penetration testing
August 12, 2026 | 11 min
How to Use Claude for Adversarial Testing of Your Own Source Code
A practical method for running an adversarial AI pass over code you own — how to frame the prompt so it finds real defects, why nothing counts until you reproduce it, and what this will never catch.
August 11, 2026 | 10 min
How to Auto-Generate Internal API Documentation with Claude
How to build a documentation pipeline that extracts your route table deterministically, uses Claude to describe only real endpoints, regenerates on every merge — and what to do about the forgotten endpoints the first run always finds.
July 14, 2026 | 14 min
Vulnerability Management vs. Penetration Testing: What APAC SMEs Actually Need
A practical guide for APAC SMEs on the difference between continuous vulnerability management and point-in-time penetration testing, when each is required by SFC, MAS, HKMA, or PCI-DSS, and how to decide which to invest in first.