The Data Gap Behind Public Commuting Apps in the Philippines
My experience with Naver Map in South Korea showed that better commuting navigation is possible. It gave me hope that the Philippines can eventually build something similar — not by copying another country’s app, but by...
AI-Assisted Penetration Testing with PentAGI and Qwen3.5: A Case Study
This experiment demonstrated that a cost-efficient infrastructure setup using PentAGI, Ollama, Qwen 3.5 35B-family models, and rented Vast.ai GPU compute is practical for short, authorized, experimental Web App VAPT of a...
A Technical and Ethical Case Study on Agentic Dating as a Vector for AI-Enabled Deception
This article is not a celebration of technical ingenuity. It is a case study in what happens when the logic of automation is applied to a domain that depends entirely on human authenticity.
You shipped fast. You used Lovable, Cursor, or Replit Agent to go from idea to deployed app in days. The UI is clean, the features work, and users are starting to sign up. Then a potential enterprise customer asks: "Do y...
When Google Pixel Phones Struggle to Survive in the Philippines
In this environment, iPhones dominate. Not because they are perfect — but because they are safe. They are supported, recognized, and easy to resell. In many ways, an iPhone functions less like a gadget and more like a cu...
Diving into Google Veo 3's Hyper-Realistic Video Generation
You know that feeling when you're scrolling through your feed and you do a double-take? "Wait, was that real, or...?" Because Google has just unveiled Veo 3, and it's fundamentally changing what's possible with AI-genera...
The Data Broker Mirage: Are Deletion Services A Real Solution, or Just Another Layer in the Privacy Problem?
The promise of reclaiming control over your personal data is increasingly enticing. Data broker deletion services offer a seemingly simple fix: pay a fee, and they'll scrub your information from the dark corners of the i...
The Rise of "Vibe Coding": Democratizing Development or a Recipe for Disaster?
A YouTube tutorial promises to unlock the secrets of "vibe coding," where AI handles the heavy lifting. But does this new approach truly empower novice developers, or does it pave the way for insecure and unmaintainable...
How to Run Meta Llama 3.2 7B on Local Windows Host
Meta's LLaMA (Large Language Model Meta AI) 3.2 is a powerful language model designed to handle complex NLP tasks. Running it locally gives you more control and flexibility over data privacy, performance, and customizati...