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Discover how agentic AI is flipping the performance engineering paradigm. Learn how to evolve from a "loop tuner" to a "constraints governor" with our checklist for AI-proof SLOs.

In a rapidly changing world, to keep the audience glued to websites, designs are frequently changed, and more features are constantly added. As such, rapid shipping is the norm. When designs change frequently, or new components get added, a system/workflow needs to be in place to enable such rapid changes. ​ Our cases: ​ Challenges: ​ Enabling development of frontend components and viewing those components with multiple themes during development. Enabling component UI/UX revi

In the world of Site Reliability Engineering (SRE), trust, knowledge, and execution matter more than anything else. When our team was presented with the opportunity to support one of the leading clients in the inference systems domain, we knew the competition would be fierce. Many well-established and much larger organizations were bidding for the same project. Yet, we saw this as an opportunity to prove that expertise, dedication, and the right approach can outweigh size and

Introduction Deploying web applications manually can be time-consuming and error-prone. Automating the deployment process ensures consistency, reduces downtime, and improves efficiency. In this blog, we will explore how to automate web application deployment on AWS EC2 using GitHub Actions. By the end of this guide, you will have a fully automated CI/CD pipeline that pushes code from a GitHub repository to an AWS EC2 instance, ensuring smooth and reliable deployments. Prerequ

We conducted SPDK bdevperf tests on an AWS EC2 r8gd.metal-24xl instance, focusing on single CPU core performance under high I/O load. Our objective was to demonstrate a CPU-bound workload. Results show low I/O wait and high CPU utilization, confirming the CPU is the limiting factor. The 2-disk configuration achieved the highest throughput, indicating a CPU saturation point. 1. Performance Results Summary  (100-second duration) Below is a consolidated view of our 100-second bd

Complex computing environments, spanning cloud, HPC, AI, and edge workloads; observability is no longer optional. With multiple layers of hardware and software working together, traditional monitoring alone cannot surface the insights needed for optimizing performance or preventing downtime. At Whileone Techsoft Pvt. Ltd. , we help companies go beyond monitoring by building deep observability frameworks that connect performance benchmarking , system analytics , telemetry , an

Operational Excellence for Service-Driven Enterprises As businesses increasingly deploy services and in production environments, the reliability and uptime of servers have become a critical need. These workloads are often hosted in hybrid setups, including dedicated data centers and public clouds, where even brief outages can impact performance, user trust, and business outcomes. To meet these demands, a dedicated Site Reliability Engineering (SRE) team provides comprehensive

Regression testing   in CI/CD plays a crucial role in maintaining software quality and reliability. Re-running previously executed tests ensures that new code changes do not break existing functionality. Implementing CI/CD in GitLab Since our repository is used by multiple teams, we have implemented CI/CD at the Git level  using GitLab. Our pipeline follows a structured approach, defined in a .yml file. 1. Test Stage When a merge request is created, the following steps are e

Introduction Deploying web applications manually can be time-consuming and error-prone. Automating the deployment process ensures consistency, reduces downtime, and improves efficiency. In this blog, we will explore how to automate web application deployment on AWS EC2 using GitHub Actions. By the end of this guide, you will have a fully automated CI/CD pipeline that pushes code from a GitHub repository to an AWS EC2 instance, ensuring smooth and reliable deployments. Seamles

For the past few months, my team and I at WhileOne Techsoft Pvt. Ltd. have been helping our customer setup a system wherein access to a remote server in the cloud for testing can be granted to users. One of our client’s requirements is to generate SSH keys from the JIRA board. In JIRA use a custom script to generate SSH keys which will help our client for project automation. SSH key pairs are two cryptographically secure keys that can be used to authenticate a client to an S

Kubernetes, also known as K8s, is an open-source system for automating deployment, scaling, and management of containerized applications. Kubernetes is an open source container orchestration engine for automating deployment, scaling, and management of containerized applications. The open source project is hosted by the Cloud Native Computing Foundation (CNCF).So if you are a developer and not familiar with kubernetes CLI, then the kubernetes client will help you to interact w