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Everything I learned using AWS and Terraform

2025-10-03T13:22:32+00:00

In this article, I will walk you through what I have learned while developing a system in AWS using Terraform. For context, I created this project as a requirement for my previous internship. I will provide the GitHub repository for the requirements, architecture, and execution steps. This project implements a highly scalable and available web application adhering to the best practices regarding availability, scalability, and reliability. I have developed this project for nearly four weeks, enhancing my skills in Cloud, Infrastructure as code, and engineering altogether, and here are some of the lessons I have learned and applied during the [...]

Everything I learned using AWS and Terraform2025-10-03T13:22:32+00:00

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps

2025-09-29T02:21:47+00:00

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps When people hear about AWS Lambda, they usually imagine tiny snippets of code that run briefly in response to an event. It might be a function that resizes an image after it’s uploaded, or one that processes a payment notification before disappearing again. Lambda is built for these short, event-driven tasks, which makes it incredibly powerful but also somewhat limited in perception. After all, who would think of Lambda as a place to host an entire website? This is where the AWS Lambda Web Adapter changes the game. Instead of [...]

AWS Lambda Web Adapter: Turning Functions Into Full-Fledged Web Apps2025-09-29T02:21:47+00:00

Mastering Cloud-Based Semantic Search: Advanced Cloud Search Architectures Made Easy

2025-09-26T10:14:10+00:00

In today's AI-driven world, finding information based on meaning and context rather than exact keywords has become crucial. Good thing we now have vector search, enabling semantic search, personalized recommendations, image similarity, and more. However, building and managing vector search infrastructure can be complex. Fortunately, AWS offers zero-infrastructure managed services that let you implement powerful vector search capabilities without worrying about servers, scaling, or maintenance. Let's walk through creating a simple yet effective vector search demo using AWS services within the Free Tier so you can follow along without incurring costs. What is Vector Search? Vector search is a groundbreaking [...]

Mastering Cloud-Based Semantic Search: Advanced Cloud Search Architectures Made Easy2025-09-26T10:14:10+00:00

Migrating to AWS Cloud Infrastructure

2025-09-27T09:10:08+00:00

Have you ever considered where all your company’s files and apps are being stored? Traditionally, they are stored inside physical servers or computers in data centers. In these setups, rooms are full of servers needing power, air conditioning, and regular maintenance. Although this works, the cost and time involved can become a hassle. Because of this, many businesses are migrating to AWS, where resources are easier to manage, more secure, and much more flexible. Getting started with the cloud can feel unfamiliar, especially if you’re used to traditional systems. In this guide, we will therefore walk through simple hands-on activities [...]

Migrating to AWS Cloud Infrastructure2025-09-27T09:10:08+00:00

AWS Bedrock’s Intelligent Prompt Routing: Smarter AI for Everyone

2025-09-29T08:40:37+00:00

When we interact with AI models, we often expect them to instantly understand our intent and give the right answer. But the truth is, not every model is designed for every type of task. Some are fast but shallow, others are detailed but resource-heavy. Here’s a question I always hear from both students and professionals, "How do you make sure AI gives the best answer for what you need?" That is where Prompt Routing comes in. Prompt Routing is the practice of directing your request to the right AI model based on what you actually need. It works like assigning [...]

AWS Bedrock’s Intelligent Prompt Routing: Smarter AI for Everyone2025-09-29T08:40:37+00:00

The AWS AI Ripple: Compute, Services, and Generative Intelligence

2025-09-12T09:08:43+00:00

In 2006, building AI required a PhD and a million-dollar lab. In 2024, it requires a laptop and a $5 AWS credit. Before, training a neural network was something only elite research labs with specialized hardware could accomplish. Now, anyone with curiosity and an internet connection can spin up AI models rivaling what Fortune 500 companies built just five years ago. That transformation was driven by Amazon Web Services (AWS) through three strategic waves of innovation: Compute Foundation, AI as a Service, and Generative Intelligence. The AWS AI Ripple. While most tech giants built AI for themselves, AWS built the [...]

The AWS AI Ripple: Compute, Services, and Generative Intelligence2025-09-12T09:08:43+00:00

No Comment: How Technical Documentation Helps your Team

2025-09-05T05:51:04+00:00

It’s easy to get lost specially, in a big project. However, believe it or not, even in small projects or personal passion projects, it’s still easy to get lost because of your own wrongdoing, not documenting properly. As a beginner, or even “experienced,” it’s a hassle having to put comments and document every changes you made to your code, because we always think that our memory will suffice, which is not always the case. If we’re working with a team, many changes are all happening at once, which will make it hard for you to catch up and keep track [...]

No Comment: How Technical Documentation Helps your Team2025-09-05T05:51:04+00:00

Automated Web Testing at Scale: Playwright Meets AWS

2025-09-02T06:56:48+00:00

Picture the time you'll save from your web applications' repetitive and inconsistent manual testing. No more opening the app, logging in, clicking through the same steps, and checking if everything still works. What's worse, manual testing is prone to mistakes. One person could miss a step, another might test on a different browser, and suddenly, the results don't match, and the bugs start eating your application down. The lack of consistency creates uncertainty.  But what if the tests could run independently, in the same way, every single time, giving you more control over the testing process? The answer: Automation. Instead [...]

Automated Web Testing at Scale: Playwright Meets AWS2025-09-02T06:56:48+00:00

AWS Clean Rooms

2025-08-15T18:23:30+00:00

AWS Clean Rooms Cheat Sheet AWS Clean Rooms provide a secure, privacy-enhanced collaboration environment for analyzing shared datasets without exposing underlying data. Allows fast collaboration setup with minimal configuration, enabling users to analyze datasets where they reside (AWS or Snowflake). No need to move or extract data for collaborative analysis. Features Fast Setup: Use AWS Management Console or API to create collaboration spaces in minutes. Zero‑ETL Data Collaboration: Analyze data without transferring it from AWS or Snowflake. Privacy Controls: Differential Privacy: Protects against re-identification by obfuscating outputs. Cryptographic Computing: Keeps data encrypted during use and processing (C3R). Role-Based Access: Control [...]

AWS Clean Rooms2025-08-15T18:23:30+00:00

Amazon Cloud Directory

2025-08-14T10:09:33+00:00

Amazon Cloud Directory Cheat Sheet Amazon Cloud Directory is a fully managed, cloud-native directory service that handles complex hierarchical data structures, such as organizational charts, device registries, etc. Supports directories with hundreds of millions of objects and relationships, making it ideal for large organizations. You can design custom schemas for your specific needs and share schemas across multiple applications. No need for manual server management or scaling. AWS handles everything. Use hierarchical structures with flexible facets and attributes to organize data in a way that best fits your application. Features Multi-Dimensional Hierarchies: Create complex, multi-level hierarchies spanning dimensions like location, [...]

Amazon Cloud Directory2025-08-14T10:09:33+00:00

AWS, Azure, and GCP Certifications are consistently among the top-paying IT certifications in the world, considering that most companies have now shifted to the cloud. Upskill and earn over $150,000 per year with an AWS, Azure, or GCP certification!

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