Tech Blogs - Tutorials Dojo

Building the Next Generation of Innovators: AWSUG e:Novators PH General Onboarding 2026
On May 31, 2026 at Common Ground 8 Rockwell in Makati City, over a half of the organization members, ambassadors, and guests filed in for what was supposed to be a simple orientation — but by the end of the day, it turned into something bigger. The AWSUG e:Novators [...]
AWS Community Day Manila 2026: Build, Break, Repeat
The AWS User Group Philippines (AWSUG.PH), one of the biggest and most active AWS communities in the Asia Pacific region and twice named AWS User Group of the Year in the region for 2022 and 2025, is bringing back AWS Community Day Manila this August 22 and 23, 2026, [...]
Marketing your App After Launch: What to Do Next
App marketing begins once your product is live and people can try it. This guide is for solo developers, startup teams, and career-changers who have launched an app but need a practical way to find the right users, measure what they do, and turn feedback into steady growth. [...]
Building the Next Chapter of Microsoft Student Community in the Philippines
"We empower the world. Microsoft’s mission is to empower every person and every organization on the planet to achieve more." The Hello, World! Your First Steps into AI and Microsoft meetup marked the beginning of a new chapter for the Microsoft Student Community Philippines (MSC PH)—a nationwide initiative dedicated [...]
What’s New with the AWS Certified Machine Learning Engineer – Associate (MLA-C02) in 2026?
Imagine you’ve been preparing for the AWS Certified Machine Learning Engineer – Associate (MLA-C01) exam for weeks. You’ve reviewed machine learning concepts, practiced with Amazon SageMaker, and worked through practice exams. Then you hear the news: AWS is updating the certification to MLA-C02. Now you might be wondering: Should [...]
Building Production AI Agents on AWS: AgentCore Harness, Strands 1.0, and the Multi-Agent Architecture that Actually Ships
Six months ago, "AI agents on AWS" meant duct-taping together Amazon Bedrock, a Lambda function to handle tool routing, DynamoDB for session state, CloudWatch for tracing, and a LangGraph loop you prayed would recover from a network hiccup mid-reasoning. Every team was reinventing the same infrastructure. Every demo worked; [...]
Build Your Own AI Emoji Generator using Next.js
Have you ever wanted to build a completely custom AI Emoji Generator but got stuck trying to make a cloned template run on your local computer? Downloading a production-ready starter repository is rarely a plug-and-play experience. You clone the code, run it, and immediately hit a wall of scary [...]
Claude Skills Unlocked: A Practical Guide to Anthropic Academy’s 21 Free Courses
Anthropic Academy has grown into one of the more substantial free AI learning resources available today, with 21 self paced courses covering everything from everyday Claude usage to building agents with the Model Context Protocol. Every course is free, requires only an email sign up, and is built directly [...]
Detect Report React Rethinking the Manual Incident Response Playbook
In June 2026, nineteen Philippine government websites, including those of the Senate, the House of Representatives, and the National Bureau of Investigation, were defaced within a single week by a hacktivist group calling itself "Nullsec Philippines." By the time the Department of Information and Communications Technology (DICT) issued its [...]
Automating Publications with Claude, Canva, and n8n
Every business that runs a social media page knows the same repetitive cycle. Pick a topic. Write a caption. Design a graphic. Post it on schedule. Repeat tomorrow. Multiply that by every campaign, every seasonal push, every recurring content series, and it becomes a real operational cost, not just [...]

Why Is AI Alignment So Hard? LLM and Vision Model Risks Explained

As we progress in the age of AI, we chase the best, the fastest, and the most accurate model available, especially in the domain of Large Language Models (LLMs) and Vision Language Models (VLMs). We use them across creative and technical tasks, yet rarely stop to consider the consequences of their training, whether in frontier labs or on private machines that refine and distill them. Our focus tends to be twofold. First: can this [...]

AI Employees: The Next Stage of Human Computer Interaction

For decades, computers behaved like obedient machines. You gave commands, they executed them. Nothing more. If the command was wrong, the computer still executed it. Then came intelligent assistants powered by modern Artificial Intelligence (primarily LLMs) capable of answering questions, generating code, and summarizing information. But something new is emerging. Software is no longer just assisting humans. In many workflows, it is starting to work alongside them. This is the beginning of what we [...]

Prompt Injection Attack in AI Chatbots (OWASP LLM Top 10): What It Is, How It Works, and a Simple Lab

AI chatbots today aren’t just for casual conversations. Many assistants can summarize documents, read webpages, search company knowledge bases, and even do tasks like creating tickets or drafting emails. This makes work faster and easier, but it also introduces new security risks. What is Prompt Injection? Prompt injection is when someone adds text that tricks an AI chatbot into treating untrusted content as instructions. Prompt injection is one of the biggest risks in AI [...]

AWS Frontier Agents Explained: Overview & Capabilities

Cloud infrastructure is undergoing a massive shift with the introduction of AWS Frontier Agents. These autonomous agents represent the next evolution of cloud management, moving beyond simple scripts to intelligent, self-healing systems. In this guide, we will explore how AWS Frontier Agents automate complex workflows and what they mean for the future of DevOps and security. For years, automation solved infrastructure problems through scripts, pipelines, and runbooks. However, these traditional methods still required constant [...]

Perfect AI Security Doesn’t Exist

In a world drowning in AI hype, we’ve been sold a sedative: the idea that a "Perfect AI Security System" is just around the corner. We're imagining a digital god that predicts every breach, slams every door, and lets us all sleep through the night. It’s a lie, A "perfect" AI security system will never exist. Not because the tech isn't getting smarter, but because the math of the universe is stacked against the [...]

AB-731 Microsoft Certified AI Transformation Leader Study Guide

Bookmarks Exam Domains Study Materials Azure Services to Focus On Key Exam Topics by Domain Important Skills Validate Your Readiness Final Remarks The AB‑731: Microsoft Certified AI Transformation Leader certification exam is designed for business leaders responsible for driving AI adoption and transformation within their organizations. Candidates are expected to understand how AI-powered tools, such as Microsoft 365 Copilot, can be leveraged to enhance [...]

What Google Stitch Actually Does (And Where It Falls Short)

If you've tried Lovable, v0, or Bolt.new, you already know the pattern: describe what you want, get a working app back. Now there's a new tool in that same space — Google Stitch. Google Stitch is different. It's an AI tool built specifically for UI design, not app generation. It focuses on what your product looks like, how the screens connect, and how users move through them. It also exports to Figma with the [...]

Tech Debt in the AI Era

Every software team knows the feeling. You ship fast to hit a deadline, planning to clean it up late, but "later" never comes. Soon, quick fixes pile up, and instead of saving time, you’re spending more than you planned. That’s technical debt in a nutshell — and it’s not going away anytime soon. What is changing is how we manage and deal with it. Modern systems are more distributed, interconnected, and increasingly powered by [...]

From Prompt to Production: Why AI Literacy is the New Technical Skill

There was a time when the defining technical skill was knowing a programming language. Then it became knowing multiple languages. Then cloud infrastructure. Then DevOps. Each wave reshaped what it meant to be a competent developer, and AI is no different, except that its impact may be broader and faster than anything that came before it. AI-assisted development is no longer a novelty. Tools like GitHub Copilot, Amazon CodeWhisperer, and large language models accessible [...]

CCAR-F Claude Certified Architect Foundations Study Guide

Bookmarks CCAR-F Exam Domains CCAR-F Study Materials Anthropic Services to Focus On Key Exam Topics by Domain Important Skills Validate Your Readiness Final Remarks The Claude Certified Architect – Foundations (CCAR-F) certification validates that professionals have the foundational knowledge required to design and implement production-grade AI solutions using Claude. This exam assesses expertise in core technologies like Claude Code, the Claude Agent SDK, the [...]