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Amazon Kiro AI IDE: Spec-Driven Development

2025-07-16T11:04:46+00:00

The world of coding is rapidly evolving with AI. We've seen the rise of vibe coding through chat applications, AI-powered IDEs, and integrated terminals like Amazon Q. Now, a new chapter begins with a smarter, more organized approach: Spec-Development. This innovative methodology comes to life through Amazon Kiro, Amazon's cutting-edge AI IDE built to deliver applications that are genuinely ready for production. Quick Recap of What is Vibe Coding?  Vibe coding is an AI-assisted software development approach where you use natural language. prompts to tell an AI what you want and the AI generates the code.  Intuitive and Conversational: You [...]

Amazon Kiro AI IDE: Spec-Driven Development2025-07-16T11:04:46+00:00

AWS SysOps Renamed to AWS Certified CloudOps Engineer – Associate SOA-C03

2025-07-17T08:29:51+00:00

The AWS Training and Certification team recently announced a change in one of its popular Associate-level AWS certification exams. Effective September 2025, the “AWS Certified SysOps Administrator – Associate” will be called the “AWS Certified CloudOps Engineer – Associate”  to reflect evolving industry terms and the broader scope of modern cloud operations. Take note that this is mostly a name change and there’s almost no major change in the exam domains nor its content. What's New with the AWS Certified CloudOps Engineer Associate Exam? The decision to rename the existing AWS Certified SysOps Administrator Associate exam to “AWS Certified CloudOps [...]

AWS SysOps Renamed to AWS Certified CloudOps Engineer – Associate SOA-C032025-07-17T08:29:51+00:00

Effectively Set-Up Your Virtual Private Cloud using CloudFormation

2025-07-16T14:28:36+00:00

Hello Dojos! We're back again for another Infrastructure as Code article, focusing on AWS Native Infrastructure as Code Service, CloudFormation In my previous article, we explored the benefits of using Infrastructure as Code to ramp up your production by showing how easy it is to launch an EC2 Instance using Terraform. For this article, we will explore AWS CloudFormation and try to deploy our very own Virtual Private Cloud. Using Terraform and CloudFormation offers their benefits and advantages, which we won't tackle right now. Nevertheless, they offer the same purpose: to make provisioning much faster and reduce the risk of [...]

Effectively Set-Up Your Virtual Private Cloud using CloudFormation2025-07-16T14:28:36+00:00

AI/UX: The AI Urgency for User Experience (UX)

2025-08-02T16:30:28+00:00

Go back in time. Find a designer in 1999. They are masters of their craft. Kings of QuarkXPress, wizards of print, fluent in a language of picas and Pantone chips. They are safe. They are secure. And they are utterly oblivious to the meteor called "the internet" that is about to turn them into a fossil. We are standing in that exact same spot today. We are polishing our component libraries and debating shades of grey, convinced of our own relevance, while a meteor a thousand times bigger and a million times faster hurtles towards us. AI isn’t coming for [...]

AI/UX: The AI Urgency for User Experience (UX)2025-08-02T16:30:28+00:00

Make Your Own Smart Study Tracker with Google Sheets & Scripts

2025-07-09T14:02:03+00:00

If you’ve ever felt like your study routine is kinda all over the place or if you're just curious where all your “study time” actually goes then you’re not alone. Maybe you're prepping for exams, juggling organization work, reviewing for certifications, or just trying to build a better routine. Whatever it is, having a simple system to track your study time can help you stay accountable without needing to download another app or learn a whole new tool. (｡•̀ᴗ-) Stick around and I’ll walk you through how to whip up your very own Smart Study Tracker using Google Sheets + [...]

Make Your Own Smart Study Tracker with Google Sheets & Scripts2025-07-09T14:02:03+00:00

Large Reasoning Models (LRMs): The AI That Actually Shows Its Work

2025-07-08T12:38:54+00:00

Imagine you are in a Math Class, and the teacher just gave a complex problem for everyone to solve. Then, after a few minutes, a classmate just shouted an answer. You’re all shocked because how did he come up with it? Was it the correct answer or they just made a guess? When the teacher asked them to elaborate they refused and said that they already did their work.  This scenario displays the frustrations with traditional AI systems: fast answers with zero transparency.  Now imagine that same classmate going up to the board, writing all of the formulas and calculations, [...]

Large Reasoning Models (LRMs): The AI That Actually Shows Its Work2025-07-08T12:38:54+00:00

AI as a Service (AIaaS) To Power Your Business Forward

2025-07-08T12:15:24+00:00

If you have a business or kind of planning to start one, you’ve prolly heard one of the most overused quotes out there: “if you’re not growing, you’re dying.” And sure, at some point, that’s true. Undeniably.  But you see, not every business has the time, resources, or skilled team to keep up with the competition. From personalized shopping experiences to smarter customer support… How? Artificial Intelligence. Just a truly intelligent, always-on key part of how modern companies operate. AI became a requirement for all businesses to stand out and be on top in the market. But are businesses really [...]

AI as a Service (AIaaS) To Power Your Business Forward2025-07-08T12:15:24+00:00

Synthetic Media Overload: AI-Generated Content vs. Reality

2025-07-08T11:59:47+00:00

You’re scrolling. One second it’s a heartfelt story, the next it’s a video of someone saying something that feels… off. Except… they didn’t. Note: This photo is generated thru Sora Welcome to the era of synthetic media where online content is changing fast. From AI-written news articles to deepfake videos that look and sound real, it’s becoming harder to spot. Let’s talk about the flood of synthetic media, the blur between authentic and AI, and why this matters now more than ever. Not to be scared, but to understand and to open a conversation. If the internet becomes [...]

Synthetic Media Overload: AI-Generated Content vs. Reality2025-07-08T11:59:47+00:00

What is ROUGE Metrics – Recall-Oriented Understudy for Gisting Evaluation?

2025-07-08T11:24:28+00:00

Recall-Oriented Understudy for Gisting Evaluation (ROUGE) Cheat Sheet ROUGE is a family of metrics designed to assess the similarity between machine-generated text (candidate) and human-written reference text (ground truth) in NLP tasks like text summarization and machine translation. Measures how well generated text captures key information and structure from reference text, emphasizing recall (proportion of relevant information preserved). Score Range: 0 to 1, where higher scores indicate greater similarity between candidate and reference texts. Key Use Cases: Evaluating text summarization systems. Assessing machine translation quality. Analyzing content accuracy in generated text. Types of ROUGE Metrics ROUGE-N: Measures the overlap of [...]

What is ROUGE Metrics – Recall-Oriented Understudy for Gisting Evaluation?2025-07-08T11:24:28+00:00

Creating an AI Chatbot with LangChain for FREE (No API Keys, No Tokens)

2025-07-09T15:12:24+00:00

Creating an AI Chatbot with LangChain for FREE (No API Keys, No Tokens) The Big Question: Can You Build AI Without Breaking the Bank? We asked ourselves a simple question: Can you build a chatbot without using any paid API at all? Most tutorials on AI chatbots start the same way: "First, grab your OpenAI API key and add your credit card..." But what if you don't have one? Or don't want to use one? Maybe you're a student on a tight budget. Maybe you're tired of hitting rate limits just when your chatbot gets interesting. Or maybe, just maybe, [...]

Creating an AI Chatbot with LangChain for FREE (No API Keys, No Tokens)2025-07-09T15:12:24+00:00

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