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Posts from SecurityCipher.

PIYUSH KUMAWAT · October 7, 2026

AI-Generated Code Security Bugs: A Vibe Coding Case Study

Vibe-coding a pentest findings dashboard, then reading the helpers: f-string SQL, no owner check, a token in source, MD5, a path escape,…
PIYUSH KUMAWAT · August 3, 2026

I Ran Codex Security on a Shop API Lab: 14 Bugs, $1.64, Full Playbook

Hands-on OpenAI Codex Security CLI guide: scan a Flask shop API, get 14 findings, threat model, remediations, GitHub bulk-scan, and a real…