Reviewing a Dockerfile and Kubernetes manifest PR: secrets in layers, root containers and privileged pods
Review a container PR where "cleaned up the secrets" left a key in the image layers and the pod is…
// ethical hacking, plainly explained
Practical write-ups on AI security, web app testing, code review and DevSecOps, from someone who does the work.
Six areas, all written to be applied on real systems.
Review a container PR where "cleaned up the secrets" left a key in the image layers and the pod is…
Review a Django PR that reintroduces the CVE-2025-57833 pattern, prove the FilteredRelation alias SQL injection in your browser against a…
AI assistants repeatedly invent package names that anyone can register; build a local registry lab, watch a vulnerable CI pipeline…
Deploy your app in seconds. Free tier included.
A triage bot that pastes issue text into its prompt can be steered by an attacker who only has permission…
Ten modules, ten Docker labs. Exploit and fix every category in the OWASP Top 10:2025 yourself, on your own machine.
Two critical PHP flaws in request-memory handling were fixed on 2026-10-21; this lab shows how to verify your version, try…
Build a Flask app that leaks a processing-slot lock and a stack trace on unhandled exceptions, exploit both into a…
Build a Flask login app with no logging, watch a brute-force attack vanish without a trace, then add structured JSON…
Build a Flask app vulnerable to pickle.loads() RCE, craft a working __reduce__ exploit, then fix it with JSON schema validation…
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