• LLM-as-a-judge-amazon-nova-and-claude

    Amazon Bedrock’s LLM-as-a-Judge: Automate AI Evaluation with Nova Lite + Claude

      Evaluating your LLM’s quality should not cost you too much money or even weeks of your time.  You’re probably  stuck in a limbo of choosing between two options that have their own drawbacks: Automated metrics like BLEU, ROUGE and accuracy scores? Sure, they are quite fast and cheap, [...]

  • a-beginners-guide-to-the-machine-learning-pipeline-on-gcp

    A Beginner’s Guide to the Machine Learning Pipeline on GCP

    When people hear the term "machine learning," they often imagine complex math, advanced algorithms, or mysterious "AI magic" happening behind the scenes. In reality, machine learning on the cloud is far more practical and structured than it may sound. At its core, an ML pipeline is a series of [...]

  • Building a Cost-Aware RAG Application with Amazon Bedrock

    What if your Client can have a Chatbot that throws a highly accurate responses based on your documents? Without having a guilt of the monthly expenses. Without even subscribing to any costly,  AI-support subscriptions. Only pay per inquiry requests to your model provider,  and of course only costs you [...]

  • IAM Policy Autopilot Feature Image

    Zero-Sweat: A Comprehensive Guide to IAM Policy Autopilot

    Picture this: your application works perfectly on your local machine. You deploy it to AWS, then immediately hit an “Access Denied” error. If you’ve worked with AWS for any length of time, you’ve experienced this. What follows is usually a frustrating dive into IAM documentation, trial-and-error permission updates, and [...]

  • Claude code visuals

    The Year of the Agent: Anthropic’s Claude AI Models and Agents

      Looking back on the past year of 2025 coding with the help of artificial intelligence, we can safely say that it was the year of agents, especially pioneered by Anthropic with Claude Code. AI products have matured to offer highly reliable agents that can understand, navigate, and work [...]

  • Shifting Left with AI Key AWS Security Launches from reInvent 2025

    AI-Driven Cloud Security at AWS re:Invent 2025

    Cloud computing continues to accelerate at a pace that traditional security models were never designed to support. Development teams now provision infrastructure in minutes, deploy services continuously, and scale applications automatically. However, security processes often lag behind this speed. In many organizations, security still enters the workflow after key [...]

  • Amazon Q in Practice: How AWS’s AI Assistant Actually Works for Businesses and Developers

    Amazon Q is often introduced as AWS's generative AI assistant, but that description doesn't really explain why it exists or how it behaves once you start using it. If you treat Amazon Q like a general chatbot, it can feel restrictive or underwhelming. If you treat it as an [...]

  • AWS Security Agent Context Aware Application Security Featured Image

    AWS Security Agent: Context-Aware Application Security

    The Problem: Security Can't Keep Up In the current engineering landscape of our industry, modern software teams are supposed to be built to be able to move fast. Continuous integration, automated deployments, and agile workflows have seen the rise of weekly and even daily releases to be the norm. [...]

  • Detecting and Redacting PII with Amazon Comprehend

    Automating PII Detection and Redaction with Amazon Comprehend

    Organizations today are entrusted with enormous amounts of sensitive information. Customer support logs, healthcare records, financial transactions, and even training datasets often contain Personally Identifiable Information (PII) such as names, phone numbers, email addresses, or credit card numbers. Protecting this information is not just a matter of compliance with [...]

  • LLM Text Summarizer Extension Tutorial Article

    Build a Model-Agnostic AI Text Summarizer Web Extension

    Browser extensions are a great way to bring AI directly into your everyday workflows. Instead of copying text into external tools and websites to be summarized, you can do it right on the page. In this tutorial, we'll build a lightweight, model-agnostic Chrome extension that summarizes selected text using [...]

  • aws certified cloud practitioner vs microsoft azure az900

AWS Certified Cloud Practitioner vs Microsoft Azure AZ-900 Exam

AWS Certified Cloud Practitioner vs Microsoft Azure AZ-900 Exam One way to boost your career in the cloud computing space is through certifications. These exams will help validate your current understanding and knowledge in the cloud. Cloud service providers offer different learning paths such as Cloud Architect, Cloud Developer, and Cloud Administrator.  Both AWS and Microsoft have introductory certifications that will test your understanding of the basics. AWS has what they call the AWS [...]

  • Amazon SES Cheat Sheet

Amazon SES

Bookmarks Common Use Cases Features Methods of Sending Emails Testing Amazon SES Concepts Email Authentication Methods Email Sending Requests Dedicated IP Addresses vs Amazon SES IP Addresses Security Pricing Limits Amazon SES Cheat Sheet A cost-effective and scalable email service that enables you to send mail from within any application. A regional service. Amazon SES is for applications that need [...]

  • google cloud certifications path

Google Cloud Certifications Path

Bookmarks Associate Cloud Engineer Professional Cloud Architect Professional Cloud Developer Professional Data Engineer Professional Cloud DevOps Engineer Professional Cloud Security Engineer Professional Cloud Network Engineer Professional Collaboration Engineer Professional Machine Learning Engineer In the previous article, we talked about the most in-demand Azure Certifications in the market today. In this article, we'll discuss the certifications offered by Google Cloud, which is currently [...]

  • azure certifications path

Azure Certifications Path

Bookmarks Azure Fundamentals (AZ-900) Azure Administrator Associate (AZ-104) Azure Developer Associate (AZ-204) Azure Solutions Architect Expert (AZ-104 and AZ-305) Azure DevOps Engineer Expert (AZ-104/AZ-204 and AZ-400) In the previous article, we have discussed the different AWS Certifications path. In this article, we will give you an overview of the top and most in-demand Azure certifications today. Azure Fundamentals (AZ-900) Purpose The AZ-900 Microsoft Azure Fundamentals certification [...]

  • aws certification

AWS Certification Path

Before jumping into the different AWS certification paths, it's good to first learn the benefits of being AWS certified through this short article. It is also important to note that AWS has scrapped the prerequisite for Professional-level exams. Previously, you could only take the Professional-level exams (Solutions Architect Professional and DevOps Engineer Professional) after passing their Associate-level counterparts. Now, you can take any AWS exam without the need to pass any prior AWS exam, [...]

  • aws azure gcp certifications path

AWS, Azure, and GCP Certifications Path

In cloud computing and the IT industry in general, one way to prove that you know what you’re talking about is through certifications. If you are new to cloud, you might be wondering which AWS, Azure or Google Cloud certification exam is suitable for you. The first thing you need to do before you start is to write down your purpose in getting certifications. Is it for career growth, financial growth, or personal growth? [...]

  • Amazon QLDB Cheat Sheet

Amazon Quantum Ledger Database (QLDB) (Retired)

Bookmarks How it Works Common Use Cases Components Of QLDB Performance Scalability Reliability Backup and Restore Security Pricing Limitations Amazon Quantum Ledger Database Cheat Sheet ⚠️ SERVICE DEPRECATION NOTICE AWS announces the end of support for Amazon Quantum Ledger Database (QLDB). End of Support: The service discontinued fully on July 31, 2025. Migration: AWS recommends migrating existing QLDB workloads to Amazon [...]

  • common use cases of cloud computing

10 Common Use Cases of Cloud Computing

In the previous post, we gave you a few compelling reasons why you should learn cloud computing. In this section, we'll share with you the 10 most common use cases of cloud computing. Cloud computing is a powerful way of quickly building I.T infrastructures that can scale at any time. Large businesses and corporations have started moving their operations into the cloud as early as a decade ago. And most of them have attributed [...]

  • Amazon DocumentDB Cheat Sheet

Amazon DocumentDB

Bookmarks How it Works Use Cases Performance Scaling Reliability Backup and Restore Security Pricing Limitations Amazon DocumentDB Cheat Sheet Fully managed document database service designed to be fast, scalable, and highly available. Data is stored in JSON-like documents. Compatible with MongoDB. Flexible schema and indexing. Commonly used for content management, user profiles, and real-time big data. How it Works An Amazon DocumentDB [...]

  • AWS DataSync vs Storage Gateway

AWS DataSync vs Storage Gateway

Learn more about the use cases and differences between AWS Data Sync and Storage Gateway in this comparison table:   DataSync Storage Gateway Description AWS DataSync is an online data transfer service that simplifies, automates, and accelerates the process of copying large amounts of data to and from AWS storage services over the Internet or over AWS Direct Connect. AWS Storage Gateway is a hybrid cloud storage service that gives you on-premises access to [...]

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