A Complete Guide to AWS Config Pricing: Optimize Your Costs
Cut AWS Config costs with clear steps on managing resources and reducing evaluations. Optimize your cloud spending by adjusting data retention.
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December 9, 2025
AWS Reserved Instances: A Guide to Cost Savings
Save on AWS compute costs with Reserved Instances. Learn how to optimize your cloud spend and commit to long-term savings today.
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December 9, 2025
Multi-Tenant Kubernetes: Tips, Limitations, and Solutions
Overcome limitations of multi-tenant Kubernetes with best practices in security, isolation, RBAC, and NetworkPolicies. Click to optimize your strategy now!
Published on
December 9, 2025
Effective Amazon RDS Scalability Strategies: A Complete Guide
Optimize Amazon RDS scaling with vertical and horizontal strategies. Improve performance, cost, and availability for your cloud database needs.
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December 9, 2025
Managing Multi-Cloud Kubernetes With Tools & Strategies
Build a smooth multi-cloud Kubernetes setup. Learn how to scale, secure, and operate clusters across clouds without added complexity.
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December 9, 2025
A Guide to Azure Cost Monitoring & Management in 2026
Improve your cloud spending with Azure cost monitoring. Get expert steps to track usage, avoid cost spikes, and optimize resources.
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December 5, 2025
Enabling Autoscaling for a GKE Cluster With 15+ Strategies
Learn how to enable autoscaling in GKE. Use simple steps to keep pods responsive, cut resource waste, and handle traffic changes smoothly.
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December 5, 2025
RDS vs Aurora: Performance, Scalability, & Cost Comparison
Compare Amazon RDS and Aurora for performance, scalability, and cost. Learn which database service best fits your engineering needs and workload requirements.
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December 5, 2025
AWS S3 vs Google Cloud Storage: Which is Better for Storage?
Compare AWS S3 and Google Cloud Storage to find the best cloud storage solution. Explore key features, pricing, security, and performance for your needs.
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December 5, 2025
A Guide to Kubernetes Autoscaling Methods and Best Practices
Discover Kubernetes autoscaling techniques and best practices. Scale workloads, improve performance, and reduce costs with HPA, VPA, and more.
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December 5, 2025
Kubernetes Cost Optimization: 10+ Strategies With Top 5 Tools
Learn how to optimize Kubernetes costs and resources. Discover strategies to scale efficiently, reduce waste, and improve overall cluster performance.
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December 5, 2025
Top 29 FinOps Tools for Engineering Leaders in 2026
Explore the best FinOps tools of 2026 for engineering leaders, designed to automate cloud cost management and reduce operational overhead.
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December 4, 2025
AWS Savings Plans Vs Reserved Instances in K8s: Key Differences
Maximize cost savings with AWS Savings Plans and Reserved Instances in Kubernetes. Learn how to scale effectively while optimizing performance and cost.
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December 1, 2025
Top 27 Kubernetes Management Tools for 2025-26
Find the 27 Kubernetes management tools engineers rely on. Get a simple breakdown of what each tool solves and how it supports large cluster setups.
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December 1, 2025
Top 20 Practical Azure Cost Optimization Strategies in 2026
Achieve Azure cost optimization with 22 proven strategies. Cut waste, optimize resources, and improve performance across your cloud environment.
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December 1, 2025
Top 25 Azure Cost Optimization Tools for Engineering Teams in 2025-26
Find Azure cost optimization tools that rightsize compute, storage, and databases based on real workload patterns. Reduce waste and improve performance.
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December 1, 2025
Top 17 Cloud Cost Optimization Strategies for 2026
Discover 17 cloud optimization strategies for 2026. Save money, scale efficiently, and improve performance with actionable, expert insights.
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December 1, 2025
Amazon S3 Bucket Storage Basics: The 2025 Cloud Storage Guide
Master Amazon S3 bucket storage and functions. Discover smart cost-saving tips and how Sedai’s AI-driven automation keeps your storage efficient and secure.
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November 20, 2025
AWS Elasticsearch Guide 2026: Performance & Cost
Master AWS Elasticsearch basics, learn to troubleshoot shard issues, prevent downtime, and optimize queries. See how Sedai’s AI reduces manual work and cuts costs.
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November 20, 2025
Cloud Data Warehouse Guide 2026: Key Features & Benefits
Learn key cloud data warehouse features and benefits. See how Sedai’s AI automation cuts cloud costs and boosts performance for your data workloads.
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November 20, 2025
AWS Graviton Guide 2026: Benefits, Pricing, Use Cases
Understand AWS Graviton processor benefits, pricing, and ideal use cases. Learn how Sedai helps optimize it automatically.
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November 20, 2025
The Practical Guide to AWS S3 Cost Management in 2025
Master AWS S3 pricing. Break down storage classes, uncover hidden costs, and explore how Sedai helps reduce S3 cost autonomously.
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November 20, 2025
Amazon S3 Express One Zone: Key Insights for 2025
Get started with Amazon S3 Express One Zone. Learn how it delivers ultra-fast storage and how Sedai ensures cost-effective, AI-driven optimization.
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November 20, 2025
AWS GPU Instances: Best Practices and Tips
Explore best practices for AWS GPU instances. Learn how to optimize performance and reduce costs with Sedai’s AI.
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November 20, 2025
Google Cloud SQL: The Practical Guide For 2025
Learn how to optimize Google Cloud SQL for performance and cost. Explore best tools and strategies plus Sedai’s AI-driven savings.
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November 20, 2025
How to Estimate Google Dataflow Costs and Pricing
Understand Google Dataflow costs, pricing components, and cost-saving strategies. Learn how Sedai automates Dataflow optimization safely.
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November 20, 2025
Optimizing Google Dataflow for High Availability and Performance
Tune and optimizing Google Dataflow for maximum availability and performance.
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November 21, 2025
ECS vs EKS (K8s flavor): Which AWS Container Platform to Pick?
ECS vs EKS (K8s flavor): A 2025 guide to cost, complexity, Fargate trade-offs, migration playbooks, and when to pick each AWS container platform.
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November 20, 2025
RDS vs Azure SQL: Differences, Performance & Costs Explained
Compare Amazon RDS vs Azure SQL across performance, scaling, cost, architecture, and migration paths. Learn which platform fits your workload and engineering roadmap.
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November 20, 2025
Cloud vs Lambda: How to Choose Between GCP VMs and Serverless
Compare AWS Lambda, GCP Cloud Functions, and GCP VMs for performance, cost, and scalability. Learn when serverless or VMs fit your workload best.
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November 18, 2025
How to Set Up Amazon EC2 with VPC the Right Way: A 2025 AWS Guide
Learn how to integrate Amazon EC2 with Amazon VPC. Explore setup, best practices, and architecture tips for secure, scalable AWS deployments.
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November 18, 2025
Azure VM Sizes & Pricing: A 2025 Guide for Engineering Teams
Explore Azure VM sizes, pricing models, and cost strategies. See how engineering teams balance performance and spend through continuous optimization.
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November 18, 2025
Understanding and Setting Up Auto Remediation
Discover the benefits of auto remediation in cybersecurity and IT operations. Learn how platforms like Sedai use automation to improve efficiency, reduce manual workloads, and enhance team productivity.
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November 13, 2025
What Is S3 Intelligent-Tiering? A Guide for Engineering Teams
Discover how Amazon S3 Intelligent-Tiering automatically moves data between storage tiers to cut cloud storage costs and simplify data management.
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November 13, 2025
Amazon RDS vs S3: Choosing the Right AWS Storage Solution
Compare Amazon RDS vs S3 to find the best AWS storage for your workload. Learn cost, performance, and scalability trade-offs for engineering teams.
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November 12, 2025
Amazon EC2 (2025): Expert Guide to Instances, Cost & Automation
Master Amazon Elastic Compute Cloud (EC2), choose the right instances, cut cloud costs, enhance performance, and automate reliability at scale.
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November 12, 2025
Azure API Management 2026: Overview & Key Concepts
Get the most out of Azure API Management in 2025. This guide covers setup, security, integrations, and AI-driven optimization to streamline your APIs.
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November 10, 2025
AWS Fargate: Features, Pricing & Cost Optimization
Learn how AWS Fargate works, its key features, pricing models, cost comparisons, and optimization tips to enhance your cloud infrastructure efficiency.
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November 5, 2025
Optimize AWS WorkSpaces Costs: 2026 Engineer’s Guide
Understand AWS WorkSpaces cost structures from hourly and monthly billing to advanced options. Discover pricing drivers and cost-saving strategies. Optimize your AWS WorkSpaces cost now!
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November 5, 2025
AWS EFS Cost Guide 2026: Pricing & Optimization
Get a clear breakdown of AWS EFS pricing, from storage tiers to throughput costs, and see how engineering teams can manage and cut file-system spend.
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November 5, 2025
Amazon EKS Guide 2026: Build and Scale Kubernetes on AWS
Explore how Amazon EKS works in 2026. Learn key features, pricing, and best practices for building and scaling production-ready Kubernetes on AWS.
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November 4, 2025
Top 27 Kubernetes Management Tools for 2026
Find the 27 Kubernetes management tools engineers rely on. Get a simple breakdown of what each tool solves and how it supports large cluster setups.
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November 28, 2025
12 Top FinOps Tools for Engineering Leaders in 2025
Explore the best FinOps tools of 2025 for engineering leaders, designed to automate cloud cost management and reduce operational overhead.
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October 6, 2025
Top 10 AWS Cost Optimization Tools in 2025
Explore the top 10 AWS cost optimization tools in 2025 that help engineering teams cut costs, boost efficiency, and optimize cloud resources effectively.
Published on
September 30, 2025
Top 25 Azure Cost Optimization Tools for Engineering Teams in 2025
Discover the top 25 Azure cost optimization tools for 2025, helping engineering teams automate cloud cost management and reduce waste effectively.
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September 29, 2025
Cloud Optimization Services: What Engineering Leaders Need to Know
Discover how rightsizing, FinOps, and sustainability practices work together in cloud optimization services to cut waste and increase ROI for engineering teams.
Published on
September 24, 2025
Top 14 Cloud Cost Optimization Tools in 2026
Discover the top cloud cost optimization tools for 2025, helping engineering leaders automate savings, optimize resources, and reduce cloud waste.
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November 28, 2025
Kubernetes Cost Optimization Guide 2025-26
Learn Kubernetes optimization with this guide to reduce costs, improve performance, and enhance efficiency using the best tools and strategies for 2025.
Published on
November 28, 2025
Multi-Cloud Management: The Best Platforms for 2025
Explore the top multi-cloud management platforms for 2025, with insights on reducing complexity, improving performance, and boosting ROI through automation.
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September 8, 2025
Cloud Cost Optimization 2026: Visibility to Automation
Engineering leaders face millions in wasted cloud spend. Learn how to optimize costs, maintain performance, and manage resources efficiently
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November 28, 2025
What is Cloud Automation? A Complete Guide
Explore cloud automation in 2025 and why autonomous systems are critical for engineering leaders to manage modern cloud environments safely.
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November 28, 2025
Reduce Amazon RDS Costs: 2026 Pricing Breakdown
This blog breaks down Amazon RDS cost optimization into actionable strategies: estimating costs, identifying inefficiencies, using monitoring tools, and avoiding common mistakes. You’ll learn how automation, especially with Sedai, can help reduce RDS spend by eliminating waste and right-sizing resources in real time.
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July 23, 2025
AWS Cost Explorer Guide 2026: Track and Reduce Cloud Spend
Discover how to use AWS Cost Explorer to track spending, view usage trends, and find savings. Get step-by-step insights to control cloud costs in 2026.
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July 23, 2025
AWS EBS Basics 2026: Block Storage Guide
AWS EBS can be very helpful for your cloud, but it needs to be managed properly. Otherwise, it can cause volumes to bloat your bill, increase GP3 credits that vanish mid-query, and cause IO2 volumes to cost more than your dev team's coffee habit. This guide will help choosing the right volume type (without the trial-and-error), automating snapshot lifecycles before they bankrupt you, and fixing performance issues before users notice.
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July 23, 2025
Datadog Pricing & Cost Optimization Guide 2026
Learn Datadog pricing, key cost drivers, and ways to cut observability spend. See how Sedai automates cost control with real-time insights.
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July 17, 2025
Amazon EMR Architecture & Optimization Guide 2026
Most teams shouldn't waste time managing EMR clusters. Sedai automates rightsizing, scaling, and killing idle jobs, allowing engineers to focus on what matters, reduce EMR costs, and streamline operations.
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July 17, 2025
AWS Database Migration Service: An In-Depth Guide for 2025
For cloud migrations, Engineers need a fast, reliable, and automated solution. AWS Database Migration Service ensures seamless, secure transfers with minimal downtime while maintaining data integrity
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July 17, 2025
What Is Azure Blob Storage? Basics, Types, and Access Tiers
Learn Azure Blob Storage basics, key concepts, containers, and how Hot, Cool, Cold, and Archive tiers organize and optimize your data.
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July 17, 2025
Software Performance Optimization: The Expert Guide for 2025
Engineers shouldn’t have to spend hours optimizing the performance of each software application, and then constantly monitoring these applications to adjust for changes and fix issues. These engineers need to integrate performance optimization across the DevOps lifecycle, and then use AI tools to adapt to changes and fix issues, so they can focus on what matters.
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June 17, 2025
Best Cloud Storage Providers in 2025: What You Need to Know
Compare leading cloud storage providers like AWS S3, Azure Blob, and Google Cloud Storage in 2026 and learn how Sedai cuts cost and boosts performance.
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June 17, 2025
AWS Secrets Manager: A Quick Guide to Safe Credential Storage
Engineers can stop manually rotating credentials with AWS Secrets Manager, which securely stores and auto-rotates secrets. Sedai, the cloud's AI brain, optimizes settings, scales resources, and reduces costs automatically for faster apps and lower cloud expenses.
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June 17, 2025
Snowflake Database 101: Cloud-Native Data Warehousing Guide 2026
Engineers can explore Snowflake’s elastic compute, instant cloning, and multi-cloud support. Learn how to drop infrastructure burdens and focus on analytics.
Read full storyAmazon RDS for Beginners: How to Optimize & Save Costs in 2025
Engineers shouldn’t have to invest countless hours configuring and managing infrastructure when starting with cloud databases. With Amazon RDS, they can integrate database management seamlessly into their workflow. RDS handles automation and reduces the need for manual adjustments, so engineers can stay.
Read full storyStep-by-Step Guide to Optimizing Azure Virtual Machines
Discover essential steps to optimize Azure VM performance, from right-sizing and storage choices to networking enhancements. Learn how Sedai’s autonomous cloud optimization platform streamlines these tasks, delivering continuous, proactive optimization to ensure efficient, reliable VM performance without manual intervention.
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April 30, 2025
Basic Concepts of High Availability for Cloud-Based Applications: A Guide
Explore the critical aspects of high availability (HA) in cloud environments and discover strategies to minimize downtime and enhance performance. Learn how to implement redundancy, proactive monitoring, and failover mechanisms, while leveraging AI-driven solutions like Sedai to optimize resource allocation and ensure uninterrupted service.
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April 30, 2025
How Engineers Save on AWS EMR Costs: 2026 Guide
Managing AWS EMR costs effectively is crucial for optimizing cloud expenses while maintaining performance. This article explores key strategies to reduce EMR cluster costs, including right-sizing instances, leveraging spot instances, enabling auto-scaling, and optimizing data storage. By implementing these best practices, businesses can significantly lower their cloud computing expenses while ensuring efficient big data processing.
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April 17, 2025
Cloud Optimization Tools 2026: Buying Criteria & Key Features
Choosing the right cloud optimization tool is key to managing costs and performance. This guide covers cost vs. architectural optimization, TCO, automation, and security. It also highlights Sedai’s AI-powered automation for minimizing cloud waste and improving efficiency across AWS, Azure, and Google Cloud.
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April 17, 2025
How to Choose Savings Plans & RIs for AWS, Azure & GCP
This guide compares AWS, Azure, and GCP savings options to help businesses optimize cloud costs. Discover the benefits of AWS's flexible plans, GCP's no-upfront savings, and Azure’s structured reservations, and learn how AI-driven tools like Sedai’s autonomous optimization ensure continuous, cost-effective cloud management.
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April 17, 2025
AWS vs Azure vs GCP VMs: 2026 Comparison for Cloud Engineers
Choosing the right virtual machine (VM) provider is crucial for businesses looking to optimize performance, scalability, and cost-effectiveness in the cloud. This article compares AWS EC2, Azure Virtual Machines, and Google Compute Engine (GCE), breaking down their features, pricing models, and use cases. We explore key aspects like instance types, performance, networking, security, and cost structures to help you determine which cloud provider best suits your needs.
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April 17, 2025
Complete Guide to Cloud Computing Costs 2026
Discover strategies to manage cloud computing costs across AWS, Azure, and Google Cloud in 2025. This article offers an in-depth comparison of pricing models, hidden fees, and key cost components such as computing, storage, and networking. Learn how to calculate total cloud expenses and make informed decisions based on your infrastructure needs and cloud provider. Additionally, uncover best practices for optimizing cloud resources through techniques like right-sizing, autoscaling, and leveraging discounts to achieve cost-efficiency across your cloud environments.
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April 15, 2025
Amazon EC2 Spot Instances Guide 2026: Savings & Automatio
AWS Spot Instances can help businesses cut EC2 costs by up to 90%, but their unpredictability makes them challenging to manage. With Sedai’s AI-powered automation, you can seamlessly optimize Spot Instance usage, prevent service disruptions, and maximize cloud savings—without manual effort. Sedai dynamically shifts workloads between Spot, On-Demand, and Reserved Instances, ensuring high availability and cost efficiency.
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April 15, 2025
Google Cloud Dataflow vs AWS Kinesis: Full Comparison 2026
Google Cloud Dataflow and AWS Kinesis Data Analytics are two leading solutions for real-time data processing, each catering to different needs. Dataflow offers a unified model for batch and stream processing using Apache Beam, making it ideal for complex workflows. Kinesis Data Analytics, on the other hand, provides low-latency stream processing with deep AWS integration. This blog compares their architecture, scalability, cost, security, and use cases to help you choose the best fit for your data pipeline. Plus, discover how AI-driven optimization with Sedai can enhance performance and cost efficiency.
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April 15, 2025
Optimize Amazon EKS Costs: Engineer’s Strategy Guide
Discover key strategies to optimize Amazon EKS costs, from resource right-sizing and autoscaling to efficient instance selection. Understand how Sedai’s autonomous platform drives cost-effective management by continuously monitoring and adjusting workloads in real time, reducing the need for manual intervention. Learn how proactive optimization through tools like Sedai can help you control expenses across EKS components—like EC2 instances, storage, data transfer, and load balancing—ensuring a scalable, high-performing Kubernetes environment on AWS that aligns with your budget.
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April 4, 2025
Sedai Recognized as Leader and Outperformer in 2025 GigaOm Radar for Kubernetes Resource Management
Sedai has been recognized as both a Leader and Outperformer in the 2025 GigaOm Radar for Kubernetes Resource Management. Discover how our AI-powered platform delivers 15-50% cloud cost reduction while improving application performance by up to 30% for enterprises like Palo Alto Networks, Experian, and HP.
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March 29, 2025
AKS Spot Instances: Add Spot Node Pools and Handle Evictions
This blog explores how to use Spot Instances in Azure Kubernetes Service (AKS) to scale workloads while maximizing cost savings. It covers adding Spot Node Pools, best practices for managing evictions, and optimizing Kubernetes costs using Spot VMs. You’ll learn how tools like Cluster Autoscaler and Sedai’s autonomous optimization can help maintain high availability even with potential interruptions. By blending Spot and On-Demand instances, you can strike the perfect balance between resilience and efficiency, achieving a scalable, cost-effective AKS environment with minimal manual intervention.
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March 24, 2025
Understanding the Difference between SLAs, SLOs, and SLIs
This article explores the critical roles of Service Level Agreements (SLAs), Service Level Objectives (SLOs), and Service Level Indicators (SLIs) in enhancing business performance and customer satisfaction. It emphasizes best practices for implementation and highlights how Sedai's innovative solutions optimize service level management through automation and real-time adjustments.
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March 21, 2025
Choosing Azure VM Instance Types for Rightsizing
This article explores the importance of rightsizing Azure Virtual Machines (VMs) to optimize both cost-efficiency and performance. It covers various Azure VM instance types and provides best practices for determining the right size based on specific workloads. Key tools like Azure Advisor and Azure Monitor are highlighted for continuous monitoring and optimization, while Sedai's AI-driven platform is recommended for autonomous VM rightsizing. The blog also discusses common challenges in manual rightsizing, the benefits of vertical and horizontal scaling, and the need for continuous optimization to meet evolving business demands.
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March 21, 2025
Strategies for AWS Lambda Cost Optimization
This article delves into effective strategies for optimizing AWS Lambda costs, focusing on memory allocation, request management, and leveraging ARM-based architectures. It outlines cost-saving techniques, including the benefits of provisioned concurrency and batching requests, to reduce invocation frequency. Additionally, the article highlights the role of Sedai’s autonomous optimization platform, which adjusts configurations in real-time to align Lambda functions with both performance targets and budgetary constraints, ensuring efficient cost management in serverless operations.
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March 21, 2025
AWS Auto Scaling 2026: Features, Use-Cases & Cost Savings
AWS Auto Scaling automatically adjusts cloud resources to optimize performance and costs. Integrated with Sedai, businesses benefit from AI-powered resource management, automated scaling, and real-time cost optimization. This combination helps reduce over-provisioning and ensures peak cloud infrastructure performance.
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March 21, 2025
Lambda vs EKS vs ECS vs EC2: A Practical Comparison
Optimizing cloud costs and performance is a challenge for many enterprises, with AWS services like Lambda, EKS, ECS, and EC2 offering different capabilities. This guide compares these services based on scalability, cost, ease of management, and performance to help you choose the right fit for your cloud applications. Whether you need a serverless solution, container orchestration, or full infrastructure control, understanding the trade-offs can streamline operations.
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March 21, 2025
Detect Unused & Orphaned Kubernetes Resources
Optimize your Kubernetes clusters with Sedai! Discover how our autonomous platform detects orphaned resources, improves performance, and reduces costs. Sedai fine-tunes workload configurations, manages resources efficiently, and ensures scalability.
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March 21, 2025
Workload Rightsizing in Amazon EKS: Steps, Tools & Savings
This post explores the importance of workload rightsizing in Amazon Elastic Kubernetes Service (EKS) for enhancing cost efficiency and application performance. It covers strategies for configuring CPU and memory requests, utilizing autoscalers like Horizontal Pod Autoscaler (HPA) and Vertical Pod Autoscaler (VPA), and leveraging observability tools for continuous monitoring. The role of Sedai's AI-driven platform is emphasized as a key solution for automating rightsizing processes, ultimately helping organizations optimize resource utilization and adapt to changing workload demands effectively.
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March 21, 2025
AWS Lambda Optimization Tools & Techniques 2026
This comprehensive guide explores top AWS Lambda optimization tools for 2025, addressing key challenges like memory tuning, cold start management, and concurrency issues. The article highlights five specialized optimization solutions including Sedai (AI-powered real-time optimization), Lambda Power Tuning (memory allocation optimization), AWS Compute Optimizer (machine learning recommendations), AWS Lambda Cold Start Annotations (latency analysis), and manual tuning approaches.
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March 21, 2025
Bin Packing and Cost Savings in Kubernetes Clusters on AWS
Efficient bin packing in Kubernetes optimizes resource usage, reducing AWS EC2 costs. This guide explores strategies like NodeResourcesFit and custom schedulers for better performance. Sedai's autonomous solution leverages application awareness to enhance node utilization, providing significant cost savings and efficiency.
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March 18, 2025
AWS Lambda Concurrency Explained: Setup & Optimization
This article explores the importance of optimizing AWS Lambda concurrency for handling high-demand scenarios. It highlights key concurrency controls, monitoring methods, and the benefits of using Sedai for autonomous optimization to reduce costs and ensure efficient, scalable performance.
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March 18, 2025
Azure Kubernetes Service (AKS) Cost Optimization Guide 2026
This blog dives into effective strategies for optimizing Azure Kubernetes Service (AKS) costs, focusing on resource right-sizing, autoscaling, and leveraging cost-saving pricing models like Spot VMs and Reserved Instances. It highlights best practices such as regular resource audits, tagging for cost tracking, and training teams on cost-efficient Kubernetes practices. The blog also introduces Sedai’s autonomous optimization platform, which automates resource adjustments and scaling to minimize costs while maintaining performance. Practical insights and actionable tips empower teams to manage AKS clusters efficiently, balance cost with reliability, and thrive in a cloud-driven environment.
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March 10, 2025
22 Best AWS Cost Optimization Tools & 12+ Strategies for You
Find out 22 top AWS cost optimization tools to track usage, reduce waste, and improve cloud savings. Learn strategies to manage your cloud costs effectively.
Published on
December 10, 2025
Top 20 Practical Azure Cost Optimization Strategies in 2026
Achieve Azure cost optimization with 22 proven strategies. Cut waste, optimize resources, and improve performance across your cloud environment.
Published on
November 28, 2025
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