• AI Ethics Explained

    AI Ethics Explained: How to Use Artificial Intelligence Responsibly

    Have you ever used ChatGPT to help explain a difficult topic? Maybe you've asked Gemini to summarize a lengthy article, generate ideas for a school project, write an email, or even use Claude for brainstorming concepts. If you're a student, you've probably wondered: "Is it okay to use AI [...]

  • Featured image with a text of "Fine Tuning an LLM for Natural Language Speech"

    Fine-tuning an LLM for natural Tagalog speech

    If you're an ML engineer or a technical lead planning to pre-train a large language model (LLM) for Tagalog or Taglish, how do you start? In this article, we walk through the process of defining a target voice, building a data pipeline, running a QLoRA training experiment, and evaluating [...]

  • diffender featured image

    Building Diffender: A Serverless AI Security Reviewer for GitHub Pull Requests with Amazon Bedrock

    A pull request can pass its tests, satisfy its acceptance criteria, and still expose a production credential in one line of code. Diffender is an Amazon Bedrock pull request reviewer built to identify that kind of risk before the change reaches the main branch. However, human review remains essential, [...]

  • AWS Certifications Can Now Be Renewed Without Retaking the Exam

    AWS Certification Maintenance: Recertify Without an Exam

    Many AWS-certified professionals face the same challenge every few years: preparing for another certification exam while balancing work, projects, and personal commitments. While certifications remain a valuable way to validate cloud expertise, the traditional recertification process can be time-consuming and stressful. To address this, AWS has introduced a new [...]

  • TD CCDV-F Claude Certified Developer Foundations Study Guide

    CCDV-F Claude Certified Developer Foundations Study Guide

    Bookmarks CCDV-F Exam Domains CCDV-F Study Materials Claude Features to Focus On Key Exam Topics by Domain Important Skills Validate Your Readiness Final Remarks The Claude Certified Developer – Foundations (CCDV-F) certification is designed for technical professionals who build, [...]

  • CCAR-P Claude Certified Architect Foundations Study Guide

    CCAR-P Claude Certified Architect Professional Study Guide

    Bookmarks CCAR-P Exam Domains CCAR-P Study Materials Claude Features to Focus On Key Exam Topics by Domain Important Skills Validate Your Readiness Final Remarks The Claude Certified Architect – Professional (CCAR-P) certification is designed for experienced professionals who build [...]

  • CCAO-F Claude Certified Associate Foundations Study Guide

    CCAO-F Claude Certified Associate Foundations Study Guide

    Bookmarks CCAO-F Exam Domains CCAO-F Study Materials Claude Features to Focus On Key Exam Topics by Domain Important Skills Validate Your Readiness Final Remarks The Claude Certified Associate – Foundations (CCAO-F) certification is designed for professionals who use Claude [...]

  • CI-CD Crash Course - What separates junior and senior developers

    CI/CD Crash Course: From Junior to Senior Developer

    Continuous Integration and Continuous Delivery/Deployment (CI/CD) is the backbone of modern software teams. It's not just a buzzword for your resume — it's the automated pipeline that takes code from "it works on my machine" to "it works in production, reliably, every time." Understanding CI/CD deeply, not just using [...]

  • Harness Engineering - Everything You Need To Know

    Everything You Need to Know About Harness Engineering

    AI agents can now write code, browse the web, and run for hours without a human watching. Ask one to build a feature, and it might open ten files and call five tools. It can make a hundred small decisions before it ever shows you a result. That is [...]

  • A LLM terminal running on Macbook pro in a dimly lit room at 80 degree image capture

    Should the Philippines Make Its Own Local Large Language Model?

      As countries all around the world are beginning to invest in their own large language models, the same question keeps coming up in Philippine tech circles: should the country build one, too? If we do, would it be cost-effective? And if it is, would it be beneficial? As [...]

What Happens When AI Can Start Buying Things for You? — Understanding UCP

Imagine asking an AI: “Find me a mechanical keyboard under ₱3,000 and just order it for me.” And instead of giving you links… it actually completes the purchase. Sounds convenient, but also a bit unsettling at the same time. That might sound futuristic, but this idea is becoming increasingly possible with emerging technologies like the Universal Commerce Protocol (UCP). As AI systems evolve from simple assistants into agents capable of taking actions, UCP introduces [...]

  • rchitecture diagram of Amazon S3 Files showing the data flow between Amazon EC2 (The Boss), EFS Cache (The Desk), and S3 Storage (The Warehouse) using Fast and Slow paths

Amazon S3 Files: Object Storage Meets File Performance

Hello, Dojos! If you're a student or an aspiring architect, you know Amazon S3 is the "infinite warehouse" of the cloud. It’s perfect for storing massive datasets, but it can be slow to grab one small file when your code is running. Traditionally, you had to manually copy data between S3 and a hard drive (EBS) just to use it. Amazon S3 Files changes the game. By using Amazon EFS technology, it puts a [...]

  • Azure PlayCloud Labs for beginners illustration showing transition from guided labs to real projects

From Guided Labs to Real Projects: How Azure PlayCloud Labs Helps Beginners Apply What They Learn

When beginners first explore cloud computing, one common assumption is that they need to understand everything before they can start building anything. For many learners, platforms like Azure can feel overwhelming at first, not because the concepts are impossible, but because the environment looks complex and production-like, where mistakes feel costly. But in reality, that’s not how learning cloud works. Cloud skills are not built by avoiding mistakes. They are built by exploring safely, [...]

  • how i used ai to teach myself python

How I Used AI to Teach Myself Python (No Coding Background Required)

The problem: our education is not enough Companies today are aggressively hiring for AI and tech skills. The job postings are everywhere. But here is the uncomfortable truth: the education most of us received did not prepare us for this shift. I am currently taking Computer Engineering in college, but it's not coding-focused. I am about to finish my degree but still without the specific skills the market is demanding. I felt that gap [...]

You Don’t Need to Start Over in Tech: Turning Your Past Skills Into an Advantage

When people talk about entering the tech field, one idea often comes up: that starting over in tech means you have to start from zero. For many students and beginners, this belief can feel intimidating. It creates the impression that only those with a strong technical background can succeed, while others must completely reset and rebuild from scratch. But in reality, that’s not entirely true. Entering tech is not about starting over. It’s about [...]

Learning from Tutorials Is Easy But Can You Build Without Them?

You’ve probably done this before, especially if you’ve been learning from tutorials online. You open a YouTube video, follow along step by step, and after a few hours, you end up with something that actually works. Maybe it’s a website, an app, or just a small project you found online. It feels good, and when you close the video, you think to yourself, “Okay, I’m getting better at this.” Then you try to build [...]

  • render-to-revenue-featured-image

From Render to Revenue: Automating Your Creative Workflow with AWS and Python

As a content creator, your value lies in your vision, not in the three hours you spend renaming files, transcoding 4K footage into proxies, or manually uploading clips to five different social platforms. In the industry, we call the repetitive, soul-crushing tasks "undifferentiated heavy lifting." In this article, we’ll show you how to use Python and AWS Step Functions to build an automated pipeline that handles the "boring stuff," giving you more time to [...]

  • Student tech portfolio highlighting real software projects and UI case studies

Why Having a Portfolio (With Real Projects) Changes Everything

When I first started learning tech, I genuinely thought the only thing that mattered was stacking skills. I kept chasing tutorials, certifications, and whatever tool people said was “in demand,” because it felt like the safest way to grow. But the biggest turning point in my journey happened when I started building tech projects that people could actually open, test, and explore. That shift changed everything, because suddenly I wasn’t just saying what I could [...]

  • Diagram showing how Claude Skills create reusable AI workflows and automate tasks consistently

Claude Skills Guide: Best Skills to Use Right Now (2026 Edition)

Claude Skills are quickly becoming one of the most powerful ways to use AI effectively, but the growing number of available Skills has also made things more confusing. With thousands of options across GitHub and community hubs, it’s easy to assume that more Skills automatically mean better results. In reality, most of them are redundant, poorly structured, or simply not useful in real workflows. This Claude Skills guide focuses on what actually matters in 2026 [...]

  • AI writes the cofe. Who catches the bugs?

AI Writes the Code. Who Catches the Bugs?

Everyone is talking about AI replacing developers. Nobody is talking about who reviews what AI produces. In the agentic era, your coding fundamentals aren't obsolete—they're your competitive edge. The Prediction That Broke the Internet In March 2025, Anthropic CEO Dario Amodei made a prediction that set the developer world on fire: within three to six months, AI would be writing 90% of the code. Within twelve months, essentially all of it. Fast-forward to 2026. [...]

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