable automation.
FinOps in 2025: Automate or Burn Out
Explore the six stages of FinOps maturity from observation to automation and learn why the future of cloud cost optimization is continuous and automated.
Kubectl Cheat Sheet
Essential kubectl cheat sheet with top commands & flags to manage Kubernetes clusters—quick reference for pods, deployments, services, namespaces, and more.
Precise K8s node optimization with PerfectScale by DoiT
PerfectScale introduces comprehensive node utilization visibility and data-driven insights to drive precise optimization of your underlying K8s infrastructure.
Understanding Cost Seasonality in Kubernetes
Discover why Kubernetes costs fluctuate with seasons and learn smart strategies to manage them using tools like HPA, KEDA, Karpenter, and PerfectScale.
Top Kubernetes Cluster Management Tools in 2025
A guide to the top Kubernetes cluster management tools in 2025, covering key benefits, selection criteria, and comparisons of PerfectScale, Kubernetes Dashboard, Rancher, GKE, AKS, and EKS.
Cut GKE Node Costs with NAP and PerfectScale
Learn how GKE Node Auto-Provisioning and PerfectScale optimize Kubernetes scaling, reduce costs, and simplify workload management
GKE Cost Optimization Best Practices
Learn what is GKE, understand the GKE pricing and what are the best practices for GKE cost optimization
Kubernetes v1.33: What's New and Improved?
The artcile highlights v1.33's major updates, including 47 enhancements, showcasing advancements in resource management, security, and efficiency.
Demystifying AI Native Dev and Ops
Join industry pioneer Patrick Debois and PerfectScale’s Chief Storyteller - Ant Weiss to investigate GenAI coding for devs and ops beyond the buzz.
AKS Cost Optimization Best Practices
Learn what is Azure Kubernetes Service (AKS), understand the AKS pricing and what the best practices for AKS cost optimization are.
How to Optimize Karpenter for Efficiency and Cost
A practical guide to tuning Karpenter for efficiency and cost, covering node lifecycle, consolidation policies, and why default best practices sometimes backfire in real environments.
Karpenter: What is Karpenter and Avoiding Common Pitfalls
Let’s dive deeper into the pitfalls of Karpenter and how you can avoid them to ensure smooth operations in your Kubernetes clusters.
How to build your own simple AI agent to troubleshoot Kubernetes
Learn how you can build Kubernetes troubleshooting assistant using the recently released AutoGen v0.4 AgentChat functionality
EKS Split Cost Allocation
Learn how Split Cost Allocation for EKS helps connect spend and services in this blog recap of our Frugal Architect webinar with AWS’s Nataliya Godunok.
Kubernetes v1.33: Sneak Peek
Kubernetes v1.33 comes with important changes that help streamline operations, improve security, and enhance overall functionality. Here are some of the updates
Amazon EKS Cost Optimization Best Practices
Learn what is Amazon EKS, understand the EKS pricing and what are the best practices for EKS cost optimization
ARM Instances Explained with Practical AWS Example
What are arm instances, the benefits, how to set up a ARM based cluster, and how to build and deploy ARM-compatible applications in aws.
AI & SDLC: How Systems Thinking Impacts Software Delivery
Explore AI’s impact on SDLC, DevOps, and system stability using systems thinking. Learn how AI-native development reshapes speed, testing, and reliability.
PerfectScale by DoiT: Winter 2025 Releases Recap
Discover enhanced automation, advanced alerting, upgraded visibility, and expanded Kubernetes cost control with the latest PerfectScale by DoiT updates.
Product Video - Advanced Workload Visibility
PerfectScale by DoiT introduces an upgraded workload view that enhances visibility for straightforward workload management and analysis.
[LIVE] Kubernetes Event-Driven Autoscaling (KEDA): Q&A
Check out Kubernetes Event-Driven Autoscaling (KEDA) LIVE with Zbynek Roubalik, CTO of Kedify & KEDA maintainer—top questions answered!
Meet PerfectScale at KubeCon + CloudNativeCon London 2025
Your guide to KubeCon + CloudNativeCon London 2025: networking tips, swag strategy, and where to find PerfectScale by DoiT—booth S583 for live K8s optimization demos.
Hands-on Guide on Kubernetes Resource Quotas & Limit Ranges
Kubernetes Resource Quotas & Limit Ranges Explained – With Practical Examples
Future of DevOps Automation
Learn from industry expert Adam Jacob, co-creator of Chef and CEO of System Initiative, about the future of Infrastructure-as-code (IAC).
Financial Alerts with PerfectScale by DoiT
Financial alerts enable proactive cost monitoring and optimization, helping to stay within budget, prevent overspending, and maximize Kubernetes efficiency
Azure Cost Management with PerfectScale
Azure Cost Management integration gives exceptional Kubernetes cost visibility and control, enhancing your optimization strategy with data-driven recommendation
Autonomous Ephemeral Workload Optimization from PerfectScale by DoiT
PerfectScale offers autonomous right-sizing for ephemeral workloads like Airflow, Spark Jobs, and others, ensuring seamless optimization for dynamic environment
Kubernetes GPU Resource Management Best Practices
Learn best practices for Kubernetes GPU management to optimize costs, enhance performance, and ensure scalable, reliable clusters for smooth GPU workloads.
DoiT + PerfectScale: Paving the Future for K8s Optimization
Learn more about DoiT's acquisition of PerfectScale and what this means for the future of FinOps and K8s Optimization
Press Release: DoiT Acquires PerfectScale
DoiT announces the acquisition of PerfectScale, an automated Kubernetes optimization and governance platform, expanding DoiT Cloud Intelligence for containerized workloads at scale.
Kubernetes Node: Huge Nodes vs. Small Nodes
Learn how to optimize your Kubernetes cluster by choosing the right node size for performance and cost efficiency.
Kubernetes v1.32: What's New and Improved?
The article highlights Kubernetes v1.32's major updates, including 44 enhancements, showcasing advancements in resource management, security, and efficiency.
PerfectScale Highlights of 2024
A glimpse into an extraordinary year for PerfectScale!
KubeCon India 2024 Highlights
PerfectScale joined the first-ever KubeCon India 2024! Explore key highlights, insights, and what’s next in our journey to optimize Kubernetes worldwide.
PerfectScale: Q3 2024 Releases Recap
Uncover the progress PerfectScale made in the last quarter in automation, enhanced KPI visibility, greater extensibility, and much more.
EKS Auto Mode
AWS announced the general availability of EKS Auto Mode. Learn what EKS Auto Mode is and how to optimize Kubernetes clusters.
Handling Karpenter Consolidation and Spot Instance Termination
Best practices for managing Karpenter's spot instance termination notifications and strategies for effective Karpenter consolidations.
PerfectScale: Strategic Partner for Amazon EKS Hybrid Nodes
PerfectScale, an Amazon EKS Hybrid Nodes partner, optimizes Kubernetes workloads seamlessly across cloud and on-premises environments.
Nodepool Selection Strategies: Performance vs. Cost
Strategic Nodepool Selection: Exploring decisions around resource sets and family types to optimize performance and cost.
Top K8s tools community is thankful for this Thanksgiving
Discover the best tools favored by the Kubernetes community for managing clusters this Thanksgiving!
Serving Large Language Models on Kubernetes without GPU
Ready to delve into the world of AI/ML but don’t have GPUs? Ollama with the qwen2.5 family of models has got you covered. Inference on Kubernetes made easy.
Karpenter: The Ultimate Guide
Learn how to implement Karpenter in Kubernetes for cost-effective node provisioning, understand best practices, and optimize your EKS workloads.
PerfectScale Unveils GPU Support and Node-Level Optimization
PerfectScale announces InfraFit node-level optimization and upcoming GPU support, giving teams data-driven insights to cut Kubernetes waste and cloud costs across the full stack.
Why the etcd Database Size Should Not Exceed 8GB?
etcd community strongly recommends that the database size should not exceed 8GB. Delve into the implications of exceeding the 8GB limit for etcd database.
Build Like The Frugal Architect
Join Nataliya Godunok to explore AWS Well-Architected best practices and optimize your container infrastructure for peak efficiency.
Meet PerfectScale at KubeCon + CloudNativeCon NA 2024
PerfectScale by DoiT is heading to KubeCon + CloudNativeCon NA 2024 in Salt Lake City. Find us at booth T37 and check out our team's top session picks for the conference.
Kubernetes CPU Limits: Best Practices for Optimal Performance
Avoid unnecessary Kubernetes CPU limits for smoother workload operation.. Check out this guide with these Kubernetes CPU limit best practices.
Kubernetes Health Checks: Ensure Performance and Availability
Keep your applications running smoothly with K8s health check. Learn the types of probes, types of health checks, how to troubleshoot, and best practices.
Karpenter vs Cluster Autoscaler: The Ultimate Guide
Discover the pros and cons of Karpenter vs Cluster Autoscaler, and learn which tool can best handle your dynamic resource requirements.
Scaling Out GenAI with Message Queues on Kubernetes
Discover how message queues can overcome the challenges of managing GenAI workloads efficiently.
Taints and Tolerations in Kubernetes
Boost resource use by 30% and cut costs by 20% with Kubernetes taints and tolerations.
Kubernetes CPU Limits - To Set or not to Set
Setting Kubernetes CPU limits may do more harm than good. Learn how leading companies achieved significant performance improvements by removing CPU limits.
Kubernetes Resource Limits vs Requests: Ultimate Guide
Discover how Kubernetes resource requests vs limits can help you prevent resource contention, evictions, and ensure your pods get the resources they need.
The Problem with Generic Observability Tools: Why We're Paying Too Much
Stop paying the high price for generic observability tools - take control of your infrastructure costs today!
Kubernetes Cluster Autoscaler
Kubernetes Cluster Autoscaler Guide: Learn how it works, implement in EKS, troubleshoot issues, and deploy via Helm.
Summer 2024 Releases Recap
Discover the latest updates in infrastructure visibility, automation, and trend enhancements, as well as other releases you should know about.
Kubernetes v1.31: What's New and Improved?
The Kubernetes 1.31 "Elli" update is here. Explore the 45 standout enhancements, including stability upgrades and new resource management capabilities.
Preemptible Pods
Learn how preemptible pods prioritize critical workloads, optimize node utilization, set up PriorityClasses, and implement pod preemption.
Kubernetes Version Support Across Major Cloud Providers
Navigating Kubernetes version upgrades? Understand the support policies of AWS, Azure, and Google Cloud to make informed decisions.
Kubernetes Vertical Pod Autoscaler
VPA automatically adjusts CPU and memory for your pods. Learn how VPA works, how it relates to HPA, and best practices for optimizing your resource management.
We Can Resize Pods without Restarts! Or Can't We?
Resize pod CPU and memory on the fly with K8s v1.27! Dynamically adjust resource allocations without disrupting workloads.
9 Ways to Spin Up an EKS Cluster: Part 4 - CloudFormation
In part 4 of our series 9 Ways Spin Up an AWS Cluster, we show you how create an EKS Cluster with CloudFormation
Kubernetes v1.30: What's New and Improved?
This article highlights key enhancements and updates introduced in Kubernetes v1.30.
The Ultimate Guide to Keeping Your Kubernetes Clusters Lean
Follow these best practises to improve Kubernetes ROI, improve workload performance, and save time spent on maintenance and troubleshooting.
Gartner's 2024 Perspective on Container Management
A look into Gartner’s research on Kubernetes adoption and the challenges DevOps and FinOps teams face in managing and governing containerized environments.
Optimize Node Configurations with LearnK8s & PerfectScale
Discover how to leverage tools like LearnK8s Instance Calculator and PerfectScale to continuously optimize your node configurations for maximum efficiency.
Continuous Kubernetes Reliability through Automation and Best Practices
Discover the 4 key risk factors and learn how to calculate actual resource usage for reliable, high-performing workloads
Kubernetes Horizontal Pod Autoscaler (HPA)
Mastering Kubernetes Horizontal Pod Autoscaler (HPA): Explore what HPA is, how it works, the implementation of HPA, best practices, and limitations.
PerfectScale Infrafit
Infrafit from PerfectScale empowers you to optimize the underlying infrastructure of your workloads, helping you achieve a fine-tuned K8s environment
9 Ways to Spin Up an EKS Cluster: Part 3 - eksctl
In part 3 of our series 9 Ways Spin Up an AWS Cluster, we show you how to use eksctl.
How to fix OOMKilled in Kubernetes
OOMKilled disrupting K8s workloads? Learn root causes and solutions to optimize memory usage and eliminate OOMKilled events.
Kubernetes alerting for K8s cluster health and performance
A practical guide to the 10 most important Kubernetes alerts, covering OOM events, CPU throttling, evictions, HPA limits, and resource request misconfigurations.
Scaling Success: The Role of GenAI in Modern DevOps
Join Patrick Debois to learn practical tips on getting started and scalable straightforward strategies to adapt genAI tools into your current workflows
ImagePullBackOff: Troubleshooting Tips and Tricks
ImagePullBackOff errors slowing you down? Get actionable troubleshooting tips and tricks to fix container image pull issues from registries.
Kubernetes Alerting: 10 Must-Have Alerts for Proactive Monitoring
Keep your Kubernetes cluster healthy and performing at its best. Discover the top 10 essential alerts to monitor your cluster's health and performance.
Key Kubernetes Metrics for Optimal Performance Monitoring
Essential Kubernetes metrics to track for optimal cluster management and performance optimization.
PerfectScale Datadog Marketplace
Unlock optimization of your Kubernetes clusters to proactively eliminate waste while enhancing stability and performance.
PerfectScale: May 2024 Releases Recap
Explore the PerfectScale updates digest for the latest releases, including Automation, Alerts, Grouping, and Administration enhancements.
Getting the most out of Karpenter with PerfectScale
Learn how PerfectScale plus Karpenter can provide and additional 30 to 50% in cost reductions on top of what can achieved with Karpenter alone.
K8S Sustainability: Optimize Your Clusters to Save the Planet!
Join Pini Reznik to learn the relationship between IT sustainability, cost, and performance in the cloud-native world.
Best Kubecost Alternatives
A rundown of 10 Kubecost alternatives, from PerfectScale and Cast.ai to open-source OpenCost, to help you monitor, allocate, and optimize Kubernetes and cloud costs.
DXI Market Movers Report Highlights
The DXI Market Movers report recognizes PerfectScale as a Kubernetes-focused optimization and automation platform balancing cost and performance. Here are the highlights.
Top 10 Critical Kubernetes Reliability Risks
Discover the top 10 Kubernetes reliability risks causing outages and learn how to identify and mitigate them to boost cluster stability proactively.
WASM and Kubernetes: A Match Made in Heaven?
Join Saiyam Pathak and Ant Weiss to learn the advantages of WebAssembly for the cloud-native ecosystem and the challenges on the way to its adoption.
AWS CUR Release Announcement
Get complete control over Kubernetes costs through detailed tracking, optimization insights, and data-driven strategies.
CrashLoopBackoff Kubernetes: An Ultimate Guide
Kubernetes CrashLoopBackOff errors slowing your deployments? Learn causes, diagnosis commands, and proven fixes.
WASM on Kubernetes made simple with SpinKube
Fermyon's new SpinKube project allows running lightweight WASM workloads natively on K8s, bridging the gap between cutting-edge WASM and K8s.
9 Ways to Spin Up an EKS Cluster Part 2 - AWS CLI
In part 2 of our series 9 Ways Spin Up an AWS Cluster, we show you how to use AWS CLI.
9 Ways to Spin Up an EKS Cluster Part 1: AWS Management Console
Join us as we explore 9 ways to spin up an EKS Cluster, staring with part one: The AWS Management Console.
cgroups and MemoryQoS w/ Bottlerocket
Understand how Bottlerockets new distribution works for process organization and enforcing resource limits EKS clusters running Kubernetes.
Exploring Cluster Cost Monitoring Tools
A guide to cluster cost monitoring: why it matters, key features like real-time tracking and alerts, and a rundown of top tools including PerfectScale, Prometheus, Grafana, and Datadog.
InfraFit and AWS CUR Support Release
PerfectScale now provides more accurate and prescriptive insights, empowering organizations to maximize the utilization and cost-effectiveness.
Who’s Afraid of GitOps?
Join industry expert Ian Miell as he deep dives into GitOps, its challenges, and how to tackle them for large-scale production use.
How can a devops team take advantage of AI?
AI can automate code generation, incident management, predictive analytics, and resource optimization for DevOps teams. Explore top tools and key challenges like data privacy and integration.
Is GitOps really the path forward?
Is GitOps the future? Explore how GitOps uses Git workflows to automate infrastructure and app deployment for managing dynamic, automated environments.
Best Kubernetes Monitoring Tools and Solutions
A guide to top Kubernetes monitoring tools, comparing PerfectScale, Kubernetes Dashboard, Prometheus, Grafana, Datadog, ELK Stack, Sematext, Jaeger, and New Relic.
The Best Kubernetes Management Tools
A guide to six Kubernetes management tools, from PerfectScale's autonomous right-sizing and cost optimization to Rancher, Kubernetes Dashboard, GKE, AKS, and EKS.
Karpenter Monitoring with Prometheus
Optimize Kubernetes autoscaling processes and strengthen your infrastructure with a powerful guide for monitoring Karpenter with Prometheus.
Eliminating Kubernetes Resiliency Risks with PerfectScale
See how PerfectScale boosts K8s stability and resilience by identifying and resolving issues from under-provisioned resources, ensuring a reliable environment.
Optimizing Throughout the Platform Engineering Maturity Model
Join Abby Bangser to learn the role of optimization throughout the Platform Engineering Maturity model and the varying impacts at each level of the model.
[WEBINAR] Fine-tune Your K8s Clusters for Optimal Cost and Performance
Join PerfectScale's Kubernetes optimization experts unveil a strategic approach to fine-tuning your clusters without jeopardizing the app stability.
Putting K8s Resources to Sleep with KEDA
Learn how to use KEDA with a Cron Scaler for time-based scheduling, Custom Metrics API Scaler, and Network Scaler to down-scale your Kubernetes workloads to 0.
Application Sustainability in the Kubernetes Era
Understand K8s role in the path to application sustainability and PerfectScales goal to ensure application stability and sustainability can meet seamlessly.
Jan 2024 Product Releases
Check out PerfectScale's latest innovations including: Node-level Trend Reporting, New Resiliency Risk Indicators, and Alerts Acknowledgements.
Understanding AWS S3 throttling with Examples
How do you avoid AWS S3 throttling issues? Learn from first hand experience from the PerfectScale team with benchmarks on our finding.
EKS IAM: OIDC Vs. Pod Identity
Making the Right AWS IAM Choice. We’ll compare the AWS EKS Pod Identity methodology to the OIDC from a practical viewpoint.
AWS EKS BottleRocket Nodes
Understand the benefits and advantages of AWS BottleRocket and learn how to leverage them with this step-by-step installation guide.
Highlights of 2023: The Year Of Growth For PerfectScale
A look back at PerfectScale's 2023: $7.1M in funding, major product launches like PodFit and carbon visibility, new clients, industry awards, and a tripled team.
AWS RI Reselling Ban
A full breakdown of AWS's policy change that bans on reselling discounted Reserved Instance, effective on January 15, 2024.
PerfectScale achieves AWS SRP Certification
PerfectScale has achieved the prestigious Amazon EKS Service Ready designation, showcasing their commitment to simply Kubernetes optimization for AWS users.
Automate OSS License Checks
Understand how to set up automated workflows to ensure you are in OSS licensing compliance with this step-by-step guide using GitHub Actions.
Product Update: Revision Aware Optimization
PerfectScale launches Revision Aware Optimization, adding an additional layer to ensure K8s cost optimization actions are accurate and safe to implement.
AWS ECS vs EKS: Which One to Choose?
ECS offers simplicity and deep AWS integration with no control plane fee, while EKS delivers Kubernetes flexibility and portability. This guide breaks down the differences to help you choose.
Best Kubernetes Monitoring Tools in 2025
A guide to Kubernetes monitoring: what it is, key metrics to track, pros and cons, and a comparison of top tools like PerfectScale, Prometheus, Grafana, Datadog, and Jaeger.
Understand the Carbon Impact of Your Kubernetes Environment
PrefectScale launches Kubernetes Carbon Footprint Visibility for clusters running in AWS, Azure, and Google Cloud Platform (GCP).
Partner Program
PerfectScale launches partner program, empowering resellers, MSPs and constancy to optimize their clients K8s environments.
Platform Engineering vs DevOps vs. SRE
This blog post will explore the concept of Platform Engineering, the reasons for its increasing importance, and how it differs from SRE and DevOps.
PerfectScale Raises $7.1M to Transform Kubernetes Optimization
PerfectScale secures $7.1M seed funding led by Blumberg Capital, with support from UpWest, Prelude Ventures, and others, totaling nearly $10M since 2022.
Highlighted talks of KubeCon + CloudNativeCon NA 2023
PerfectScale engineers handpick the must-see KubeCon + CloudNativeCon North America 2023 sessions, from Kubernetes cost optimization at Intuit and AWS to batch compute efficiency at Uber.
PerfectScale Recognized as Gartner Cool Vendor
PerfectScale earns Gartner Cool Vendor recognition in Container Management and unveils its upcoming Automated Scaler for continuous, safe Kubernetes workload right-sizing.
Invisible Kubernetes
Platform Engineering evolves with IDPs, boosting speed, productivity, and ensuring the health, stability, and cost-effectiveness of environments.
PerfectScale - AWS Marketplace
Unleashing Next-Gen Kubernetes Resilience and Optimization for Al. Optimize your K8s costs and improve the stability and resilience of your environment.
451 Research: Initial Coverage - PerfectScale
451 Research – S&P Global Market Intelligence has released initial coverage of PerfectScale, analyzing our Kubernetes optimization platform, market trends, and business model.
Kubernetes Cost Optimization and SRE Toil
Reducing K8s costs is an important objective for many companies. But can aggressively optimizing increase SRE toil and firefighting scenarios?
Implementing Autoscaling for Optimal K8s Performance
PerfectScale's CTO, Eli Birger, discusses how properly autoscaling K8s is key to ensuring your enrichment is performing optimally and remaining cost effective.
Karpenter and AWS Reserved Instances
Step-by-step tutorial how to leverage AWS Reserved Instances with Karpenter can help you maximize savings for your Kubernetes cluster
Product Announcements : May 2023 Releases
Check out all the details of our latest product releases including the launch of Alerts and integrations with DataDog and Grafana.
Unlock the Full Potential of Kubernetes Autoscaling
PerfectScale and Opsfleet will cover key strategies for scaling your Kubernetes clusters and best practices to ensure optimal scaling results.
PerfectScale is Officially SOC 2 Compliant
PerfectScale is excited to announce their Kubernetes optimization and governance platform is officially SOC 2 Compliant.
Terraform for Loop: Managing Multiple Resources in Terraform
How to use Terraform for Loop and keys to ensure that Terraform does not accidentally destroy your resources.
Top DevOps Solution 2023
PerfectScale made CIOReviews list of top DevOps Solutions for 2023 for its Kubernetes continious optimization and governance platform.
Monitoring PostgreSQL with Prometheus Operator
Use Prometheus Postgres Exporter to gain deeper insights into the performance, health, and behavior of your PostgreSQL databases.
Jira Integration
Streamline how you cut K8s cloud cost and improve cluster performance and resilience with PerfectScale's Jira Integration.
PodFit Overview
Cut K8s cloud cost while improving system reliability and perfromance with PerfectScale's PodFit solution.
PerfectScale's SaaS Platform is Now Available
PerfectScale's SaaS Platform is now generally available.
Kubernetes Cost Optimization - What Could Go Wrong???
Kubernetes cost optimization involves trade-offs between cost and performance. Explore five common pitfalls and a three-stage strategy from visibility to automated rightsizing.
What’s the Connection Between your Body and your Kubernetes Environment?
Keeping your K8s environment "physically fit" means eliminating unnecessary costs while improving performance and resilience.
PerfectScale: Filling the Gaps in the Kubernetes Optimization Toolset
Learn the origin story of PerfectScale and about our unique approach to Kubernetes Continuous Optmisation
How to Avoid These 6 Common Kubernetes Implementation Mistakes
When starting your Kubernetes journey, it is essential to avoid common mistakes that could slow down or derail the implementation process.
How to Let Your Kubernetes Environment Flourish
Understand how properly configuring Kubernetes resources can improve performance and resilience while lowering your cloud cost.
Shortage of Kubernetes DevOps and Site Reliability Engineers
Check out these 5 strategies that have proven to help companies successfully combat the challenges associated with the lack of skilled K8s professionals.
Is your Kubernetes environment ready for Black Friday?
Do your DevOps and SRE teams have the right Kubernetes solutions in place to ensure a successful Black Friday, Cyber Monday and holiday season?
8 Tips For Rightsizing Your Kubernetes Cluster
8 Kubernetes cluster size best practices to establish and continually maintain the proper Kubernetes requests and limits.
What is the Carbon Impact of Kubernetes?
Get a deep dive into how Kubernetes affects the environment—and why continuous optimization is the key to sustainable software.
The Rise of Kubernetes
Understand the struggles of physical servers and the manual steps in configuring OS, networking, monitoring, firewall, basic libraries, and security patches.
Product Announcement - July Release
Get the details of PerfectScale’s latest PodFit release and see the new capabilities that simplify right-sizing your Kubernetes pods.
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Half your CAST AI bill, fixed for 24 months.
Switch from CAST AI to PerfectScale for Kubernetes and pay half your current bill, fixed for 24 months, with engineer-led migration. Book a demo.
See how PerfectScale right-sizes Kubernetes without restarts
Watch PerfectScale reduce Kubernetes costs by 40% without restarts. Book a 30-minute demo to see continuous right-sizing in your environment.
Get a custom PerfectScale Quote
Watch PerfectScale reduce Kubernetes costs by 40% without restarts. Book a 30-minute demo to see continuous right-sizing in your environment.
Know a team burning cash on Kubernetes?
Make a personal intro to a peer who'd benefit from PerfectScale — and tell them, in your own words, what it did for you.