• document-embeddings-guide-td

    How to Generate Simple Document Embeddings with Python

    Document embeddings are one of the simplest ways to give machines an understanding of text, and in our previous article, Document Embeddings Explained: A Guide for Beginners, we explored how they turn entire documents into dense numerical vectors that capture meaning and context. Now that you understand what embeddings [...]

  • Diagram illustrating how Amazon Security Lake uses the Open Cybersecurity Schema Framework (OCSF) to standardize security data across AWS sources.

    Open Cybersecurity Schema Framework (OCSF) and Amazon Security Lake

    Amazon Security Lake is a managed service that collects and stores security logs from AWS services, on-premises systems, and supported third-party tools. It automatically converts all incoming data into Apache Parquet and formats everything using the OCSF schema. This setup allows different kinds of security logs to follow one [...]

  • Can Gemini 3 Replace My AI Toolkit - Featured Image

    Can Gemini 3 Replace My AI Toolkit?

    I've always approached AI with one mindset: use whatever tool gets the job done fastest and cleanest. I'm not loyal to one model, one company, or one ecosystem. I switch between tools depending on what my day looks like. In school, that might mean summarizing academic papers. At work [...]

  • AWS Vector Databases Explained: Semantic Search and RAG Systems

    AWS Vector Databases Explained: Semantic Search and RAG Systems

    The generative AI (GenAI) revolution has transformed how organizations extract value from their data. While large language models (LLMs) demonstrate remarkable capabilities in understanding and generating human-like text, their true enterprise potential is unlocked only when they can access proprietary, domain-specific information. This necessity has propelled vector databases from [...]

  • self hosting judge0 step by step guide header

    Self-Hosting Judge0: A Step-by-Step Guide Using Amazon EC2, Lambda, and S3

    Judge0 is a powerful, open-source code execution system widely used by online coding platforms to run programs in secure environments. However, while it is often accessed as a third-party service, self-hosting Judge0 on AWS significantly grants you complete control over configuration and security. In fact, this level of ownership [...]

  • Shaping the Future of Student Technopreneurs in the Philippines through AWS Cloud Club PUP e:Novators

    BGC, Philippines—November 21, 2025—Designed for working students, budding entrepreneurs, small startups, hackathon enthusiasts, and aspiring tech founders, the Alfred’s Engine Room: Crafting Tomorrow’s Ventures: Kick-off and Ideation 2025 marked the official launch of AWS Cloud Club PUP e:Novators, a community built to empower the next generation of bold visionaries [...]

  • The Cash Cow + Investment Model: A Career Blueprint from Tutorials Dojo’s CEO

    Imagine spending weeks building a course, only to watch it fail. That’s exactly what happened in 2019 to the founder of Tutorials Dojo, Jon Bonso. He had spent weeks building a React Native course. He recorded, edited, and re-recorded, hoping people would buy it. However when it finally launched, [...]

  • AWS Strands Agents SOPs AI Automation Workflow Natural Language

    AWS Strands Agent SOPs – Your Natural Language Agentic AI Workflow Tool

    If you're someone whose work involves AI automation or a developer, you'll know that Modern AI agents are powerful but notoriously difficult to guide with consistency. You put the same thing in twice, you get two drastically different results. There are two ways of driving Modern AI agents: Code [...]

  • What is Amazon Bedrock AgentCore

    What is Amazon Bedrock AgentCore?

    Imagine spending months building an AI agent that integrates seamlessly into your development environment. It employs tools, responds to inquiries, and completes duties precisely as planned. But moving it to production becomes a nightmare: suddenly, you are dealing with scale problems, security concerns, authentication systems, and API interfaces. What [...]

  • Google Antigravity AI IDE LLM Agentic Development Fleet

    A New Player in Town: Google Antigravity

    On Wednesday, Google, the creators of Gemini, one of the top competitors of popular LLMs like ChatGPT (developed by OpenAI), recently launched their first AI agentic development IDE, known as Google Antigravity. Built for a wide range of customers, it is targeted to both professional developers working on large [...]

  • From Concept to Code Build Your First MCP Server

From Concept to Code: Build Your First MCP Server

For a long time now, LLMs or large language models have been going around the tech industry with its massive knowledge on languages. They can comprehend and even generate human language with bull's-eye fluency. Nevertheless, despite their strengths, powerful as they are, these intelligent models act in isolation. They have no hands to implement and interact with the world; they lack the ability to connect to databases, fetch data, or even trigger an action [...]

Hosting Static Websites for Free with GitHub Pages: A Step-by-Step Guide

  Hosting Static Websites for Free with GitHub Pages: A Step-by-Step Guide GitHub Pages is, in fact, one of the most accessible and cost-effective ways to host static websites. This tutorial provides a detailed, step-by-step guide on how to host a static website using GitHub Pages, from repository setup to deployment, including custom domain configuration.   What are GitHub Pages? GitHub Pages are  static site hosting services offered by GitHub. It allows users to [...]

  • firecracker for students

Firecracker for Students: Launch Your First MicroVM on Any OS

What if you could launch your own virtual machine in less than a second... right from your laptop without Docker, without the cloud, and without frying your CPU? So you’ve heard of virtual machines, but what if I told you there’s one that starts in milliseconds and barely uses resources? Meet Firecracker, the same tech AWS uses to power Lambda and Fargate. But guess what? You don’t need to work at AWS to use [...]

  • Meta's Superintelligence Initiative A Bold Leap Into the Future of AI

Meta’s Superintelligence Initiative: A Bold Leap Into the Future of AI

In the rapidly advancing world of artificial intelligence (AI), few companies are making as bold a move as Meta Platforms. Under Mark Zuckerberg's leadership, Meta has unveiled an ambitious project: Meta Superintelligence Labs (MSL). With billions of dollars invested, and a hiring spree targeting the brightest minds in AI, Meta is setting itself up to lead the AI revolution. But what exactly does this mean for the future of technology? How will this initiative [...]

  • Localhost to Live Deployment
  • Google Cloud is Your Friend

From Localhost to Live: Your First Google Cloud Deployment

  We've all been there. You've just built something new and unique, maybe it's your portfolio website, a cool API, or that side project you've been working on for weeks. It works perfectly on your laptop, your friends are asking to see it, but there's just one problem... it's stuck on localhost:3000.  But, what if you wanted to deploy it on the web and let others see it as well. Well, you have come to [...]

  • Hello World Program Beam Cloud

Your First “Hello World” on the Cloud with Beam

Get your laptop or PC ready since we'll be making your computer send its first "Hello World" message from the cloud. Woot woo~ It won’t be AWS today, neither Azure nor Google Cloud Platform, but… Beam! (only if you’ve ever heard of it) So Beam connects the code you write on your local machine to the servers in the cloud. You get to write standard Python, but when you're ready to run it, Beam [...]

  • Exploring the New Summarize Results

Exploring the New “Summarize Results” Feature in Amazon CloudWatch Log Insights

Logging is essential in cloud monitoring, but let's face it: Combining endless lines of log data can be a real-time disaster. Whether managing a complex infrastructure or troubleshooting an issue, finding the key insights buried in thousands of log entries can feel like searching for a needle in a haystack. That's where the new Summarize Results feature in Amazon CloudWatch Log Insights comes in. This game-changing update helps users instantly distill their log queries [...]

  • Vibe Coding

All About Vibe Coding: The Laid-Back Future of Programming

Coding no longer has to mean endless lines of text, late-night bug hunts, and constant fixes. A growing number of developers are turning to vibe coding,  a style that feels more like a creative conversation than a technical grind. Instead of wrestling with syntax, developers describe what they want and let AI handle the heavy lifting. As a result, coding shifts from typing code to shaping ideas. This article covers what vibe coding is, [...]

  • MLA-C01 Credly Badge

Behind the Badge: Earning My AWS ML Engineer Associate in 2025

Earning the AWS Certified Machine Learning Engineer – Associate MLA-C01 certification was one of the most challenging yet rewarding experiences of my career in 2025. The journey was filled with intense study sessions since I'm working full-time, hands-on practice, and even an unexpected hurdle on exam day that forced me to reschedule. Through it all, I relied on a combination of Tutorials Dojo’s practice exams, the comprehensive study guide eBook, and AWS SkillBuilder’s structured [...]

  • Featured Image Github Spark

GitHub Spark: The Future of Instant App Development?

Imagine this: You're knee-deep in code, battling a gnarly bug, when suddenly, poof, an AI assistant appears, whispers the perfect fix in your ear, and vanishes before you can even say "merge conflict." GitHub Spark is revolutionizing development with AI-powered code suggestions, automated reviews, and intelligent issue resolution. Learn how to use it and boost your productivity today! What Is GitHub Spark? GitHub Spark leverages AI-powered natural language processing to generate functional code from [...]

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