Writeups
Notes from the work.
Long-form technical writeups — how a weakness was found, how a tool was built, and what the automation actually does under the hood.

Recognizing Phishing Links & Mobile Money Scams
Cyber threats have evolved significantly in recent years. Phishing websites are no longer poorly designed or easy to detect. Today, they are built to closely imitate real platforms, making it difficult even for experienced users to distinguish between what is legitimate and what is malicious. This guide provides a practical explanation using a real demonstration of both a phishing site and its legitimate counterpart.

Staying Safe Online: A Practical Guide to Digital Safety
In today’s connected world, the internet is part of nearly everything we do. While it offers convenience and speed, it also introduces risks that many users overlook. Digital safety is an essential skill for protecting your data, identity, and privacy.

Why Coding Is Essential for Everyone in Tech
— Even in the Era of AI and Automation In today’s technology-driven world, coding has evolved from a specialized skill into a foundational requirement across nearly every field in tech. Whether you are building systems, analyzing data, securing platforms, or designing digital experiences, coding provides the ability to understand, control, and shape technology. Even with the rise of artificial intelligence, the importance of coding has not diminished — it has simply transformed.

How to report a vulnerability the right way
A short field guide to responsible disclosure — from the perspective of someone who both finds bugs and receives the reports.