BLOG Archives - Page 9 of 58

Build a Model-Agnostic AI Text Summarizer Web Extension
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Build a Model-Agnostic AI Text Summarizer Web Extension

Waffen Sultan2025-12-17T14:53:51+00:00

Browser extensions are a great way to bring AI directly into your everyday workflows. Instead of copying text into external tools and websites to be summarized, you can do it right on the page. In this tutorial, we'll build a lightweight, model-agnostic Chrome extension that summarizes selected text using AI. With a simple right-click, users can send any highlighted text to an AI model of their choice and instantly view a concise summary in the extension popup. Rather than focusing on a single provider, this project is designed to be beginner-friendly and privacy-focused. API keys are supplied by the user [...]

Build a Model-Agnostic AI Text Summarizer Web ExtensionWaffen Sultan2025-12-17T14:53:51+00:00

AWS Lambda Managed Instances: Serverless Simplicity with EC2 Control
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AWS Lambda Managed Instances: Serverless Simplicity with EC2 Control

Cristieneil Ceballos2025-12-23T11:18:20+00:00

AWS Lambda Managed Instances marks a significant evolution in serverless computing. For years, standard Lambda was the default for running code without infrastructure management, but it offered limited control over the underlying hardware. This new capability changes that by combining serverless simplicity with Amazon EC2 flexibility. Announced at AWS re:Invent 2025, this feature enables Lambda functions to run on designated Amazon EC2 instances. You choose the hardware configuration, while AWS manages the infrastructure. This approach combines the simplicity of serverless with the control of dedicated resources. Comparing Compute Models: AWS Lambda vs. Amazon EC2 Previously, architects chose between [...]

AWS Lambda Managed Instances: Serverless Simplicity with EC2 ControlCristieneil Ceballos2025-12-23T11:18:20+00:00

How to Generate Simple Document Embeddings with Python
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How to Generate Simple Document Embeddings with Python

Jaime Lucero2025-12-10T05:58:07+00:00

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 are and why they’re useful for tasks like semantic search, classification, and clustering, this tutorial will show you how to generate them in practice using Python. Whether you’re working with short paragraphs, long articles, or a collection of documents, the steps in this guide will help you create embeddings that you [...]

How to Generate Simple Document Embeddings with PythonJaime Lucero2025-12-10T05:58:07+00:00

Open Cybersecurity Schema Framework (OCSF) and Amazon Security Lake
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Open Cybersecurity Schema Framework (OCSF) and Amazon Security Lake

Ian Vergara2025-12-06T12:04:18+00:00

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 consistent structure instead of having separate formats. With this unified approach, teams no longer need to decode or reorganize data manually because Security Lake handles the normalization process for them. In this article, we will walk through what OCSF is, how Amazon Security Lake uses it, and why this combination makes [...]

Open Cybersecurity Schema Framework (OCSF) and Amazon Security LakeIan Vergara2025-12-06T12:04:18+00:00

Can Gemini 3 Replace My AI Toolkit?
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Can Gemini 3 Replace My AI Toolkit?

Ostline Casao2025-12-04T00:51:06+00:00

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 or during self-study, that might mean debugging code or reviewing a cloud diagram. For daily life, it might just mean drafting an email or organizing my notes. So when Gemini 3 came out, I didn't ask whether it was "better" in the vague, marketing sense. My question was simpler: Could it [...]

Can Gemini 3 Replace My AI Toolkit?Ostline Casao2025-12-04T00:51:06+00:00

AWS Vector Databases Explained: Semantic Search and RAG Systems
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AWS Vector Databases Explained: Semantic Search and RAG Systems

Dearah Mae Barsolasco2025-12-21T03:02:32+00:00

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 a specialized niche into an essential pillar of modern AI infrastructure. But First, What Are Vector Databases? A vector database, as its name suggests, is a type of database designed to store, index, and efficiently search vector embeddings. These vectors are high-dimensional points that represent meaning. At its core, a vector [...]

AWS Vector Databases Explained: Semantic Search and RAG SystemsDearah Mae Barsolasco2025-12-21T03:02:32+00:00

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

Klaire Napolitano, Cristieneil Ceballos2025-12-02T08:12:14+00:00

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 is essential for handling sensitive data or customizing language support. Moreover, self-hosting enables greater scalability, thereby allowing you to adapt the system as your requirements evolve. Consequently, if you are looking for a robust solution to enhance your coding platform, this guide is the ideal choice. This step-by-step guide will walk [...]

Self-Hosting Judge0: A Step-by-Step Guide Using Amazon EC2, Lambda, and S3Klaire Napolitano, Cristieneil Ceballos2025-12-02T08:12:14+00:00

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

Clarisse Jem Salazar, Jon Bonso2025-12-04T02:55:29+00:00

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 and innovators. As the first innovation hub in AWS Cloud Clubs in the Philippines, it was the beginning of a movement through continuous learning, collaboration, and cloud-driven innovation. What is e:Novators? Founded by Marvin Barrios, the Community Lead, e:Novators was softlaunched in 2024, at the first AWS Student Community Day in [...]

Shaping the Future of Student Technopreneurs in the Philippines through AWS Cloud Club PUP e:NovatorsClarisse Jem Salazar, Jon Bonso2025-12-04T02:55:29+00:00

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

Jasmyn Japag2025-12-01T06:51:39+00:00

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, the effort didn’t match the reward. It was one of those career-defining moments where you ask yourself: “Am I even in the right industry?” Instead of quitting, Jon decided to make a strategic pivot. Five weeks later, he released something completely different: an AWS Developer Associate practice exam. It is simple [...]

The Cash Cow + Investment Model: A Career Blueprint from Tutorials Dojo’s CEOJasmyn Japag2025-12-01T06:51:39+00:00

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

Waffen Sultan2025-12-03T13:19:35+00:00

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 defined workflows Fully model-driven agents Code-defined workflows offer precision but require heavy reengineering to update. Fully model-driven agents offer flexibility but can behave unpredictably. Agent SOPs (Standard Operating Procedures) provide a middle ground: natural language workflows with structure, constraints, and parameters that help you predict how an AI will perform complex [...]

AWS Strands Agent SOPs – Your Natural Language Agentic AI Workflow ToolWaffen Sultan2025-12-03T13:19:35+00:00