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.