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The financial services industry is in the middle of a major transformation, driven by new technology and changing customer demands. From digital banking apps to AI-powered advice, tech is changing…

I’ll show console + CLI where useful and give a quick troubleshooting section at the end. 0) Prereqs 1) Create a public hosted zone for rajesh.com Console Route 53 →…

Below is a complete, copy-pasteable, step-by-step guide to put OIDC (Amazon Cognito) + ALB Ingress + gRPC (EKS) behind your DNS with TLS. I’ve included all commands, manifests, and verification…

Here’s a GitHub Self-Hosted Runners FAQ you can use as a quick reference or to share with your team: GitHub Self-Hosted Runners – FAQ 1. What is a self-hosted runner?…

Here’s the exact JMeter setup to create Owners athttp://43.204.220.89:8080/petclinic/owners/new. Thread Group (your load) Config Elements Samplers & Post-Processors 1) GET form page (fetch cookies and optional CSRF) Sampler: HTTP Request…

Introduction As artificial intelligence continues to move from research labs into real-world applications, AI model serving frameworks have become critical infrastructure for businesses in 2025. These tools allow organizations to…

Step-by-step guide to set up and work with alerts in AppDynamics (the screen you shared is the Alert & Respond → Policies page). 0) How AppDynamics alerts are wired You’ll…

Introduction Artificial Intelligence (AI) has rapidly evolved into a core driver of innovation across industries—from autonomous vehicles and robotics to healthcare, finance, and cloud computing. But as models become more…

Introduction In 2025, AI model monitoring tools are indispensable for organizations deploying machine learning models at scale. As AI adoption surges—78% of companies now use AI in at least one…

Introduction In 2025, AI training data platforms have become the backbone of successful machine learning (ML) and artificial intelligence (AI) projects. These platforms streamline the process of collecting, annotating, and…

Introduction In 2025, AI workflow automation tools are transforming how businesses operate, streamlining repetitive tasks, enhancing productivity, and reducing human error. These platforms leverage artificial intelligence to automate complex processes,…

Introduction In 2025, AI API marketplaces have become essential hubs for developers, businesses, and innovators looking to integrate artificial intelligence into their applications. These platforms aggregate AI tools and services—like…

Introduction In 2025, Automated Machine Learning (AutoML) platforms are revolutionizing how businesses and individuals harness artificial intelligence (AI) to build predictive models. AutoML simplifies the complex process of machine learning…

Introduction In 2025, Explainable AI (XAI) tools have become critical for organizations leveraging artificial intelligence while ensuring transparency and trust. XAI focuses on making AI models interpretable, allowing data scientists,…

Introduction In 2025, AI model optimization tools are critical for businesses and developers aiming to maximize the performance, efficiency, and scalability of artificial intelligence systems. These tools streamline the process…

Introduction Edge AI platforms are revolutionizing how businesses process data by enabling artificial intelligence to operate directly on devices at the edge of networks, such as IoT devices, smartphones, and…

Introduction In 2025, reinforcement learning (RL) has solidified its position as a cornerstone of artificial intelligence, powering applications from autonomous vehicles to personalized recommendation systems. RL tools enable developers, data…

Introduction In 2025, AI model deployment platforms have become critical for organizations aiming to operationalize machine learning models at scale. These platforms bridge the gap between model development and production,…

Introduction In 2025, speech-to-text tools, also known as dictation software or voice recognition technology, have become indispensable for boosting productivity, enhancing accessibility, and streamlining workflows across industries like healthcare, education,…

Introduction Text-to-speech (TTS) technology has transformed how we interact with digital content in 2025. By converting written text into natural-sounding audio, TTS tools empower businesses, educators, content creators, and individuals…

Introduction In 2025, speech recognition tools have become indispensable for businesses, educators, healthcare professionals, and individuals seeking to streamline workflows and enhance accessibility. These AI-powered solutions convert spoken words into…

Introduction Computer vision, a transformative field of artificial intelligence, empowers machines to interpret and understand visual data, mimicking human sight. In 2025, computer vision tools are driving innovation across industries…

The meteoric rise of cloud-native development has transformed the way applications are developed, deployed, and managed. Teams use microservices, containers and Kubernetes to deploy software faster than ever before. But…

Introduction Natural Language Processing (NLP) is a transformative branch of artificial intelligence that enables machines to understand, interpret, and generate human language. In 2025, NLP tools are pivotal in industries…

Digital marketing continues to evolve at an unprecedented pace, and organizations are seeking new ways to optimize performance and outcomes. Interestingly, some of the most effective strategies can be borrowed…

Introduction Deep learning, a transformative subset of machine learning, powers advancements in computer vision, natural language processing, and autonomous systems in 2025. By leveraging neural networks with multiple layers, these…

Introduction In 2025, machine learning (ML) platforms have become indispensable for businesses, data scientists, and developers aiming to harness the power of artificial intelligence (AI) to drive innovation. These platforms…

Rajesh KumarI’m a DevOps/SRE/DevSecOps/Cloud Expert passionate about sharing knowledge and experiences. I have worked at Cotocus. I share tech blog at DevOps School, travel stories at Holiday Landmark, stock market…